Split (2)

train · 3.09k rows

data_source stringclasses 1 value	prompt listlengths 1 1	ability stringclasses 1 value	question stringlengths 4.06k 57.1k	reward_model.ground_truth.timestamp stringdate 2025-03-24 21:16:32 2025-05-08 00:21:02	reward_model.ground_truth.action stringclasses 4 values	reward_model.ground_truth.action_argument stringclasses 568 values	reward_model.style stringclasses 1 value	answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-08 00:21:02	answer.action stringclasses 4 values	answer.action_argument stringclasses 568 values	extra_info.split stringclasses 1 value	extra_info.index int64 0 3.08k	extra_info.answer.timestamp stringdate 2025-03-24 21:16:32 2025-05-08 00:21:02	extra_info.answer.action stringclasses 4 values	extra_info.answer.action_argument stringclasses 568 values	extra_info.question stringlengths 4.06k 57.1k
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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:46:27.885Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:46:27.885Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:46:27.885Z	click	search	rule	2025-04-07T22:46:27.885Z	click	search	train	200	2025-04-07T22:46:27.885Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:46:27.885Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n{\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n{\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\", \"asin\": \"B0CWR4ZC1N\"}],\n\"search_results\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n{\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n{\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n{\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:40.486Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:40.486Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:47:40.486Z	input	清洁面膜	rule	2025-04-07T22:47:40.486Z	input	清洁面膜	train	201	2025-04-07T22:47:40.486Z	input	清洁面膜	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:40.486Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n{\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n{\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\", \"asin\": \"B0CWR4ZC1N\"}],\n\"search_results\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n{\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n{\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n{\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:45.438Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:45.438Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:47:45.438Z	input	面膜	rule	2025-04-07T22:47:45.438Z	input	面膜	train	202	2025-04-07T22:47:45.438Z	input	面膜	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:45.438Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u9762\\u819c\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n{\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n{\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\", \"asin\": \"B0CWR4ZC1N\"}],\n\"search_results\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n{\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n{\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n{\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:45.707Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:45.707Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:47:45.707Z	click	search	rule	2025-04-07T22:47:45.707Z	click	search	train	203	2025-04-07T22:47:45.707Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:45.707Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u6e05\\u6d01\\u9762\\u819c\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\\nAll Skin Type\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"quantity\": \"\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\\n3.53 Ounce (Pack of 1)\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"quantity\": \"\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\\nSensitive Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"quantity\": \"\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\\nAll Skin Type3.53 Ounce (Pack of 1)\", \"asin\": \"B07QSQCF9R\", \"price\": \"$14.88\", \"quantity\": \"\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\\nAll Skin Type1 Count (Pack of 23)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"quantity\": \"\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n{\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\\n5 Count (Pack of 1)\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n{\"title\": \"NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\\n2.4 Fl Oz (Pack of 1)\", \"asin\": \"B0DQNPZ542\", \"price\": \"$16.25\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\", \"asin\": \"B0CWR4ZC1N\"}],\n\"search_results\": [{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B0034JTD0W\", \"price\": \"$47.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)\", \"asin\": \"B0793P98MW\", \"price\": \"$14.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\", \"asin\": \"B00175S7T8\", \"price\": \"$52.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n{\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Aztec Secret\\u2013 Indian Healing Clay 1 lb \\u2013 Deep Pore Cleansing Facial & Body Mask \\u2013 The Original 100% Natural Calcium Bentonite Clay \\u2013 New Version 2\", \"asin\": \"B081FK6L1G\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts\", \"asin\": \"B002LJYI9C\", \"price\": \"$28.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\", \"asin\": \"B0D4517144\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Clean Skin Club Clean Towels XL\\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack\", \"asin\": \"B07PBXXNCY\", \"price\": \"$17.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz\", \"asin\": \"B00UREAGU8\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide\", \"asin\": \"B07FB3K984\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\", \"asin\": \"B0D9LN6VDC\", \"price\": \"$24.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.\", \"asin\": \"B0DBJ3N7M5\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\", \"asin\": \"B08TM73DZ3\", \"price\": \"$31.05\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.\", \"asin\": \"B0912BD42B\", \"price\": \"$20.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin\", \"asin\": \"B07PD293BY\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"},\n{\"title\": \"JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin\", \"asin\": \"B078X8H3JK\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane\", \"asin\": \"B098QWW43L\", \"price\": \"$15.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml\", \"asin\": \"B00DCE26AI\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.\", \"asin\": \"B001IIO66W\", \"price\": \"$58.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)\", \"asin\": \"B0C7Q3LL64\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Thu, Apr 10 Only 5 left in stock - order soon.\"},\n{\"title\": \"Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz\", \"asin\": \"B07SDQDMZ4\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:55.223Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e05\u6d01\u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\nAll Skin Type", "asin": "B0034JTD0W", "price": "$47.00", "quantity": ""}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types\n3.53 Ounce (Pack of 1)", "asin": "B0D9LN6VDC", "price": "$24.49", "quantity": ""}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz\nSensitive Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B00175S7T8", "price": "$52.00", "quantity": ""}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz\n5.07 Fl Oz (Pack of 1)", "asin": "B0D4517144", "price": "$17.99", "quantity": ""}, {"title": "Mamaearth Ubtan Face Pack with Turmeric & Saffron \| De-Tan Mask Helps Remove Tanning & Restore Natural Glow \| Helps Make Skin Soft & Supple \| 3.53 Oz (100g)\nAll Skin Type3.53 Ounce (Pack of 1)", "asin": "B07QSQCF9R", "price": "$14.88", "quantity": ""}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)\nAll Skin Type1 Count (Pack of 23)", "asin": "B08TM73DZ3", "price": "$31.05", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\n5 Count (Pack of 1)", "asin": "B0B57P7676", "price": "$7.99", "quantity": ""}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "NOWATER Collagen Wrapping Mask, Elasticity Improving, Hydrating, Firming - Hydrolyzed Collagen & Peptide, Glass Skin Peel Off Mask, Korean Skincare for Face (2.4 fl.oz)\n2.4 Fl Oz (Pack of 1)", "asin": "B0DQNPZ542", "price": "$16.25", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B0034JTD0W", "price": "$47.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types", "asin": "B0C42LDCM9", "price": "$45.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SHILLS Blackhead Remover, Pore Control, Skin Cleansing, Purifying Bamboo Charcoal, Peel Off Face Mask,1 Bottle(1.69 fl. oz)", "asin": "B0793P98MW", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ELEMIS Herbal Lavender Repair Mask; Soothing Clay Mask, 2.5 Fl Oz", "asin": "B00175S7T8", "price": "$52.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Aztec Secret\u2013 Indian Healing Clay 1 lb \u2013 Deep Pore Cleansing Facial & Body Mask \u2013 The Original 100% Natural Calcium Bentonite Clay \u2013 New Version 2", "asin": "B081FK6L1G", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kiehl's Facial Fuel Exfoliating Face Scrub, Facial Cleanser for Men, Smooths Skin & Removes Dead Skin, Dirt & Oil, Helps Soften Tough Facial Hair, with Caffeine, Menthol, Vitamin E & Citrus Extracts", "asin": "B002LJYI9C", "price": "$28.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Beauty of Joseon Ground Rice and Honey Glow Mask Pore Sebum Care for Dry Sensitive Skin Korean Skin Care 150ml, 5.07 fl.oz", "asin": "B0D4517144", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Clean Skin Club Clean Towels XL\u2122, 100% USDA Biobased Face Towel, Disposable Face Towelette, Eczema Association Accepted, Makeup Remover Dry Wipes, Ultra Soft, 50 Ct, 1 Pack", "asin": "B07PBXXNCY", "price": "$17.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Majestic Pure Dead Sea Mud Mask - Natural Face and Skin Care - Helps Reducing Pores and Appearances of Acne and Blackheads - Soothing, and Nourishing - 8.8 oz", "asin": "B00UREAGU8", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Carbonated Bubble Clay Mask, Deep Cleansing Face Mask, Detox Volcanic Ash and Bentonite Clay Masks with Collagen Peptides, Vitamin C, Hyaluronic Acid, Niacinamide", "asin": "B07FB3K984", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Green Tea Clay Purifying Mask 100g/3.53oz, Pore Clearing Mud Mask with Green Tea Extract and Portulaca Extract, Oil Control Spa Facial Mask for All Skin Types", "asin": "B0D9LN6VDC", "price": "$24.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:55.223Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:47:55.223Z	input	科颜氏面膜	rule	2025-04-07T22:47:55.223Z	input	科颜氏面膜	train	204	2025-04-07T22:47:55.223Z	input	科颜氏面膜	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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11 AM"}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz", "asin": "B085JZSBJR", "price": "$32.30", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Facial Cleanser, Gentle Soothing Korean Cleanser Face Wash for Acne-prone Sensitive Skin. Green Plum Low pH Cleansing Gel 200ml 6.76 Fl. Oz.", "asin": "B0DBJ3N7M5", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "FACETORY K Beauty Face Mask Skin Care 23 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (23 pc)", "asin": "B08TM73DZ3", "price": "$31.05", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AXIS-Y Mugwort Pore Clarifying Wash Off Pack - Face Exfoliator Targets Clogged Pores, Whitehead & Blackhead Remover - Vegan Korean Skin Care Glass Skin Clay Mask for All Skin Types - 3.38 fl. oz.", "asin": "B0912BD42B", "price": "$20.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "PUREDERM Deep Purifying Green O2 Bubble Mask 0.88oz x 5ea / Korean beauty/Bubble mask/Cleansing foam/Cleanser/Purifying mask/Green tea mask/Face toxin", "asin": "B07PD293BY", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}, {"title": "JMsolution Marine Luminous Pearl Deep Moisture 3 Step Skin Care Facial Mask - Korean Skincare - boosting Brightening Moisturizing-10 Sheets for Dry Skin", "asin": "B078X8H3JK", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ZealSea Vitamin C American Kaolin Clay Mask with Turmeric, Pro Ultra-Fine Creamy Texture, Deep Pore Cleansing Even Skin Tone Brighten Control Oil Detoxify, 30% Aloe, Jojoba Oil, Shea Butter & Squalane", "asin": "B098QWW43L", "price": "$15.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "PLANTIFIQUE Korean Skin Care Detox Face Mask with Avocado & Superfoods - Hydrating Clay Mud Mask Dermatologist Tested for Face and Body - Vegan Skincare 3.4 Oz/100ml", "asin": "B00DCE26AI", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "EVE LOM Rescue Mask \| Facial mask that purifies and hydrates at the same time. Honey-infused Kaolin Clay conditions skin while ground almonds gently exfoliate when dried mask is buffed off to reveal a brighter complexion. Hydrates up to 72 hours.", "asin": "B001IIO66W", "price": "$58.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tunbot Blackhead Removal Mask 120ML Pull-Off Bamboo Charcoal Mask deeply cleans blackhead dirt and purifies pores for men and women(4.23 fl.oz)", "asin": "B0C7Q3LL64", "price": "$14.99", "delivery": "FREE delivery Thu, Apr 10 Only 5 left in stock - order soon."}, {"title": "Cetaphil Clay Mask, DermaControl Purifying Clay Face Mask with Bentonite Clay for Blackheads and Pores, Designed for Oily, Sensitive Skin, 3 Oz", "asin": "B07SDQDMZ4"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:55.223Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\\nNormal Skin Type3.52 Ounce (Pack of 1)\", \"asin\": \"B0C42LDCM9\", \"price\": \"$45.00\", \"quantity\": \"\"},\n{\"title\": \"Biodance Skin Refining Mild PHA Toner, Gentle Exfoliating Face Toner for Sensitive Skin with Ceramides & NMF \| 5.07 fl.oz,150ml\\n5.07 Fl Oz (Pack of 1)\", \"asin\": \"B0CV4RHDTJ\", \"price\": \"$17.85\", \"quantity\": \"\"},\n{\"title\": \"BIODANCE Collagen Cream \| Firming Facial Moisturizer with Collagen, Mineral water, Hyaluronic Acid for Face \| 1.69 fl.oz, 50ml\\n1.69 Fl Oz (Pack of 1)\", \"asin\": \"B0CL6GFZPN\", \"price\": \"$38.50\", \"quantity\": \"\"},\n{\"title\": \"belif Vitamin E Jelly Overnight Mask \\u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\\nDry Skin Type2.5 Fl Oz (Pack of 1)\", \"asin\": \"B085JZSBJR\", \"price\": \"$32.30\", \"quantity\": \"\"},\n{\"title\": \"Kiehl's Midnight Recovery Omega Rich Botanical Night Cream, Overnight Renewing Face Moisturizer, Plumps & Replenishes Skin Barrier, with Omega Oils & Fatty Acids, Lavender Scent - 1.7 fl oz\\n1.7 Fl Oz (Pack of 1)\", \"asin\": \"B0BJBT1WQJ\", \"price\": \"$62.00\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin\", \"asin\": \"B0CWR4ZC1N\"}],\n\"search_results\": [{\"title\": \"JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)\", \"asin\": \"B073Q53BN1\", \"price\": \"$11.55\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask\", \"asin\": \"B0722LVW3B\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks\", \"asin\": \"B00BAM7F8C\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"MEDIHEAL Best Korean Sheet Mask - Vita Essential Face Mask 10 Sheets Vitamin Mask For All skin types Smoothing Tightening Toning up Brightening\", \"asin\": \"B09XWPL5VN\", \"price\": \"$19.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QPRXH2G\", \"price\": \"$21.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask\", \"asin\": \"B0722LVW3B\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BIODANCE Hydro Cera-nol Real Deep Mask, Overnight Hydrogel Mask, Soothing, Moisturizing, Nourishing, 1.19oz(34g) x 4ea\", \"asin\": \"B0CWGSP1WY\", \"price\": \"$19.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Aloe Facial Skincare Sheet Hydrating Moisturizing Revitalizing Facial Skincare Sheet for Dry, Oily, Sensitive and Tired Skin 25ml/0.8oz, Pack of 10\", \"asin\": \"B07X98ZC94\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)\", \"asin\": \"B073Q53BN1\", \"price\": \"$11.55\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"My Beauty Diary-Black Pearl Brightening Facial Mask, Intense Brightening and Ulta Hydrating, Rich Nutrition to Revitalize Dull Skin (8 Combo Pack)\", \"asin\": \"B01H4P9JPK\", \"price\": \"$16.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"THE FACE SHOP Vita-Toning Vegan Collagen Face Mask, Korean Glass Skin Essential, Hydrogel Mask for Moisturizing & Skin Elasticity, Improves Uneven Tone, 4EA\", \"asin\": \"B0DBRDD827\", \"price\": \"$19.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz\", \"asin\": \"B0DCDBWYDY\", \"price\": \"$18.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"LAPCOS Aloe Sheet Mask, Daily Face Mask with Cucumber and Aloe Gel to Calm and Moisturize Skin, Korean Beauty Favorite, 5-Pack\", \"asin\": \"B07JMTMHGS\", \"price\": \"$16.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Thamnolia Fresh Hydration Mask (26mlx5PCS) - Balancing Skin's Oil & Hydrating Face Mask for All Skin Types, Paraben-Free, Alcohol Free\", \"asin\": \"B0D9K8ZMDN\", \"price\": \"$28.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Dr.Jart+ Dermask Vital Hydra Solution Glow Face Mask with Hyaluronic Acid \| Sheet Mask \| Korean Skin Care\", \"asin\": \"B0D2D19357\", \"price\": \"$10.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin\", \"asin\": \"B07QWPYH88\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask\", \"asin\": \"B08TBJY2DP\", \"price\": \"$33.00\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Hadabisei Super Moisturizing 3D Facial Mask Brightening Sheets, 4 Count\", \"asin\": \"B00ST81QTY\", \"price\": \"$8.23\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Triple Hyaluron Hydrating Mask for Dry and Sensitive Skin, Anti Aging, Tightening and Moisturizing, Korean Vegan Beauty, Hyaluronic Acid, Caffeine, Vitamin C 10EA\", \"asin\": \"B0BV9756SK\", \"price\": \"$14.32\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"[K Beauty Snp] Overnight Bird's Nest Night Cream \| Travel Size Individual Packaging \| Hydrating and Protecting for All Dry Skin Types \| Korean Face Skincare \| Overnight Facial Skin Care \| 20 Pack\", \"asin\": \"B07QVMWG7C\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks\", \"asin\": \"B0B57P7676\", \"price\": \"$7.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Rose Collagen Wrapping Peel-off Mask Pack \| Korean Skincare Mask Pack (60ml/2.02 fl.oz.)\", \"asin\": \"B0D53Y7QB1\", \"price\": \"$15.33\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"grace & stella Under Eye Mask - Under Eye Patches for Dark Circles and Puffiness Undereye Bags, Wrinkles - Gel Eye Patch - Small Gifts - Vegan Cruelty-Free Self Care (48 Pairs, Gold)\", \"asin\": \"B014G1G10Q\", \"price\": \"$29.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Mediheal Official Best No.1 Korean Sheet Mask - NMF Ampoule Face Mask 10 Sheets For Intensely Hydrating Moisturizing with NMF For All Skin Types\", \"asin\": \"B09XWS4VZ7\", \"price\": \"$29.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"VT COSMETICS Daily Soothing Mask 30ea, Facial Sheet Mask for Moist & Hydrating, 30 Day Supply, Centella Asiatica Face Mask, Instant Calm & Glow, Korean Skincare\", \"asin\": \"B083X5R6VR\", \"price\": \"$17.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"DERMAL 39 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks\", \"asin\": \"B0797V8QZP\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea\", \"asin\": \"B0B2RM68G2\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Sodium Hyaluronate Medical Facial Repair Mask- Face Dressing for Anti-Acne, Moisturizing, Scar Treatment and Skin Healing \\u6577\\u5c14\\u4f73\\u533b\\u7528\\u900f\\u660e\\u8d28\\u9178\\u94a0\\u4fee\\u590d\\u8d34\\uff08\\u767d\\u819c\\uff09\", \"asin\": \"B0CJTPPM8C\", \"price\": \"$20.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz\", \"asin\": \"B01NCM25K7\", \"price\": \"$16.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera\", \"asin\": \"B01KSIO76G\", \"price\": \"$26.00\"},\n{\"title\": \"VOOLGA Skin Cleansing Repair Patch Hydrating And Moisturizing Repair Face Mask \\u6577\\u5c14\\u4f73\\u51c0\\u80a4\\u4fee\\u62a4\\u8d34\\u9762\\u819c26g/5pic, 1.63 Pound (Pack of 1)\", \"asin\": \"B0D8B5QM4M\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Ebanel 15 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe\", \"asin\": \"B07K6V8P2R\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside\", \"asin\": \"B0842FGLJ6\", \"price\": \"$14.71\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hydrating Soothing Sheet Masks Gift Set for Skincare, Korean Vegan Sheet Mask for Dry, Sensitive Skin, Calming, Smoothing, Brightening, Collagen, Ceramide, Cica, Hyaluronic Acid 30EA\", \"asin\": \"B0B43WPH44\", \"price\": \"$28.78\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks\", \"asin\": \"B00BAM7F8C\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Mediheal Best Korean Sheet Mask - Madecassoside Essential Face Mask 10 Sheets For Sensitive Blemish Prone All Skin Types Hydrating Moisturizing Calming Soothing\", \"asin\": \"B09XX1WNP7\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"VOOLGA Repairing Mask For Staying Up Late To Moisturize, Nourish Hydrating Face Masks For All Skin Type Variety Beauty Mask Set \\u6577\\u5c14\\u4f73\\u4f9d\\u514b\\u591a\\u56e0\\u71ac\\u591c\\u9762\\u819c26g/5Pic\", \"asin\": \"B0D8DSFZVG\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Apr 28 - May 6 Only 9 left in stock - order soon.\"},\n{\"title\": \"SUNGBOON EDITOR Deep Collagen Overnight mask 37gx4ea \| Original Hydrating Collagen Face Mask \| Real Collagen 2,160,000PPB for Elasticity \|TikTok Trend Items Korean Skin Care\", \"asin\": \"B0CJFFR574\", \"price\": \"$17.10\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"[K Beauty Snp] Variety Ampoule Sheet Mask Set \| Bird's Nest, 24K Gold, and Diamond Face Mask \| Hydrating, Moisturizing, Nourishing for Sensitive Facial Skin \| Korean Face Masks Skincare \| 12 Sheets\", \"asin\": \"B076FHMZQS\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"LAPCOS Collagen Sheet Mask, Firming Daily Face Mask with Collagen Peptides for Anti-Aging, Helps to Minimize Wrinkles, Restores Skin Elasticity & Firmness, Hydrating, Korean Beauty, 5-Pack\", \"asin\": \"B07DN4H67T\", \"price\": \"$16.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Ebanel 10 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe\", \"asin\": \"B01N37AK8V\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"celavi Essence Facial Face Mask Paper Sheet Korea Skin Care Moisturizing 12 Pack (Mix - 2 of Each)\", \"asin\": \"B01EGRLH40\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Kose Clear Turn 6-in1 Retinol Face Mask (50 sheet) Jumbo Pack - Japan Imported\", \"asin\": \"B019Z438L4\", \"price\": \"$18.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Naruko Magnolia brightening and firming 3D face lifting facial mask - reduce dark spots, fades wrinkles and boosts collagen Provides intensive hydration and adds radiance \\u767d\\u7389\\u862d\\u5411\\u4e0a\\u7dca\\u7dfb\\u7f8e\\u767d\\u62c9\\u63d0\\u9762\\u819c\", \"asin\": \"B00JJ4YA4K\", \"price\": \"$21.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Real Collagen Fit, Hydrolyzed Collagen Wrapping Mask, Peel Off Facial Mask for elasticity, Hydrating, Glow, Glass Skin, Face Moisturizer, Self Care, Korean Skin Care, 50ml, 1.69 fl. oz.\", \"asin\": \"B0D6R5CF7T\", \"price\": \"$19.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Mediheal Official Best Korean Sheet Mask - Collagen Essential Face Mask 10 Sheets Lifting and Firming For All Skin Types Value Sets\", \"asin\": \"B09XWHB1HR\", \"price\": \"$19.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"New Upgrade!\\u3010Naruko\\u3011 Raw Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\\uff08\\u5347\\u7d1a\\u7248\\uff09\", \"asin\": \"B00DECM4V4\", \"price\": \"$19.76\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 13 left in stock - order soon.\"},\n{\"title\": \"Abib Mild acidic pH sheet mask Heartleaf Fit 30ml (10pcs)\", \"asin\": \"B0816JDCNY\", \"price\": \"$22.35\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"56 Pack Sheet Face Masks Skincare for Women, Hydrating Face Masks Suitable for Sensitive Skin, Bulk Facial Mask Gifts Set for Skin Care, Home Skincare Spa for All Skin Types\", \"asin\": \"B0CYH3WN5Z\", \"price\": \"$21.24\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Mediheal Korean Ampoule Combo Mask Sheet Pack of 8 - E.G.T, I.P.I, N.M.F, H.P.A - Value Variety Pack - Hydrating Daily Skincare Sheet Face Sheet Mask - Korean Skincare\", \"asin\": \"B07WV3TW5Q\", \"price\": \"$23.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"FACETORY K Beauty Face Mask Skin Care - EVERYDAY 8 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (8 pc)\", \"asin\": \"B07VWL57LT\", \"price\": \"$13.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Mediheal Sheet Mask Essential HERO 6 pack (Tea Tree, Madecassoside, Vita)\| Korean Skincare Facial Sheet Mask Combo Moisturizing, Soothing and for Blemishes\", \"asin\": \"B0BRDGL821\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ISTON 6 Pack Bio-Collagen Real Deep Anti Wrinkle Lifting Mask,Overnight Hydrating Face Mask for All Skin Types -Pore Minimizing,Elasticity Enhancing,Firming,Moisturizing\", \"asin\": \"B0D7HFVBXF\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Azure Cosmetics 24K Gold Firming Face Mask- Anti Aging, Hydrating, Toning & Firming Facial Mask - Helps Reduce Wrinkles & Fine Lines - With Hyaluronic Acid & Collagen - Made in Korea - Pack of 5\", \"asin\": \"B075JRK87L\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"[K Beauty Snp] Bird's Nest Ampoule Sheet Mask \| Hyaluronic Acid Sheet Mask \| Maximum Hydration and Protection for All Dry Skin Types \| Korean Skincare Facial Mask \| 10 Sheets\", \"asin\": \"B0777H4NDH\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"SKIN1004 Zombie Pack 1 Box, 8ea, Hydrating\", \"asin\": \"B06XZV7ZGC\", \"price\": \"$20.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"ParaFaciem Reusable V Line Mask Facial Slimming Strap Double Chin Reducer Chin Up Mask Face Lifting Belt V Shaped Slimming Face Mask\", \"asin\": \"B08J16FXGM\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz\", \"asin\": \"B08YRD11VS\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items\"},\n{\"title\": \"Voolga Desert Plants Face Sheet Mask,Facial Mask Rejuvenates Skin with Plant Extracts, Moisturizing Repair Patch,Skin Hydration & Moisturization \\u6577\\u5c14\\u4f73\\u6c99\\u6f20\\u690d\\u7269\\u4fdd\\u6e7f\\u4fee\\u62a4\\u9762\\u819c 25g/5 Pieces/Box\", \"asin\": \"B0D9NCN4P1\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"BIODANCE Mask Duo: Bio-Collagen & Hydro Cera-nol Real Deep Mask\", \"asin\": \"B0D97Y5KLH\", \"price\": \"$34.00\", \"delivery\": \"\"},\n{\"title\": \"Naruko Job's Tears Brightening Mask \\u7d05\\u858f\\u4ec1\\u5065\\u5eb7\\u96ea\\u767d\\u9762\\u819c\", \"asin\": \"B08LJ6HDBS\", \"price\": \"$20.00\", \"delivery\": \"FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T22:47:55.561Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u79d1\u989c\u6c0f \u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "Biodance Skin Refining Mild PHA Toner, Gentle Exfoliating Face Toner for Sensitive Skin with Ceramides & NMF \| 5.07 fl.oz,150ml\n5.07 Fl Oz (Pack of 1)", "asin": "B0CV4RHDTJ", "price": "$17.85", "quantity": ""}, {"title": "BIODANCE Collagen Cream \| Firming Facial Moisturizer with Collagen, Mineral water, Hyaluronic Acid for Face \| 1.69 fl.oz, 50ml\n1.69 Fl Oz (Pack of 1)", "asin": "B0CL6GFZPN", "price": "$38.50", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Kiehl's Midnight Recovery Omega Rich Botanical Night Cream, Overnight Renewing Face Moisturizer, Plumps & Replenishes Skin Barrier, with Omega Oils & Fatty Acids, Lavender Scent - 1.7 fl oz\n1.7 Fl Oz (Pack of 1)", "asin": "B0BJBT1WQJ", "price": "$62.00", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)", "asin": "B073Q53BN1", "price": "$11.55", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask", "asin": "B0722LVW3B", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - 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11 AM on $25 of qualifying items"}, {"title": "DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask", "asin": "B0722LVW3B", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BIODANCE Hydro Cera-nol Real Deep Mask, Overnight Hydrogel Mask, Soothing, Moisturizing, Nourishing, 1.19oz(34g) x 4ea", "asin": "B0CWGSP1WY", "price": "$19.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Aloe Facial Skincare Sheet Hydrating Moisturizing Revitalizing Facial Skincare Sheet for Dry, Oily, Sensitive and Tired Skin 25ml/0.8oz, Pack of 10", "asin": "B07X98ZC94", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)", "asin": "B073Q53BN1", "price": "$11.55", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "My Beauty Diary-Black Pearl Brightening Facial Mask, Intense Brightening and Ulta Hydrating, Rich Nutrition to Revitalize Dull Skin (8 Combo Pack)", "asin": "B01H4P9JPK", "price": "$16.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "THE FACE SHOP Vita-Toning Vegan Collagen Face Mask, Korean Glass Skin Essential, Hydrogel Mask for Moisturizing & Skin Elasticity, Improves Uneven Tone, 4EA", "asin": "B0DBRDD827", "price": "$19.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "LAPCOS Aloe Sheet Mask, Daily Face Mask with Cucumber and Aloe Gel to Calm and Moisturize Skin, Korean Beauty Favorite, 5-Pack", "asin": "B07JMTMHGS", "price": "$16.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Thamnolia Fresh Hydration Mask (26mlx5PCS) - Balancing Skin's Oil & Hydrating Face Mask for All Skin Types, Paraben-Free, Alcohol Free", "asin": "B0D9K8ZMDN", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Dr.Jart+ Dermask Vital Hydra Solution Glow Face Mask with Hyaluronic Acid \| Sheet Mask \| Korean Skin Care", "asin": "B0D2D19357", "price": "$10.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Hadabisei Super Moisturizing 3D Facial Mask Brightening Sheets, 4 Count", "asin": "B00ST81QTY", "price": "$8.23", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Triple Hyaluron Hydrating Mask for Dry and Sensitive Skin, Anti Aging, Tightening and Moisturizing, Korean Vegan Beauty, Hyaluronic Acid, Caffeine, Vitamin C 10EA", "asin": "B0BV9756SK", "price": "$14.32", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Overnight Bird's Nest Night Cream \| Travel Size Individual Packaging \| Hydrating and Protecting for All Dry Skin Types \| Korean Face Skincare \| Overnight Facial Skin Care \| 20 Pack", "asin": "B07QVMWG7C", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks", "asin": "B0B57P7676", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 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11 AM on $25 of qualifying items"}, {"title": "DERMAL 39 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks", "asin": "B0797V8QZP", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Sodium Hyaluronate Medical Facial Repair Mask- Face Dressing for Anti-Acne, Moisturizing, Scar Treatment and Skin Healing \u6577\u5c14\u4f73\u533b\u7528\u900f\u660e\u8d28\u9178\u94a0\u4fee\u590d\u8d34\uff08\u767d\u819c\uff09", "asin": "B0CJTPPM8C", "price": "$20.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "VOOLGA Skin Cleansing Repair Patch Hydrating And Moisturizing Repair Face Mask \u6577\u5c14\u4f73\u51c0\u80a4\u4fee\u62a4\u8d34\u9762\u819c26g/5pic, 1.63 Pound (Pack of 1)", "asin": "B0D8B5QM4M", "price": "$16.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Ebanel 15 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe", "asin": "B07K6V8P2R", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Soothing Sheet Masks Gift Set for Skincare, Korean Vegan Sheet Mask for Dry, Sensitive Skin, Calming, Smoothing, Brightening, Collagen, Ceramide, Cica, Hyaluronic Acid 30EA", "asin": "B0B43WPH44", "price": "$28.78", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks", "asin": "B00BAM7F8C", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Best Korean Sheet Mask - Madecassoside Essential Face Mask 10 Sheets For Sensitive Blemish Prone All Skin Types Hydrating Moisturizing Calming Soothing", "asin": "B09XX1WNP7", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "VOOLGA Repairing Mask For Staying Up Late To Moisturize, Nourish Hydrating Face Masks For All Skin Type Variety Beauty Mask Set \u6577\u5c14\u4f73\u4f9d\u514b\u591a\u56e0\u71ac\u591c\u9762\u819c26g/5Pic", "asin": "B0D8DSFZVG", "price": "$22.99", "delivery": "FREE delivery Apr 28 - May 6 Only 9 left in stock - order soon."}, {"title": "SUNGBOON EDITOR Deep Collagen Overnight mask 37gx4ea \| Original Hydrating Collagen Face Mask \| Real Collagen 2,160,000PPB for Elasticity \|TikTok Trend Items Korean Skin Care", "asin": "B0CJFFR574", "price": "$17.10", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Variety Ampoule Sheet Mask Set \| Bird's Nest, 24K Gold, and Diamond Face Mask \| Hydrating, Moisturizing, Nourishing for Sensitive Facial Skin \| Korean Face Masks Skincare \| 12 Sheets", "asin": "B076FHMZQS", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "LAPCOS Collagen Sheet Mask, Firming Daily Face Mask with Collagen Peptides for Anti-Aging, Helps to Minimize Wrinkles, Restores Skin Elasticity & Firmness, Hydrating, Korean Beauty, 5-Pack", "asin": "B07DN4H67T", "price": "$16.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe", "asin": "B01N37AK8V", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "celavi Essence Facial Face Mask Paper Sheet Korea Skin Care Moisturizing 12 Pack (Mix - 2 of Each)", "asin": "B01EGRLH40", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kose Clear Turn 6-in1 Retinol Face Mask (50 sheet) Jumbo Pack - Japan Imported", "asin": "B019Z438L4", "price": "$18.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Magnolia brightening and firming 3D face lifting facial mask - reduce dark spots, fades wrinkles and boosts collagen Provides intensive hydration and adds radiance \u767d\u7389\u862d\u5411\u4e0a\u7dca\u7dfb\u7f8e\u767d\u62c9\u63d0\u9762\u819c", "asin": "B00JJ4YA4K", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Real Collagen Fit, Hydrolyzed Collagen Wrapping Mask, Peel Off Facial Mask for elasticity, Hydrating, Glow, Glass Skin, Face Moisturizer, Self Care, Korean Skin Care, 50ml, 1.69 fl. oz.", "asin": "B0D6R5CF7T", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Official Best Korean Sheet Mask - Collagen Essential Face Mask 10 Sheets Lifting and Firming For All Skin Types Value Sets", "asin": "B09XWHB1HR", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "New Upgrade!\u3010Naruko\u3011 Raw Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c\uff08\u5347\u7d1a\u7248\uff09", "asin": "B00DECM4V4", "price": "$19.76", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 13 left in stock - order soon."}, {"title": "Abib Mild acidic pH sheet mask Heartleaf Fit 30ml (10pcs)", "asin": "B0816JDCNY", "price": "$22.35", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "56 Pack Sheet Face Masks Skincare for Women, Hydrating Face Masks Suitable for Sensitive Skin, Bulk Facial Mask Gifts Set for Skin Care, Home Skincare Spa for All Skin Types", "asin": "B0CYH3WN5Z", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Korean Ampoule Combo Mask Sheet Pack of 8 - E.G.T, I.P.I, N.M.F, H.P.A - Value Variety Pack - Hydrating Daily Skincare Sheet Face Sheet Mask - Korean Skincare", "asin": "B07WV3TW5Q", "price": "$23.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "FACETORY K Beauty Face Mask Skin Care - EVERYDAY 8 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (8 pc)", "asin": "B07VWL57LT", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Sheet Mask Essential HERO 6 pack (Tea Tree, Madecassoside, Vita)\| Korean Skincare Facial Sheet Mask Combo Moisturizing, Soothing and for Blemishes", "asin": "B0BRDGL821", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ISTON 6 Pack Bio-Collagen Real Deep Anti Wrinkle Lifting Mask,Overnight Hydrating Face Mask for All Skin Types -Pore Minimizing,Elasticity Enhancing,Firming,Moisturizing", "asin": "B0D7HFVBXF", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Azure Cosmetics 24K Gold Firming Face Mask- Anti Aging, Hydrating, Toning & Firming Facial Mask - Helps Reduce Wrinkles & Fine Lines - With Hyaluronic Acid & Collagen - Made in Korea - Pack of 5", "asin": "B075JRK87L", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Bird's Nest Ampoule Sheet Mask \| Hyaluronic Acid Sheet Mask \| Maximum Hydration and Protection for All Dry Skin Types \| Korean Skincare Facial Mask \| 10 Sheets", "asin": "B0777H4NDH", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "SKIN1004 Zombie Pack 1 Box, 8ea, Hydrating", "asin": "B06XZV7ZGC", "price": "$20.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ParaFaciem Reusable V Line Mask Facial Slimming Strap Double Chin Reducer Chin Up Mask Face Lifting Belt V Shaped Slimming Face Mask", "asin": "B08J16FXGM", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Voolga Desert Plants Face Sheet Mask,Facial Mask Rejuvenates Skin with Plant Extracts, Moisturizing Repair Patch,Skin Hydration & Moisturization \u6577\u5c14\u4f73\u6c99\u6f20\u690d\u7269\u4fdd\u6e7f\u4fee\u62a4\u9762\u819c 25g/5 Pieces/Box", "asin": "B0D9NCN4P1", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "BIODANCE Mask Duo: Bio-Collagen & Hydro Cera-nol Real Deep Mask", "asin": "B0D97Y5KLH", "price": "$34.00", "delivery": ""}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:55.561Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T22:47:55.561Z	click	search	rule	2025-04-07T22:47:55.561Z	click	search	train	205	2025-04-07T22:47:55.561Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u79d1\u989c\u6c0f \u9762\u819c"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Kiehl's Ultra Facial Overnight Hydrating Face Mask with 10.5% Squalane, Deeply Hydrates Skin & Strengthens Moisture Barrier, Treats Dryness & Flaky Skin, Paraben-free, Fragrance-free, All Skin Types\nNormal Skin Type3.52 Ounce (Pack of 1)", "asin": "B0C42LDCM9", "price": "$45.00", "quantity": ""}, {"title": "Biodance Skin Refining Mild PHA Toner, Gentle Exfoliating Face Toner for Sensitive Skin with Ceramides & NMF \| 5.07 fl.oz,150ml\n5.07 Fl Oz (Pack of 1)", "asin": "B0CV4RHDTJ", "price": "$17.85", "quantity": ""}, {"title": "BIODANCE Collagen Cream \| Firming Facial Moisturizer with Collagen, Mineral water, Hyaluronic Acid for Face \| 1.69 fl.oz, 50ml\n1.69 Fl Oz (Pack of 1)", "asin": "B0CL6GFZPN", "price": "$38.50", "quantity": ""}, {"title": "belif Vitamin E Jelly Overnight Mask \u2013 Hydrating & Plumping Face Moisturizer with Red Algae & Jojoba Oil, Deep Repair for Glass Skin, Korean Sleeping Mask for Intense Hydration & Radiance, 2.53 fl oz\nDry Skin Type2.5 Fl Oz (Pack of 1)", "asin": "B085JZSBJR", "price": "$32.30", "quantity": ""}, {"title": "Kiehl's Midnight Recovery Omega Rich Botanical Night Cream, Overnight Renewing Face Moisturizer, Plumps & Replenishes Skin Barrier, with Omega Oils & Fatty Acids, Lavender Scent - 1.7 fl oz\n1.7 Fl Oz (Pack of 1)", "asin": "B0BJBT1WQJ", "price": "$62.00", "quantity": ""}], "ads": [{"title": "MDP+ RED LACTO COLLAGEN WRAPPING MASK, Glowy, Skin Elasticity, Hydrating, 2.36oz/70ml,Peel-off Mask, Pore Lifting and Minimizing, Korean Glass Skin", "asin": "B0CWR4ZC1N"}], "search_results": [{"title": "JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)", "asin": "B073Q53BN1", "price": "$11.55", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask", "asin": "B0722LVW3B", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks", "asin": "B00BAM7F8C", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MEDIHEAL Best Korean Sheet Mask - Vita Essential Face Mask 10 Sheets Vitamin Mask For All skin types Smoothing Tightening Toning up Brightening", "asin": "B09XWPL5VN", "price": "$19.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "+WIS+ Hyaluronic Acid Face Mask 24 EA with Hyaluronic Acid Serum and Vitamin B5, Hydrating Facial Mask for Dry Skin, Anti-Aging Mask to Plump and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QPRXH2G", "price": "$21.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "DERMAL 24 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Mask", "asin": "B0722LVW3B", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BIODANCE Hydro Cera-nol Real Deep Mask, Overnight Hydrogel Mask, Soothing, Moisturizing, Nourishing, 1.19oz(34g) x 4ea", "asin": "B0CWGSP1WY", "price": "$19.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Aloe Facial Skincare Sheet Hydrating Moisturizing Revitalizing Facial Skincare Sheet for Dry, Oily, Sensitive and Tired Skin 25ml/0.8oz, Pack of 10", "asin": "B07X98ZC94", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "JMSolution Honey Royal Propolis Ampoule Korean Skincare Facial Mask -Rich Moisturizing boositng Nutrition -10sheets per box For All Skin Type (Honey Royal)", "asin": "B073Q53BN1", "price": "$11.55", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "My Beauty Diary-Black Pearl Brightening Facial Mask, Intense Brightening and Ulta Hydrating, Rich Nutrition to Revitalize Dull Skin (8 Combo Pack)", "asin": "B01H4P9JPK", "price": "$16.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "THE FACE SHOP Vita-Toning Vegan Collagen Face Mask, Korean Glass Skin Essential, Hydrogel Mask for Moisturizing & Skin Elasticity, Improves Uneven Tone, 4EA", "asin": "B0DBRDD827", "price": "$19.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "HORACE Purifying Face Mask for Men - Facial Deep Cleanse with Kaolin Clay and Blue Everlasting Flower - Pore Refining Skincare for All Skin Types - Unscented, 2.45 fl.oz", "asin": "B0DCDBWYDY", "price": "$18.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "LAPCOS Aloe Sheet Mask, Daily Face Mask with Cucumber and Aloe Gel to Calm and Moisturize Skin, Korean Beauty Favorite, 5-Pack", "asin": "B07JMTMHGS", "price": "$16.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Thamnolia Fresh Hydration Mask (26mlx5PCS) - Balancing Skin's Oil & Hydrating Face Mask for All Skin Types, Paraben-Free, Alcohol Free", "asin": "B0D9K8ZMDN", "price": "$28.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Dr.Jart+ Dermask Vital Hydra Solution Glow Face Mask with Hyaluronic Acid \| Sheet Mask \| Korean Skin Care", "asin": "B0D2D19357", "price": "$10.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "+WIS+ Intensive Hydrating Face Masks 24 EA with Hyaluronic Acid Serum for Dry Skin, Collagen Facial Mask to Pore Minimizing, Elasticity Improvement and Repair Dehydrated Skin, Safe on Sensitive Skin", "asin": "B07QWPYH88", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Torriden DIVE IN Hyaluronic Acid Facial Mask (10 sheets) \| Extra Moisturizing Care \| Hyaluronic Acid, Panthenol, Allantoin \| Korean Face Mask", "asin": "B08TBJY2DP", "price": "$33.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Hadabisei Super Moisturizing 3D Facial Mask Brightening Sheets, 4 Count", "asin": "B00ST81QTY", "price": "$8.23", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Triple Hyaluron Hydrating Mask for Dry and Sensitive Skin, Anti Aging, Tightening and Moisturizing, Korean Vegan Beauty, Hyaluronic Acid, Caffeine, Vitamin C 10EA", "asin": "B0BV9756SK", "price": "$14.32", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Overnight Bird's Nest Night Cream \| Travel Size Individual Packaging \| Hydrating and Protecting for All Dry Skin Types \| Korean Face Skincare \| Overnight Facial Skin Care \| 20 Pack", "asin": "B07QVMWG7C", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Hyaluronic Acid & Collagen Sheet Mask - Hydrating, Anti-Aging, Skin Firming - Dermatologist Tested Korean Skincare - Clean Beauty, Natural Ingredients, Cruelty-Free, All Skin Types - 5 Masks", "asin": "B0B57P7676", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Rose Collagen Wrapping Peel-off Mask Pack \| Korean Skincare Mask Pack (60ml/2.02 fl.oz.)", "asin": "B0D53Y7QB1", "price": "$15.33", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "grace & stella Under Eye Mask - Under Eye Patches for Dark Circles and Puffiness Undereye Bags, Wrinkles - Gel Eye Patch - Small Gifts - Vegan Cruelty-Free Self Care (48 Pairs, Gold)", "asin": "B014G1G10Q", "price": "$29.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Mediheal Official Best No.1 Korean Sheet Mask - NMF Ampoule Face Mask 10 Sheets For Intensely Hydrating Moisturizing with NMF For All Skin Types", "asin": "B09XWS4VZ7", "price": "$29.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "VT COSMETICS Daily Soothing Mask 30ea, Facial Sheet Mask for Moist & Hydrating, 30 Day Supply, Centella Asiatica Face Mask, Instant Calm & Glow, Korean Skincare", "asin": "B083X5R6VR", "price": "$17.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "DERMAL 39 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks", "asin": "B0797V8QZP", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "BIODANCE Bio-Collagen Real Deep Mask, Hydrating Overnight Hydrogel Mask, Pore Minimizing, Elasticity Improvement, 34g x4ea", "asin": "B0B2RM68G2", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Sodium Hyaluronate Medical Facial Repair Mask- Face Dressing for Anti-Acne, Moisturizing, Scar Treatment and Skin Healing \u6577\u5c14\u4f73\u533b\u7528\u900f\u660e\u8d28\u9178\u94a0\u4fee\u590d\u8d34\uff08\u767d\u819c\uff09", "asin": "B0CJTPPM8C", "price": "$20.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "New York Biology Dead Sea Mud Mask for Face and Body - Spa Quality Pore Reducer for Acne, Blackheads & Oily Skin, Natural Skincare for Women, Men - Tightens Skin for A Healthier Complexion - 8.8 oz", "asin": "B01NCM25K7", "price": "$16.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kiehl's Rare Earth Deep Pore Cleansing Mask, Oil-Minimizing Face Mask for Clogged Pores, Detoxifies & Refines Skin, Absorbs Excess Oil, with Amazonian White Clay & Aloe Vera", "asin": "B01KSIO76G", "price": "$26.00"}, {"title": "VOOLGA Skin Cleansing Repair Patch Hydrating And Moisturizing Repair Face Mask \u6577\u5c14\u4f73\u51c0\u80a4\u4fee\u62a4\u8d34\u9762\u819c26g/5pic, 1.63 Pound (Pack of 1)", "asin": "B0D8B5QM4M", "price": "$16.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Ebanel 15 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe", "asin": "B07K6V8P2R", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "CENTELLIAN 24 Madeca Derma Face Mask (Intensive, 10pc) - Soothing Cotton Sheet Mask for Sensitive, All Skin Types, 24-Hour Hydration. Premium Korean Skin Care. TECA, Centella Asiatica, Madecassoside", "asin": "B0842FGLJ6", "price": "$14.71", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hydrating Soothing Sheet Masks Gift Set for Skincare, Korean Vegan Sheet Mask for Dry, Sensitive Skin, Calming, Smoothing, Brightening, Collagen, Ceramide, Cica, Hyaluronic Acid 30EA", "asin": "B0B43WPH44", "price": "$28.78", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "DERMAL 16 Combo Pack A Collagen Essence Korean Face Mask - Hydrating & Soothing Facial Mask with Panthenol - Hypoallergenic Self Care Sheet Mask for All Skin Types - Natural Home Spa Treatment Masks", "asin": "B00BAM7F8C", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Best Korean Sheet Mask - Madecassoside Essential Face Mask 10 Sheets For Sensitive Blemish Prone All Skin Types Hydrating Moisturizing Calming Soothing", "asin": "B09XX1WNP7", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "VOOLGA Repairing Mask For Staying Up Late To Moisturize, Nourish Hydrating Face Masks For All Skin Type Variety Beauty Mask Set \u6577\u5c14\u4f73\u4f9d\u514b\u591a\u56e0\u71ac\u591c\u9762\u819c26g/5Pic", "asin": "B0D8DSFZVG", "price": "$22.99", "delivery": "FREE delivery Apr 28 - May 6 Only 9 left in stock - order soon."}, {"title": "SUNGBOON EDITOR Deep Collagen Overnight mask 37gx4ea \| Original Hydrating Collagen Face Mask \| Real Collagen 2,160,000PPB for Elasticity \|TikTok Trend Items Korean Skin Care", "asin": "B0CJFFR574", "price": "$17.10", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Variety Ampoule Sheet Mask Set \| Bird's Nest, 24K Gold, and Diamond Face Mask \| Hydrating, Moisturizing, Nourishing for Sensitive Facial Skin \| Korean Face Masks Skincare \| 12 Sheets", "asin": "B076FHMZQS", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "LAPCOS Collagen Sheet Mask, Firming Daily Face Mask with Collagen Peptides for Anti-Aging, Helps to Minimize Wrinkles, Restores Skin Elasticity & Firmness, Hydrating, Korean Beauty, 5-Pack", "asin": "B07DN4H67T", "price": "$16.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Ebanel 10 Pack Collagen Peptide Hydrating Face Masks, Instant Brightening Firming Anti Aging Face Sheet Masks, Moisturizing Spa Facial Mask Skincare with Hyaluronic Acid, Vitamin C, Chamomile, Aloe", "asin": "B01N37AK8V", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "celavi Essence Facial Face Mask Paper Sheet Korea Skin Care Moisturizing 12 Pack (Mix - 2 of Each)", "asin": "B01EGRLH40", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Kose Clear Turn 6-in1 Retinol Face Mask (50 sheet) Jumbo Pack - Japan Imported", "asin": "B019Z438L4", "price": "$18.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Naruko Magnolia brightening and firming 3D face lifting facial mask - reduce dark spots, fades wrinkles and boosts collagen Provides intensive hydration and adds radiance \u767d\u7389\u862d\u5411\u4e0a\u7dca\u7dfb\u7f8e\u767d\u62c9\u63d0\u9762\u819c", "asin": "B00JJ4YA4K", "price": "$21.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Real Collagen Fit, Hydrolyzed Collagen Wrapping Mask, Peel Off Facial Mask for elasticity, Hydrating, Glow, Glass Skin, Face Moisturizer, Self Care, Korean Skin Care, 50ml, 1.69 fl. oz.", "asin": "B0D6R5CF7T", "price": "$19.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Official Best Korean Sheet Mask - Collagen Essential Face Mask 10 Sheets Lifting and Firming For All Skin Types Value Sets", "asin": "B09XWHB1HR", "price": "$19.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "New Upgrade!\u3010Naruko\u3011 Raw Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c\uff08\u5347\u7d1a\u7248\uff09", "asin": "B00DECM4V4", "price": "$19.76", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 13 left in stock - order soon."}, {"title": "Abib Mild acidic pH sheet mask Heartleaf Fit 30ml (10pcs)", "asin": "B0816JDCNY", "price": "$22.35", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "56 Pack Sheet Face Masks Skincare for Women, Hydrating Face Masks Suitable for Sensitive Skin, Bulk Facial Mask Gifts Set for Skin Care, Home Skincare Spa for All Skin Types", "asin": "B0CYH3WN5Z", "price": "$21.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Korean Ampoule Combo Mask Sheet Pack of 8 - E.G.T, I.P.I, N.M.F, H.P.A - Value Variety Pack - Hydrating Daily Skincare Sheet Face Sheet Mask - Korean Skincare", "asin": "B07WV3TW5Q", "price": "$23.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "FACETORY K Beauty Face Mask Skin Care - EVERYDAY 8 COLLECTION Sheet Mask Set \| Natural Premium Korean Face Mask For All Skin Types - No Sulfates No Parabens (8 pc)", "asin": "B07VWL57LT", "price": "$13.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Mediheal Sheet Mask Essential HERO 6 pack (Tea Tree, Madecassoside, Vita)\| Korean Skincare Facial Sheet Mask Combo Moisturizing, Soothing and for Blemishes", "asin": "B0BRDGL821", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ISTON 6 Pack Bio-Collagen Real Deep Anti Wrinkle Lifting Mask,Overnight Hydrating Face Mask for All Skin Types -Pore Minimizing,Elasticity Enhancing,Firming,Moisturizing", "asin": "B0D7HFVBXF", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Azure Cosmetics 24K Gold Firming Face Mask- Anti Aging, Hydrating, Toning & Firming Facial Mask - Helps Reduce Wrinkles & Fine Lines - With Hyaluronic Acid & Collagen - Made in Korea - Pack of 5", "asin": "B075JRK87L", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "[K Beauty Snp] Bird's Nest Ampoule Sheet Mask \| Hyaluronic Acid Sheet Mask \| Maximum Hydration and Protection for All Dry Skin Types \| Korean Skincare Facial Mask \| 10 Sheets", "asin": "B0777H4NDH", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "SKIN1004 Zombie Pack 1 Box, 8ea, Hydrating", "asin": "B06XZV7ZGC", "price": "$20.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "ParaFaciem Reusable V Line Mask Facial Slimming Strap Double Chin Reducer Chin Up Mask Face Lifting Belt V Shaped Slimming Face Mask", "asin": "B08J16FXGM", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Vitamin C Face Mask with Kaolin Clay and Turmeric for Dark Spots, Dull Skin, Skincare Facial Mask for Controlling Oil and Refining Pores 5.29 Oz", "asin": "B08YRD11VS", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"}, {"title": "Voolga Desert Plants Face Sheet Mask,Facial Mask Rejuvenates Skin with Plant Extracts, Moisturizing Repair Patch,Skin Hydration & Moisturization \u6577\u5c14\u4f73\u6c99\u6f20\u690d\u7269\u4fdd\u6e7f\u4fee\u62a4\u9762\u819c 25g/5 Pieces/Box", "asin": "B0D9NCN4P1", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "BIODANCE Mask Duo: Bio-Collagen & Hydro Cera-nol Real Deep Mask", "asin": "B0D97Y5KLH", "price": "$34.00", "delivery": ""}, {"title": "Naruko Job's Tears Brightening Mask \u7d05\u858f\u4ec1\u5065\u5eb7\u96ea\u767d\u9762\u819c", "asin": "B08LJ6HDBS", "price": "$20.00", "delivery": "FREE delivery Mon, Apr 14 for Prime members Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T22:47:55.561Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"search_results\": [{\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n{\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n{\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:23.056Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:23.056Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T23:37:23.056Z	input	吊坠	rule	2025-04-07T23:37:23.056Z	input	吊坠	train	206	2025-04-07T23:37:23.056Z	input	吊坠	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:23.056Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"search_results\": [{\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n{\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n{\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:33.683Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:33.683Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T23:37:33.683Z	input	吊坠男	rule	2025-04-07T23:37:33.683Z	input	吊坠男	train	207	2025-04-07T23:37:33.683Z	input	吊坠男	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:33.683Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u540a\\u5760 \\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"search_results\": [{\"title\": \"Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt\", \"asin\": \"B0DKYLXPFD\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit\", \"asin\": \"B0BYLCQ7Q3\", \"price\": \"$138.00\", \"delivery\": \"FREE delivery Apr 11 - 15\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9LH2S\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKY9VG6F\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt\", \"asin\": \"B0DPXT3C95\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0DGWC1Y5C\", \"price\": \"$54.69\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall\", \"asin\": \"B0D5N87RJ7\", \"price\": \"$79.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Non-Iron Long Sleeve Button Down Sport Shirt\", \"asin\": \"B0BWSGX4YK\", \"price\": \"$82.49\", \"delivery\": \"FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt\", \"asin\": \"B072LLCV3T\", \"price\": \"$68.42\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Long Sleeve Slim Untucked Flex Shirt\", \"asin\": \"B0CV9KP2XF\", \"price\": \"$58.00\", \"delivery\": \"$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14\"},\n{\"title\": \"Men's Classic Long Sleeve Oxford Shirt\", \"asin\": \"B0BTDTPTT4\", \"price\": \"$106.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt\", \"asin\": \"B0DPXT5L7Y\", \"price\": \"$85.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt\", \"asin\": \"B0DKY94Q7V\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking\", \"asin\": \"B0DGQ2PL4F\", \"price\": \"$79.00\", \"delivery\": \"FREE delivery Sat, Apr 12 for Prime members\"},\n{\"title\": \"Men's Gingham Stretch Poplin Shirt\", \"asin\": \"B0BVGPFWGC\", \"price\": \"$98.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0CWB3P9QT\", \"price\": \"$108.00\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Men's Friday Sport Shirt\", \"asin\": \"B0BQSLWX5S\", \"price\": \"$89.50\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Classic Oxford Long Sleeve Sport Shirt\", \"asin\": \"B0DQHDCN29\", \"price\": \"$104.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Classic Fit Long Sleeve Button Down Shirt\", \"asin\": \"B0DV6NY38Z\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Slim Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYQPDR9\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt\", \"asin\": \"B0DPXSZKCL\", \"price\": \"$125.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Cotton Stripe Casual Shirt\", \"asin\": \"B0DS6MC811\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt\", \"asin\": \"B0DKYFK4YM\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Apr 11 - 12\"},\n{\"title\": \"Men's Slim-fit Long-Sleeve Plaid Shirt\", \"asin\": \"B0CSGWKLD3\", \"price\": \"$58.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Long Sleeve Regular Fit Gingham Button Down Shirt\", \"asin\": \"B0BZZTFTBY\", \"price\": \"$95.45\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt\", \"asin\": \"B07J5FNQGZ\", \"price\": \"$73.08\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Cotton and Wool Blend Checked Flannel Shirt\", \"asin\": \"B0BZZTQ5GW\", \"price\": \"$100.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Classic Fit Non-Iron Cotton Check Dress Shirt\", \"asin\": \"B0DKYBJTJT\", \"price\": \"$95.00\", \"delivery\": \"$15 delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt\", \"asin\": \"B07J5Y9HLF\", \"price\": \"$79.52\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium\", \"asin\": \"B0BHTKYPCP\", \"price\": \"$124.00\", \"delivery\": \"FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:37:33.946Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:33.946Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T23:37:33.946Z	click	search	rule	2025-04-07T23:37:33.946Z	click	search	train	208	2025-04-07T23:37:33.946Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "search_results": [{"title": "Men's Classic Fit Non-Iron Cotton Houndstooth Dress Shirt", "asin": "B0DKYLXPFD", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Commuter Shirt, Performance Dress Shirts for Men, Machine Washable, Wrinkle Resistant, Classic Fit", "asin": "B0BYLCQ7Q3", "price": "$138.00", "delivery": "FREE delivery Apr 11 - 15"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9LH2S", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Tailored Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKY9VG6F", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Geometric Dress Shirt", "asin": "B0DPXT3C95", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Long Sleeve Poplin Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0DGWC1Y5C", "price": "$54.69", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Long Sleeve Oxford Regular Fit, Men's Button Down Shirts, Also Available in Big and Tall", "asin": "B0D5N87RJ7", "price": "$79.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Non-Iron Long Sleeve Button Down Sport Shirt", "asin": "B0BWSGX4YK", "price": "$82.49", "delivery": "FREE delivery Tue, Apr 15 Or fastest delivery Wed, Apr 9"}, {"title": "Men's Classic Fit Stretch Solid Long Sleeve Button Down Shirt", "asin": "B072LLCV3T", "price": "$68.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Long Sleeve Slim Untucked Flex Shirt", "asin": "B0CV9KP2XF", "price": "$58.00", "delivery": "$6.80 delivery Apr 14 - 15 Or fastest delivery Apr 11 - 14"}, {"title": "Men's Classic Long Sleeve Oxford Shirt", "asin": "B0BTDTPTT4", "price": "$106.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Tailored Fit Non-Iron Cotton Stripe Dress Shirt", "asin": "B0DPXT5L7Y", "price": "$85.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Gingham Dress Shirt", "asin": "B0DKY94Q7V", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Slim Fit Cotton Pique Shirts for Men Casual Long Sleeve Button Down Moisture Wicking", "asin": "B0DGQ2PL4F", "price": "$79.00", "delivery": "FREE delivery Sat, Apr 12 for Prime members"}, {"title": "Men's Gingham Stretch Poplin Shirt", "asin": "B0BVGPFWGC", "price": "$98.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Oxford Long Sleeve Sport Shirt", "asin": "B0CWB3P9QT", "price": "$108.00", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Men's Friday Sport Shirt", "asin": "B0BQSLWX5S", "price": "$89.50", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Classic Oxford Long Sleeve Sport Shirt", "asin": "B0DQHDCN29", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Men's Classic Fit Long Sleeve Button Down Shirt", "asin": "B0DV6NY38Z", "price": "$59.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Slim Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYQPDR9", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Comfort Stretch Non-Iron Stripe Dress Shirt", "asin": "B0DPXSZKCL", "price": "$125.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Cotton Stripe Casual Shirt", "asin": "B0DS6MC811", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Classic Fit Non-Iron Cotton Windowpane Dress Shirt", "asin": "B0DKYFK4YM", "price": "$95.00", "delivery": "$15 delivery Apr 11 - 12"}, {"title": "Men's Slim-fit Long-Sleeve Plaid Shirt", "asin": "B0CSGWKLD3", "price": "$58.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Long Sleeve Regular Fit Gingham Button Down Shirt", "asin": "B0BZZTFTBY", "price": "$95.45", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Green Carolina Panthers Anchor Gingham Long Sleeve Button-Up Shirt", "asin": "B07J5FNQGZ", "price": "$73.08", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Cotton and Wool Blend Checked Flannel Shirt", "asin": "B0BZZTQ5GW", "price": "$100.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Classic Fit Non-Iron Cotton Check Dress Shirt", "asin": "B0DKYBJTJT", "price": "$95.00", "delivery": "$15 delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Anchor Gingham Tailored Fit Button Up Shirt", "asin": "B07J5Y9HLF", "price": "$79.52", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Long Sleeve Oxford Button Down Shirt (M, CheckeredGreen) Medium", "asin": "B0BHTKYPCP", "price": "$124.00", "delivery": "FREE delivery Apr 14 - 16 Or fastest delivery Thu, Apr 10"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:37:33.946Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u540a\\u5760 \\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Fiusem\\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Silvadore\\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB953Z5\", \"price\": \"$22.68\", \"quantity\": \"\"},\n{\"title\": \"IOYYIO\\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"quantity\": \"\"},\n{\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"LOLIAS\\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches\", \"asin\": \"B0BTM9NNV1\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"FindChic\\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)\", \"asin\": \"B085SXJFC7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"KissYan\\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CHCJNF\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"CLASICOMIS\\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6ZX74H\"},\n{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6XNNBZ\"},\n{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6YMVY3\"}],\n\"search_results\": [{\"title\": \"Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch\", \"asin\": \"B0CTQ6LRWQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B07K5S5XC9\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"QianKao \\u5929\\u7136\\u6c34\\u6676\\u51b0\\u79cd\\u9ed1\\u66dc\\u77f3\\u8c94\\u8c85\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u9879\\u94fe\\u751f\\u65e5\\u793c\\u7269(\\u5f69\\u773c\\u9ed1\\u66dc\\u77f3)\", \"asin\": \"B0BTNTYP8W\", \"price\": \"$50.88\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n{\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u8c94\\u8c85)\", \"asin\": \"B0BYHJGL6N\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u865a\\u7a7a\\u85cf\\u83e9\\u8428-\\u725b\\u864e)\", \"asin\": \"B0BTNTSKHB\", \"price\": \"$18.00\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MDSBMW\", \"price\": \"$14.40\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n{\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u539f\\u8272\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW89NP22\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3007\", \"asin\": \"B0F2Z8ZVMH\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting\", \"asin\": \"B07N275N1B\", \"price\": \"$70.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\\\" 18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\" Length(with Gift Box)\", \"asin\": \"B0CZDNZR18\", \"price\": \"$16.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace\", \"asin\": \"B0DRHXL8MN\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3008\", \"asin\": \"B0F2Z8KMBJ\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"QianKao \\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u89c2\\u4e16\\u97f3\\u7eaf\\u94dc\\u540a\\u5760\\u4e00\\u7247\\u843d\\u53f6\\u83e9\\u8428\\u7537\\u5973\\u58eb\\u6302\\u5760(\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8CK61H\", \"price\": \"$19.67\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u505a\\u65e7\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8B48V1\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u8c94\\u8c85)\", \"asin\": \"B0C1MDDKKL\", \"price\": \"$21.87\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n{\"title\": \"14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH\", \"asin\": \"B0D93G788D\", \"price\": \"$89.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B0CCXLC1PK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women\", \"asin\": \"B0BNHZ5W6C\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"QianKao Lucky Mascot Ornaments Pendant Exorcism\\u9ed1\\u6a80\\u6728\\u590d\\u53e4\\u65f6\\u5c1a\\u6bdb\\u8863\\u94fe\\u540a\\u5760\\u7537\\u7b80\\u7ea6\\u51e0\\u4f55\\u578b\\u9879\\u94fe\\u767e\\u642d\\u68c9\\u9ebb\\u914d\\u9970\\u54c1\\u5973 (\\u4e00\\u70b9\\u95ea\\u9ed1\\u6a80\\u6728\\u76ae\\u7ef3\\u9879\\u94fe)\", \"asin\": \"B0BW8GHKX3\", \"price\": \"$18.99\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u666e\\u8d24\\u83e9\\u8428-\\u9f99\\u86c7)\", \"asin\": \"B0BTNTWJ4V\", \"price\": \"$27.87\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u5929\\u7136\\u7d2b\\u91d1\\u6731\\u7802\\u6302\\u5760\\u5409\\u7965\\u968f\\u8eab\\u7ea2\\u8fd0\\u6597\\u59c6\\u5143\\u541b\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u58eb\\u5973\\u6b3e\", \"asin\": \"B0CT624KS6\", \"price\": \"$29.64\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"\\u6731\\u7802\\u5e73\\u5b89\\u9501\\u5973\\u9879\\u94fe\\u597d\\u8fd0\\u5e74\\u7537\\u540a\\u5760\\u6302\\u4ef6 pendant \\u957f\\u547d\\u9501\\u6302\\u4ef6, yellow, 9355968435700\", \"asin\": \"B0CT5ZW8S6\", \"price\": \"$23.39\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch\", \"asin\": \"B09Y5PD5PT\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"\\u6b63\\u54c1\\u7d2b\\u91d1\\u7802\\u5341\\u76f8\\u81ea\\u5728\\u540a\\u5760\\u7537\\u58eb\\u516d\\u5b57\\u771f\\u8a00\\u672c\\u547d\\u5e74\\u5e1d\\u738b\\u7802\\u94a5\\u5319\\u6263 < S-517807 >\", \"asin\": \"B0DQNRBCLW\", \"price\": \"$58.03\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M7KWRC\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u65e5\\u5982\\u6765-\\u7f8a\\u7334)\", \"asin\": \"B0BTNVV9V3\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u798f\\u888b)\", \"asin\": \"B0BV9WVYM5\", \"price\": \"$19.88\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \\u6731\\u7802\\u771f\\u54c1\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u6302\\u7ef3\\u914d\\u4ef6\\u5973\\u9879\\u94fe\\u7537\\u6b3e\\u672c\\u547d\\u5e74\\u7d2b\\u91d1\\u7802\\u7f16\\u7ec7\", \"asin\": \"B0DRFW732N\", \"price\": \"$48.02\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u9f99\\u724c)\", \"asin\": \"B0BYHKLRKQ\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u9053\\u5bb6\\u63cf\\u91d1\\u6731\\u7802\\u9634\\u9633\\u4e94\\u884c\\u592a\\u6781\\u516b\\u5366\\u724c\\u5e73\\u5b89\\u6302\\u4ef6\\u7537\\u5973\\u58eb\\u540a\\u5760\\u6302\\u4ef6 pendant, yellow, 9355968440124\", \"asin\": \"B0CT61BBXJ\", \"price\": \"$27.56\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"\\u3010\\u548c\\u7530\\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \\u4e5d\\u9f99\\u62a4\\u4e3b\\u3011 \\u9f99\\u724c\\u540a\\u5760\\u7537\\u9752\\u7389\\u4e5d\\u9f99\\u6302\\u4ef6\\u53cc\\u9762\\u5de5\\u7389\\u4f69\\u751f\\u8096\\u9f99\\u9879\\u94fe H-1260\", \"asin\": \"B0F2641PXJ\", \"price\": \"$150.50\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438811\", \"asin\": \"B0DR6KYX2Y\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438810\", \"asin\": \"B0DR6KYKLQ\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2705\", \"asin\": \"B0F22C88Y4\", \"price\": \"$870.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2706\", \"asin\": \"B0F2276KS5\", \"price\": \"$198.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ84Q7V\", \"price\": \"$38.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ6FTD3\", \"price\": \"$37.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ43PVG\", \"price\": \"$39.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2708\", \"asin\": \"B0F229GHJG\", \"price\": \"$318.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u6731\\u7802\\u5341\\u5b57\\u67b6\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u7d2b\\u91d1\\u7802\\u9879\\u5760\\u672c\\u547d\\u5e74\\u7ea2\\u8272\\u968f\\u8eab\\u6302\\u9970, yellow, 9355968435038\", \"asin\": \"B0CT6394MF\", \"price\": \"$30.95\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \\u672c\\u547d\\u5e74\\u91d1\\u521a\\u7ed3\\u7ea2\\u7ef3\\u624b\\u7ef3\\u6c99\\u91d1\\u73d0\\u7405\\u540a\\u5760\\u53ef\\u8c03\\u8282\\u624b\\u94fe\\u7537\\u5973\\u6b3e\\u5e26\\u8d27(\\u7ea2\\u7ef3\\u00b7\\u5c81\\u5c81\\u5e73\\u5b89)\", \"asin\": \"B0C13WFD2K\", \"price\": \"$24.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ87186\", \"price\": \"$40.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ3XLD1\", \"price\": \"$44.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u9f99\\u724c\\u540a\\u5760\\u7537\\u5929\\u7136\\u539f\\u77ff\\u7d2b\\u91d1\\u7802\\u98de\\u9f99\\u65cb\\u8fd0\\u9879\\u94fe\\u5973\\u672c\\u547d\\u5e74\\u6302\\u4ef6 = DSGSSDA-439944\", \"asin\": \"B0DR74SLN6\", \"price\": \"$42.36\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u9ad8\\u542b\\u91cf\\u6676\\u4f53\\u7802\\u539f\\u77ff\\u695e\\u4e25\\u5492\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u6b3e\\u6302\\u4ef6\\u5973\\u5e73\\u5b89 = DSGSSDA-440118\", \"asin\": \"B0DR78CF8H\", \"price\": \"$54.15\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2710\", \"asin\": \"B0F22BB1R4\", \"price\": \"$126.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6-\\u798f\\u888b)\", \"asin\": \"B0BV9YPW49\", \"price\": \"$19.89\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u58eb\\u5b88\\u62a4\\u795e\\u5973\\u9879\\u94fe\\u672c\\u547d\\u4f5b\\u724c\\u5e73\\u5b89\\u89c2\\u97f3\\u5982\\u6765\\u751f\\u8096\\u6302\\u4ef6 = DSGSSDA-439735\", \"asin\": \"B0DR75MK4Z\", \"price\": \"$49.20\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u6587\\u6b8a\\u83e9\\u8428-\\u5154)\", \"asin\": \"B0BTNWKHZZ\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"Mascot pendant Men's and Women's Wear Accessories \\u6c11\\u65cf\\u98ce\\u9e21\\u7fc5\\u6728\\u8d28\\u4f5b\\u73e0\\u6bdb\\u8863\\u94fe\\u957f\\u6b3e\\u7537\\u9879\\u94fe\\u4eff\\u677e\\u77f3\\u540a\\u5760\\u6728\\u73e0\\u914d\\u9970 1Pcs(\\u7ea2\\u677e\\u77f3\\u957f\\u6761\\u6728\\u73e0\\u94fe)\", \"asin\": \"B0C7KD8B6J\", \"price\": \"$24.48\", \"delivery\": \"$4.99 delivery Apr 29 - May 8\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u9ad8\\u7eaf\\u5ea6\\u6676\\u4f53\\u672c\\u547d\\u5e74\\u5e73\\u5b89\\u6263\\u6bdb\\u8863\\u94fe, yellow, 9355968435366/831\", \"asin\": \"B0DKDTBX4M\", \"price\": \"$46.58\", \"delivery\": \"FREE delivery Apr 18 - 29\"},\n{\"title\": \"\\u5929\\u7136\\u7f05\\u7538\\u7fe1\\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \\u89c2\\u97f3\\u666e\\u8d24\\u83e9\\u8428\\u7cef\\u6b3e\\u5f0f\\u7389\\u77f3\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u6302\\u4ef6\\u9f99\\u86c7\\u5b88\\u62a4\\u795e H-1242\", \"asin\": \"B0F2654QHB\", \"price\": \"$126.39\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u52bf\\u81f3\\u83e9\\u8428-\\u9a6c)\", \"asin\": \"B0BTNVJ3YS\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u5c71\\u9b3c\\u82b1\\u94b1\\u540a\\u5760\\u7537\\u6b3e\\u9879\\u94fe\\u672c\\u547d\\u5e74\\u9053\\u5bb6\\u6302\\u4ef6\\u5973\\u6b3e\\u516b\\u5366\\u724c\\u9970\\u54c1\\u4ee4\\u724c = DSGSSDA-440038\", \"asin\": \"B0DR76YZ2T\", \"price\": \"$53.17\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M3MCJG\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MMX1TF\", \"price\": \"$18.16\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u6811\\u53f6)\", \"asin\": \"B0C1MR8CY5\", \"price\": \"$18.40\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:42:50.283Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Fiusem\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "quantity": ""}, {"title": "Silvadore\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "quantity": ""}, {"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB953Z5", "price": "$22.68", "quantity": ""}, {"title": "IOYYIO\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "quantity": ""}, {"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "quantity": ""}, {"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "quantity": ""}, {"title": "LOLIAS\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches", "asin": "B0BTM9NNV1", "price": "$27.99", "quantity": ""}, {"title": "FindChic\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)", "asin": "B085SXJFC7", "price": "$15.99", "quantity": ""}, {"title": "KissYan\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CHCJNF", "price": "$11.04", "quantity": ""}, {"title": "CLASICOMIS\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6ZX74H"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6XNNBZ"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6YMVY3"}], "search_results": [{"title": "Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch", "asin": "B0CTQ6LRWQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B07K5S5XC9", "price": "$16.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "QianKao \u5929\u7136\u6c34\u6676\u51b0\u79cd\u9ed1\u66dc\u77f3\u8c94\u8c85\u540a\u5760\u7537\u5973\u6b3e\u9879\u94fe\u751f\u65e5\u793c\u7269(\u5f69\u773c\u9ed1\u66dc\u77f3)", "asin": "B0BTNTYP8W", "price": "$50.88", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u8c94\u8c85)", "asin": "B0BYHJGL6N", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u865a\u7a7a\u85cf\u83e9\u8428-\u725b\u864e)", "asin": "B0BTNTSKHB", "price": "$18.00", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MDSBMW", "price": "$14.40", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u539f\u8272\u6b3e\u5355\u540a\u5760)", "asin": "B0BW89NP22", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3007", "asin": "B0F2Z8ZVMH", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting", "asin": "B07N275N1B", "price": "$70.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\" 18\" 20\" 22\" 24\" 26\" 28\" 30\" Length(with Gift Box)", "asin": "B0CZDNZR18", "price": "$16.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace", "asin": "B0DRHXL8MN", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3008", "asin": "B0F2Z8KMBJ", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "QianKao \u590d\u53e4\u505a\u65e7\u53e4\u94dc\u89c2\u4e16\u97f3\u7eaf\u94dc\u540a\u5760\u4e00\u7247\u843d\u53f6\u83e9\u8428\u7537\u5973\u58eb\u6302\u5760(\u5355\u540a\u5760)", "asin": "B0BW8CK61H", "price": "$19.67", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u505a\u65e7\u6b3e\u5355\u540a\u5760)", "asin": "B0BW8B48V1", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u8c94\u8c85)", "asin": "B0C1MDDKKL", "price": "$21.87", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH", "asin": "B0D93G788D", "price": "$89.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B0CCXLC1PK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women", "asin": "B0BNHZ5W6C", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "QianKao Lucky Mascot Ornaments Pendant Exorcism\u9ed1\u6a80\u6728\u590d\u53e4\u65f6\u5c1a\u6bdb\u8863\u94fe\u540a\u5760\u7537\u7b80\u7ea6\u51e0\u4f55\u578b\u9879\u94fe\u767e\u642d\u68c9\u9ebb\u914d\u9970\u54c1\u5973 (\u4e00\u70b9\u95ea\u9ed1\u6a80\u6728\u76ae\u7ef3\u9879\u94fe)", "asin": "B0BW8GHKX3", "price": "$18.99", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u666e\u8d24\u83e9\u8428-\u9f99\u86c7)", "asin": "B0BTNTWJ4V", "price": "$27.87", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u7d2b\u91d1\u6731\u7802\u6302\u5760\u5409\u7965\u968f\u8eab\u7ea2\u8fd0\u6597\u59c6\u5143\u541b\u540a\u5760\u6302\u4ef6 pendant \u7537\u58eb\u5973\u6b3e", "asin": "B0CT624KS6", "price": "$29.64", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u6731\u7802\u5e73\u5b89\u9501\u5973\u9879\u94fe\u597d\u8fd0\u5e74\u7537\u540a\u5760\u6302\u4ef6 pendant \u957f\u547d\u9501\u6302\u4ef6, yellow, 9355968435700", "asin": "B0CT5ZW8S6", "price": "$23.39", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch", "asin": "B09Y5PD5PT", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "\u6b63\u54c1\u7d2b\u91d1\u7802\u5341\u76f8\u81ea\u5728\u540a\u5760\u7537\u58eb\u516d\u5b57\u771f\u8a00\u672c\u547d\u5e74\u5e1d\u738b\u7802\u94a5\u5319\u6263 < S-517807 >", "asin": "B0DQNRBCLW", "price": "$58.03", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M7KWRC", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u65e5\u5982\u6765-\u7f8a\u7334)", "asin": "B0BTNVV9V3", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u798f\u888b)", "asin": "B0BV9WVYM5", "price": "$19.88", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \u6731\u7802\u771f\u54c1\u5e73\u5b89\u6263\u540a\u5760\u6302\u7ef3\u914d\u4ef6\u5973\u9879\u94fe\u7537\u6b3e\u672c\u547d\u5e74\u7d2b\u91d1\u7802\u7f16\u7ec7", "asin": "B0DRFW732N", "price": "$48.02", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u9f99\u724c)", "asin": "B0BYHKLRKQ", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9053\u5bb6\u63cf\u91d1\u6731\u7802\u9634\u9633\u4e94\u884c\u592a\u6781\u516b\u5366\u724c\u5e73\u5b89\u6302\u4ef6\u7537\u5973\u58eb\u540a\u5760\u6302\u4ef6 pendant, yellow, 9355968440124", "asin": "B0CT61BBXJ", "price": "$27.56", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u3010\u548c\u7530\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \u4e5d\u9f99\u62a4\u4e3b\u3011 \u9f99\u724c\u540a\u5760\u7537\u9752\u7389\u4e5d\u9f99\u6302\u4ef6\u53cc\u9762\u5de5\u7389\u4f69\u751f\u8096\u9f99\u9879\u94fe H-1260", "asin": "B0F2641PXJ", "price": "$150.50", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438811", "asin": "B0DR6KYX2Y", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438810", "asin": "B0DR6KYKLQ", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2705", "asin": "B0F22C88Y4", "price": "$870.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2706", "asin": "B0F2276KS5", "price": "$198.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ84Q7V", "price": "$38.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ6FTD3", "price": "$37.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ43PVG", "price": "$39.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2708", "asin": "B0F229GHJG", "price": "$318.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u6731\u7802\u5341\u5b57\u67b6\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u7d2b\u91d1\u7802\u9879\u5760\u672c\u547d\u5e74\u7ea2\u8272\u968f\u8eab\u6302\u9970, yellow, 9355968435038", "asin": "B0CT6394MF", "price": "$30.95", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \u672c\u547d\u5e74\u91d1\u521a\u7ed3\u7ea2\u7ef3\u624b\u7ef3\u6c99\u91d1\u73d0\u7405\u540a\u5760\u53ef\u8c03\u8282\u624b\u94fe\u7537\u5973\u6b3e\u5e26\u8d27(\u7ea2\u7ef3\u00b7\u5c81\u5c81\u5e73\u5b89)", "asin": "B0C13WFD2K", "price": "$24.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ87186", "price": "$40.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ3XLD1", "price": "$44.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u9f99\u724c\u540a\u5760\u7537\u5929\u7136\u539f\u77ff\u7d2b\u91d1\u7802\u98de\u9f99\u65cb\u8fd0\u9879\u94fe\u5973\u672c\u547d\u5e74\u6302\u4ef6 = DSGSSDA-439944", "asin": "B0DR74SLN6", "price": "$42.36", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u9ad8\u542b\u91cf\u6676\u4f53\u7802\u539f\u77ff\u695e\u4e25\u5492\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u6b3e\u6302\u4ef6\u5973\u5e73\u5b89 = DSGSSDA-440118", "asin": "B0DR78CF8H", "price": "$54.15", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2710", "asin": "B0F22BB1R4", "price": "$126.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6-\u798f\u888b)", "asin": "B0BV9YPW49", "price": "$19.89", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u58eb\u5b88\u62a4\u795e\u5973\u9879\u94fe\u672c\u547d\u4f5b\u724c\u5e73\u5b89\u89c2\u97f3\u5982\u6765\u751f\u8096\u6302\u4ef6 = DSGSSDA-439735", "asin": "B0DR75MK4Z", "price": "$49.20", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u6587\u6b8a\u83e9\u8428-\u5154)", "asin": "B0BTNWKHZZ", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "Mascot pendant Men's and Women's Wear Accessories \u6c11\u65cf\u98ce\u9e21\u7fc5\u6728\u8d28\u4f5b\u73e0\u6bdb\u8863\u94fe\u957f\u6b3e\u7537\u9879\u94fe\u4eff\u677e\u77f3\u540a\u5760\u6728\u73e0\u914d\u9970 1Pcs(\u7ea2\u677e\u77f3\u957f\u6761\u6728\u73e0\u94fe)", "asin": "B0C7KD8B6J", "price": "$24.48", "delivery": "$4.99 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u9ad8\u7eaf\u5ea6\u6676\u4f53\u672c\u547d\u5e74\u5e73\u5b89\u6263\u6bdb\u8863\u94fe, yellow, 9355968435366/831", "asin": "B0DKDTBX4M", "price": "$46.58", "delivery": "FREE delivery Apr 18 - 29"}, {"title": "\u5929\u7136\u7f05\u7538\u7fe1\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \u89c2\u97f3\u666e\u8d24\u83e9\u8428\u7cef\u6b3e\u5f0f\u7389\u77f3\u540a\u5760\u7537\u5973\u6b3e\u6302\u4ef6\u9f99\u86c7\u5b88\u62a4\u795e H-1242", "asin": "B0F2654QHB", "price": "$126.39", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u52bf\u81f3\u83e9\u8428-\u9a6c)", "asin": "B0BTNVJ3YS", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u5c71\u9b3c\u82b1\u94b1\u540a\u5760\u7537\u6b3e\u9879\u94fe\u672c\u547d\u5e74\u9053\u5bb6\u6302\u4ef6\u5973\u6b3e\u516b\u5366\u724c\u9970\u54c1\u4ee4\u724c = DSGSSDA-440038", "asin": "B0DR76YZ2T", "price": "$53.17", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M3MCJG", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MMX1TF", "price": "$18.16", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u6811\u53f6)", "asin": "B0C1MR8CY5", "price": "$18.40", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:42:50.283Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T23:42:50.283Z	input	圆牌吊坠男	rule	2025-04-07T23:42:50.283Z	input	圆牌吊坠男	train	209	2025-04-07T23:42:50.283Z	input	圆牌吊坠男	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - 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1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Fiusem\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "quantity": ""}, {"title": "Silvadore\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - 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Eligible for Prime.", "asin": "B0DK6ZX74H"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6XNNBZ"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6YMVY3"}], "search_results": [{"title": "Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch", "asin": "B0CTQ6LRWQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B07K5S5XC9", "price": "$16.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "QianKao \u5929\u7136\u6c34\u6676\u51b0\u79cd\u9ed1\u66dc\u77f3\u8c94\u8c85\u540a\u5760\u7537\u5973\u6b3e\u9879\u94fe\u751f\u65e5\u793c\u7269(\u5f69\u773c\u9ed1\u66dc\u77f3)", "asin": "B0BTNTYP8W", "price": "$50.88", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u8c94\u8c85)", "asin": "B0BYHJGL6N", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u865a\u7a7a\u85cf\u83e9\u8428-\u725b\u864e)", "asin": "B0BTNTSKHB", "price": "$18.00", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MDSBMW", "price": "$14.40", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u539f\u8272\u6b3e\u5355\u540a\u5760)", "asin": "B0BW89NP22", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3007", "asin": "B0F2Z8ZVMH", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting", "asin": "B07N275N1B", "price": "$70.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\" 18\" 20\" 22\" 24\" 26\" 28\" 30\" Length(with Gift Box)", "asin": "B0CZDNZR18", "price": "$16.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace", "asin": "B0DRHXL8MN", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3008", "asin": "B0F2Z8KMBJ", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "QianKao \u590d\u53e4\u505a\u65e7\u53e4\u94dc\u89c2\u4e16\u97f3\u7eaf\u94dc\u540a\u5760\u4e00\u7247\u843d\u53f6\u83e9\u8428\u7537\u5973\u58eb\u6302\u5760(\u5355\u540a\u5760)", "asin": "B0BW8CK61H", "price": "$19.67", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u505a\u65e7\u6b3e\u5355\u540a\u5760)", "asin": "B0BW8B48V1", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u8c94\u8c85)", "asin": "B0C1MDDKKL", "price": "$21.87", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH", "asin": "B0D93G788D", "price": "$89.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B0CCXLC1PK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women", "asin": "B0BNHZ5W6C", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "QianKao Lucky Mascot Ornaments Pendant Exorcism\u9ed1\u6a80\u6728\u590d\u53e4\u65f6\u5c1a\u6bdb\u8863\u94fe\u540a\u5760\u7537\u7b80\u7ea6\u51e0\u4f55\u578b\u9879\u94fe\u767e\u642d\u68c9\u9ebb\u914d\u9970\u54c1\u5973 (\u4e00\u70b9\u95ea\u9ed1\u6a80\u6728\u76ae\u7ef3\u9879\u94fe)", "asin": "B0BW8GHKX3", "price": "$18.99", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u666e\u8d24\u83e9\u8428-\u9f99\u86c7)", "asin": "B0BTNTWJ4V", "price": "$27.87", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u7d2b\u91d1\u6731\u7802\u6302\u5760\u5409\u7965\u968f\u8eab\u7ea2\u8fd0\u6597\u59c6\u5143\u541b\u540a\u5760\u6302\u4ef6 pendant \u7537\u58eb\u5973\u6b3e", "asin": "B0CT624KS6", "price": "$29.64", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u6731\u7802\u5e73\u5b89\u9501\u5973\u9879\u94fe\u597d\u8fd0\u5e74\u7537\u540a\u5760\u6302\u4ef6 pendant \u957f\u547d\u9501\u6302\u4ef6, yellow, 9355968435700", "asin": "B0CT5ZW8S6", "price": "$23.39", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch", "asin": "B09Y5PD5PT", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "\u6b63\u54c1\u7d2b\u91d1\u7802\u5341\u76f8\u81ea\u5728\u540a\u5760\u7537\u58eb\u516d\u5b57\u771f\u8a00\u672c\u547d\u5e74\u5e1d\u738b\u7802\u94a5\u5319\u6263 < S-517807 >", "asin": "B0DQNRBCLW", "price": "$58.03", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M7KWRC", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u65e5\u5982\u6765-\u7f8a\u7334)", "asin": "B0BTNVV9V3", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u798f\u888b)", "asin": "B0BV9WVYM5", "price": "$19.88", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \u6731\u7802\u771f\u54c1\u5e73\u5b89\u6263\u540a\u5760\u6302\u7ef3\u914d\u4ef6\u5973\u9879\u94fe\u7537\u6b3e\u672c\u547d\u5e74\u7d2b\u91d1\u7802\u7f16\u7ec7", "asin": "B0DRFW732N", "price": "$48.02", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u9f99\u724c)", "asin": "B0BYHKLRKQ", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9053\u5bb6\u63cf\u91d1\u6731\u7802\u9634\u9633\u4e94\u884c\u592a\u6781\u516b\u5366\u724c\u5e73\u5b89\u6302\u4ef6\u7537\u5973\u58eb\u540a\u5760\u6302\u4ef6 pendant, yellow, 9355968440124", "asin": "B0CT61BBXJ", "price": "$27.56", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u3010\u548c\u7530\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \u4e5d\u9f99\u62a4\u4e3b\u3011 \u9f99\u724c\u540a\u5760\u7537\u9752\u7389\u4e5d\u9f99\u6302\u4ef6\u53cc\u9762\u5de5\u7389\u4f69\u751f\u8096\u9f99\u9879\u94fe H-1260", "asin": "B0F2641PXJ", "price": "$150.50", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438811", "asin": "B0DR6KYX2Y", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438810", "asin": "B0DR6KYKLQ", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2705", "asin": "B0F22C88Y4", "price": "$870.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2706", "asin": "B0F2276KS5", "price": "$198.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ84Q7V", "price": "$38.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ6FTD3", "price": "$37.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ43PVG", "price": "$39.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2708", "asin": "B0F229GHJG", "price": "$318.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u6731\u7802\u5341\u5b57\u67b6\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u7d2b\u91d1\u7802\u9879\u5760\u672c\u547d\u5e74\u7ea2\u8272\u968f\u8eab\u6302\u9970, yellow, 9355968435038", "asin": "B0CT6394MF", "price": "$30.95", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \u672c\u547d\u5e74\u91d1\u521a\u7ed3\u7ea2\u7ef3\u624b\u7ef3\u6c99\u91d1\u73d0\u7405\u540a\u5760\u53ef\u8c03\u8282\u624b\u94fe\u7537\u5973\u6b3e\u5e26\u8d27(\u7ea2\u7ef3\u00b7\u5c81\u5c81\u5e73\u5b89)", "asin": "B0C13WFD2K", "price": "$24.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ87186", "price": "$40.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ3XLD1", "price": "$44.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u9f99\u724c\u540a\u5760\u7537\u5929\u7136\u539f\u77ff\u7d2b\u91d1\u7802\u98de\u9f99\u65cb\u8fd0\u9879\u94fe\u5973\u672c\u547d\u5e74\u6302\u4ef6 = DSGSSDA-439944", "asin": "B0DR74SLN6", "price": "$42.36", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u9ad8\u542b\u91cf\u6676\u4f53\u7802\u539f\u77ff\u695e\u4e25\u5492\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u6b3e\u6302\u4ef6\u5973\u5e73\u5b89 = DSGSSDA-440118", "asin": "B0DR78CF8H", "price": "$54.15", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2710", "asin": "B0F22BB1R4", "price": "$126.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6-\u798f\u888b)", "asin": "B0BV9YPW49", "price": "$19.89", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u58eb\u5b88\u62a4\u795e\u5973\u9879\u94fe\u672c\u547d\u4f5b\u724c\u5e73\u5b89\u89c2\u97f3\u5982\u6765\u751f\u8096\u6302\u4ef6 = DSGSSDA-439735", "asin": "B0DR75MK4Z", "price": "$49.20", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u6587\u6b8a\u83e9\u8428-\u5154)", "asin": "B0BTNWKHZZ", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "Mascot pendant Men's and Women's Wear Accessories \u6c11\u65cf\u98ce\u9e21\u7fc5\u6728\u8d28\u4f5b\u73e0\u6bdb\u8863\u94fe\u957f\u6b3e\u7537\u9879\u94fe\u4eff\u677e\u77f3\u540a\u5760\u6728\u73e0\u914d\u9970 1Pcs(\u7ea2\u677e\u77f3\u957f\u6761\u6728\u73e0\u94fe)", "asin": "B0C7KD8B6J", "price": "$24.48", "delivery": "$4.99 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u9ad8\u7eaf\u5ea6\u6676\u4f53\u672c\u547d\u5e74\u5e73\u5b89\u6263\u6bdb\u8863\u94fe, yellow, 9355968435366/831", "asin": "B0DKDTBX4M", "price": "$46.58", "delivery": "FREE delivery Apr 18 - 29"}, {"title": "\u5929\u7136\u7f05\u7538\u7fe1\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \u89c2\u97f3\u666e\u8d24\u83e9\u8428\u7cef\u6b3e\u5f0f\u7389\u77f3\u540a\u5760\u7537\u5973\u6b3e\u6302\u4ef6\u9f99\u86c7\u5b88\u62a4\u795e H-1242", "asin": "B0F2654QHB", "price": "$126.39", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u52bf\u81f3\u83e9\u8428-\u9a6c)", "asin": "B0BTNVJ3YS", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u5c71\u9b3c\u82b1\u94b1\u540a\u5760\u7537\u6b3e\u9879\u94fe\u672c\u547d\u5e74\u9053\u5bb6\u6302\u4ef6\u5973\u6b3e\u516b\u5366\u724c\u9970\u54c1\u4ee4\u724c = DSGSSDA-440038", "asin": "B0DR76YZ2T", "price": "$53.17", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M3MCJG", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MMX1TF", "price": "$18.16", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u6811\u53f6)", "asin": "B0C1MR8CY5", "price": "$18.40", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:42:50.283Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Fiusem\\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Silvadore\\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB953Z5\", \"price\": \"$22.68\", \"quantity\": \"\"},\n{\"title\": \"IOYYIO\\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"quantity\": \"\"},\n{\"title\": \"ChainsHouse\\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"LOLIAS\\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches\", \"asin\": \"B0BTM9NNV1\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"FindChic\\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)\", \"asin\": \"B085SXJFC7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"KissYan\\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CHCJNF\", \"price\": \"$11.04\", \"quantity\": \"\"},\n{\"title\": \"CLASICOMIS\\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6ZX74H\"},\n{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6XNNBZ\"},\n{\"title\": \"Go to detail page for \\\"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\\\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.\", \"asin\": \"B0DK6YMVY3\"}],\n\"search_results\": [{\"title\": \"Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant\", \"asin\": \"B0CRDX412H\", \"price\": \"$14.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\\\"-30\\\", Send Gift Box\", \"asin\": \"B0BQB8ZDZG\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)\", \"asin\": \"B095W7J7D7\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch\", \"asin\": \"B0CTQ6LRWQ\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B07K5S5XC9\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"QianKao \\u5929\\u7136\\u6c34\\u6676\\u51b0\\u79cd\\u9ed1\\u66dc\\u77f3\\u8c94\\u8c85\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u9879\\u94fe\\u751f\\u65e5\\u793c\\u7269(\\u5f69\\u773c\\u9ed1\\u66dc\\u77f3)\", \"asin\": \"B0BTNTYP8W\", \"price\": \"$50.88\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n{\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u8c94\\u8c85)\", \"asin\": \"B0BYHJGL6N\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u865a\\u7a7a\\u85cf\\u83e9\\u8428-\\u725b\\u864e)\", \"asin\": \"B0BTNTSKHB\", \"price\": \"$18.00\", \"delivery\": \"FREE delivery Apr 16 - 24 Only 10 left in stock - order soon.\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MDSBMW\", \"price\": \"$14.40\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n{\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u539f\\u8272\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW89NP22\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3007\", \"asin\": \"B0F2Z8ZVMH\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting\", \"asin\": \"B07N275N1B\", \"price\": \"$70.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\\\" 18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\" Length(with Gift Box)\", \"asin\": \"B0CZDNZR18\", \"price\": \"$16.62\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace\", \"asin\": \"B0DRHXL8MN\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075H1PDZF\", \"price\": \"$13.18\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"\\u548c\\u7530\\u9752 White Jade Bangle Bracelet for Women \\u767d\\u7389\\u963f\\u5bcc\\u6c57\\u7389\\u5760\\u89c2\\u97f3\\u540a\\u5760\\u7537\\u6b3e\\u62a4\\u8eab\\u7b26\\u4e58\\u9f99\\u89c2\\u4e16\\u97f3\\u83e9\\u8428\\u7389\\u4f69\\u7389\\u77f3 3008\", \"asin\": \"B0F2Z8KMBJ\", \"price\": \"$38.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"QianKao \\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u89c2\\u4e16\\u97f3\\u7eaf\\u94dc\\u540a\\u5760\\u4e00\\u7247\\u843d\\u53f6\\u83e9\\u8428\\u7537\\u5973\\u58eb\\u6302\\u5760(\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8CK61H\", \"price\": \"$19.67\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao \\u516d\\u5b57\\u7bb4\\u8a00\\u590d\\u53e4\\u505a\\u65e7\\u53e4\\u94dc\\u8272\\u8f6c\\u7ecf\\u7b52\\u540a\\u5760\\u7537\\u6c11\\u65cf\\u98ce\\u7eaf\\u94dc\\u540a\\u5760(\\u505a\\u65e7\\u6b3e\\u5355\\u540a\\u5760)\", \"asin\": \"B0BW8B48V1\", \"price\": \"$22.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u8c94\\u8c85)\", \"asin\": \"B0C1MDDKKL\", \"price\": \"$21.87\", \"delivery\": \"FREE delivery Apr 16 - 25 Only 3 left in stock - order soon.\"},\n{\"title\": \"14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH\", \"asin\": \"B0D93G788D\", \"price\": \"$89.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B0CCXLC1PK\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)\", \"asin\": \"B0711XSV7B\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women\", \"asin\": \"B0BNHZ5W6C\", \"price\": \"$14.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"QianKao Lucky Mascot Ornaments Pendant Exorcism\\u9ed1\\u6a80\\u6728\\u590d\\u53e4\\u65f6\\u5c1a\\u6bdb\\u8863\\u94fe\\u540a\\u5760\\u7537\\u7b80\\u7ea6\\u51e0\\u4f55\\u578b\\u9879\\u94fe\\u767e\\u642d\\u68c9\\u9ebb\\u914d\\u9970\\u54c1\\u5973 (\\u4e00\\u70b9\\u95ea\\u9ed1\\u6a80\\u6728\\u76ae\\u7ef3\\u9879\\u94fe)\", \"asin\": \"B0BW8GHKX3\", \"price\": \"$18.99\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u666e\\u8d24\\u83e9\\u8428-\\u9f99\\u86c7)\", \"asin\": \"B0BTNTWJ4V\", \"price\": \"$27.87\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u5929\\u7136\\u7d2b\\u91d1\\u6731\\u7802\\u6302\\u5760\\u5409\\u7965\\u968f\\u8eab\\u7ea2\\u8fd0\\u6597\\u59c6\\u5143\\u541b\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u58eb\\u5973\\u6b3e\", \"asin\": \"B0CT624KS6\", \"price\": \"$29.64\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"\\u6731\\u7802\\u5e73\\u5b89\\u9501\\u5973\\u9879\\u94fe\\u597d\\u8fd0\\u5e74\\u7537\\u540a\\u5760\\u6302\\u4ef6 pendant \\u957f\\u547d\\u9501\\u6302\\u4ef6, yellow, 9355968435700\", \"asin\": \"B0CT5ZW8S6\", \"price\": \"$23.39\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch\", \"asin\": \"B09Y5PD5PT\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"\\u6b63\\u54c1\\u7d2b\\u91d1\\u7802\\u5341\\u76f8\\u81ea\\u5728\\u540a\\u5760\\u7537\\u58eb\\u516d\\u5b57\\u771f\\u8a00\\u672c\\u547d\\u5e74\\u5e1d\\u738b\\u7802\\u94a5\\u5319\\u6263 < S-517807 >\", \"asin\": \"B0DQNRBCLW\", \"price\": \"$58.03\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M7KWRC\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u65e5\\u5982\\u6765-\\u7f8a\\u7334)\", \"asin\": \"B0BTNVV9V3\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u798f\\u888b)\", \"asin\": \"B0BV9WVYM5\", \"price\": \"$19.88\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \\u6731\\u7802\\u771f\\u54c1\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u6302\\u7ef3\\u914d\\u4ef6\\u5973\\u9879\\u94fe\\u7537\\u6b3e\\u672c\\u547d\\u5e74\\u7d2b\\u91d1\\u7802\\u7f16\\u7ec7\", \"asin\": \"B0DRFW732N\", \"price\": \"$48.02\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao 1Pcs\\u4eff\\u9ec4\\u6c34\\u6676\\u8c94\\u8c85\\u540a\\u5760\\u9879\\u94fe\\u7537\\u5973\\u6b3e\\u78e8\\u7802\\u7409\\u7483\\u5f25\\u52d2\\u4f5b\\u540a\\u5760\\u6bdb\\u8863\\u94fe(\\u9f99\\u724c)\", \"asin\": \"B0BYHKLRKQ\", \"price\": \"$18.13\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u9053\\u5bb6\\u63cf\\u91d1\\u6731\\u7802\\u9634\\u9633\\u4e94\\u884c\\u592a\\u6781\\u516b\\u5366\\u724c\\u5e73\\u5b89\\u6302\\u4ef6\\u7537\\u5973\\u58eb\\u540a\\u5760\\u6302\\u4ef6 pendant, yellow, 9355968440124\", \"asin\": \"B0CT61BBXJ\", \"price\": \"$27.56\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"\\u3010\\u548c\\u7530\\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \\u4e5d\\u9f99\\u62a4\\u4e3b\\u3011 \\u9f99\\u724c\\u540a\\u5760\\u7537\\u9752\\u7389\\u4e5d\\u9f99\\u6302\\u4ef6\\u53cc\\u9762\\u5de5\\u7389\\u4f69\\u751f\\u8096\\u9f99\\u9879\\u94fe H-1260\", \"asin\": \"B0F2641PXJ\", \"price\": \"$150.50\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438811\", \"asin\": \"B0DR6KYX2Y\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u846b\\u82a6\\u560e\\u4e4c\\u76d2\\u540a\\u5760\\u7537\\u58eb\\u5973\\u6b3e\\u65b0\\u6b3e\\u94a5\\u5319\\u6263 Feng Shui bracelet lucky Coloured glaze keychain \\u624b\\u673a\\u7d2b\\u91d1\\u7802\\u798f\\u5b57\\u846b\\u82a6\\u540a\\u5760 = DSGSSDA-438810\", \"asin\": \"B0DR6KYKLQ\", \"price\": \"$44.34\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2705\", \"asin\": \"B0F22C88Y4\", \"price\": \"$870.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2706\", \"asin\": \"B0F2276KS5\", \"price\": \"$198.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ84Q7V\", \"price\": \"$38.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ6FTD3\", \"price\": \"$37.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ43PVG\", \"price\": \"$39.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2708\", \"asin\": \"B0F229GHJG\", \"price\": \"$318.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"\\u6731\\u7802\\u5341\\u5b57\\u67b6\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u7d2b\\u91d1\\u7802\\u9879\\u5760\\u672c\\u547d\\u5e74\\u7ea2\\u8272\\u968f\\u8eab\\u6302\\u9970, yellow, 9355968435038\", \"asin\": \"B0CT6394MF\", \"price\": \"$30.95\", \"delivery\": \"FREE delivery Apr 22 - May 2\"},\n{\"title\": \"QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \\u672c\\u547d\\u5e74\\u91d1\\u521a\\u7ed3\\u7ea2\\u7ef3\\u624b\\u7ef3\\u6c99\\u91d1\\u73d0\\u7405\\u540a\\u5760\\u53ef\\u8c03\\u8282\\u624b\\u94fe\\u7537\\u5973\\u6b3e\\u5e26\\u8d27(\\u7ea2\\u7ef3\\u00b7\\u5c81\\u5c81\\u5e73\\u5b89)\", \"asin\": \"B0C13WFD2K\", \"price\": \"$24.77\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ87186\", \"price\": \"$40.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u9879\\u94fe\\u5973\\u7537\\u6b3e\\u7d2b\\u91d1\\u7802\\u6e29\\u6da6\\u7b80\\u7ea6\\u5927\\u6c14 \\u540a\\u5760\", \"asin\": \"B0BVQ3XLD1\", \"price\": \"$44.00\", \"delivery\": \"$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17\"},\n{\"title\": \"\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u9f99\\u724c\\u540a\\u5760\\u7537\\u5929\\u7136\\u539f\\u77ff\\u7d2b\\u91d1\\u7802\\u98de\\u9f99\\u65cb\\u8fd0\\u9879\\u94fe\\u5973\\u672c\\u547d\\u5e74\\u6302\\u4ef6 = DSGSSDA-439944\", \"asin\": \"B0DR74SLN6\", \"price\": \"$42.36\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u9ad8\\u542b\\u91cf\\u6676\\u4f53\\u7802\\u539f\\u77ff\\u695e\\u4e25\\u5492\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u6b3e\\u6302\\u4ef6\\u5973\\u5e73\\u5b89 = DSGSSDA-440118\", \"asin\": \"B0DR78CF8H\", \"price\": \"$54.15\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"\\u65b0\\u7586 Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u5e73\\u5b89\\u6263\\u540a\\u5760\\u7537\\u5973\\u6b3e Hetian Jade Stretch Bracelet Natural \\u548c\\u7530\\u7389\\u540a\\u5760\\u60c5\\u4fa3\\u7389\\u4f69\\u9879\\u94fe\\u6302\\u4ef6\\u6b63\\u54c1-Chu Wen Sheng2710\", \"asin\": \"B0F22BB1R4\", \"price\": \"$126.40\", \"delivery\": \"FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16\"},\n{\"title\": \"xiexuelian \\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u7a7a\\u5fc3\\u846b\\u82a6-\\u798f\\u888b)\", \"asin\": \"B0BV9YPW49\", \"price\": \"$19.89\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u540a\\u5760\\u7537\\u58eb\\u5b88\\u62a4\\u795e\\u5973\\u9879\\u94fe\\u672c\\u547d\\u4f5b\\u724c\\u5e73\\u5b89\\u89c2\\u97f3\\u5982\\u6765\\u751f\\u8096\\u6302\\u4ef6 = DSGSSDA-439735\", \"asin\": \"B0DR75MK4Z\", \"price\": \"$49.20\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u6587\\u6b8a\\u83e9\\u8428-\\u5154)\", \"asin\": \"B0BTNWKHZZ\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"Mascot pendant Men's and Women's Wear Accessories \\u6c11\\u65cf\\u98ce\\u9e21\\u7fc5\\u6728\\u8d28\\u4f5b\\u73e0\\u6bdb\\u8863\\u94fe\\u957f\\u6b3e\\u7537\\u9879\\u94fe\\u4eff\\u677e\\u77f3\\u540a\\u5760\\u6728\\u73e0\\u914d\\u9970 1Pcs(\\u7ea2\\u677e\\u77f3\\u957f\\u6761\\u6728\\u73e0\\u94fe)\", \"asin\": \"B0C7KD8B6J\", \"price\": \"$24.48\", \"delivery\": \"$4.99 delivery Apr 29 - May 8\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802\\u540a\\u5760\\u6302\\u4ef6 pendant \\u7537\\u5973\\u6b3e\\u9ad8\\u7eaf\\u5ea6\\u6676\\u4f53\\u672c\\u547d\\u5e74\\u5e73\\u5b89\\u6263\\u6bdb\\u8863\\u94fe, yellow, 9355968435366/831\", \"asin\": \"B0DKDTBX4M\", \"price\": \"$46.58\", \"delivery\": \"FREE delivery Apr 18 - 29\"},\n{\"title\": \"\\u5929\\u7136\\u7f05\\u7538\\u7fe1\\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \\u89c2\\u97f3\\u666e\\u8d24\\u83e9\\u8428\\u7cef\\u6b3e\\u5f0f\\u7389\\u77f3\\u540a\\u5760\\u7537\\u5973\\u6b3e\\u6302\\u4ef6\\u9f99\\u86c7\\u5b88\\u62a4\\u795e H-1242\", \"asin\": \"B0F2654QHB\", \"price\": \"$126.39\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\\u4eff\\u9ed1\\u66dc\\u77f3\\u672c\\u547d\\u4f5b\\u540a\\u5760\\u516b\\u5927\\u5b88\\u62a4\\u795e\\u83e9\\u8428\\u540a\\u5760\\u6c34\\u6676\\u7537\\u5973\\u6b3e\\u9879\\u94fe(\\u5927\\u52bf\\u81f3\\u83e9\\u8428-\\u9a6c)\", \"asin\": \"B0BTNVJ3YS\", \"price\": \"$27.89\", \"delivery\": \"$4.99 delivery Apr 21 - May 2\"},\n{\"title\": \"\\u5929\\u7136\\u6731\\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \\u5c71\\u9b3c\\u82b1\\u94b1\\u540a\\u5760\\u7537\\u6b3e\\u9879\\u94fe\\u672c\\u547d\\u5e74\\u9053\\u5bb6\\u6302\\u4ef6\\u5973\\u6b3e\\u516b\\u5366\\u724c\\u9970\\u54c1\\u4ee4\\u724c = DSGSSDA-440038\", \"asin\": \"B0DR76YZ2T\", \"price\": \"$53.17\", \"delivery\": \"FREE delivery May 1 - 12\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u7a7a\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1M3MCJG\", \"price\": \"$18.21\", \"delivery\": \"$4.29 delivery Apr 29 - May 8\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u6811\\u53f6\\u5b9e\\u5fc3\\u846b\\u82a6)\", \"asin\": \"B0C1MMX1TF\", \"price\": \"$18.16\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"},\n{\"title\": \"xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\\u7eaf\\u9ec4\\u94dc\\u590d\\u53e4\\u4e94\\u5e1d\\u94b1\\u5b9e\\u5fc3\\u53cc\\u8c94\\u8c85\\u846b\\u82a6\\u540a\\u5760\\u6302\\u4ef6\\u7537\\u5973\\u4e00\\u5bf9\\u94dc\\u94b1\\u76ae\\u4e18\\u94a5\\u5319\\u6263 1Pcs(\\u4e94\\u5e1d\\u94b1-\\u7c38\\u7b95\\u5b9e\\u5fc3\\u846b\\u82a6+\\u6811\\u53f6)\", \"asin\": \"B0C1MR8CY5\", \"price\": \"$18.40\", \"delivery\": \"FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-07T23:42:50.544Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5706\u724c \u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Fiusem\n3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "quantity": ""}, {"title": "Silvadore\n2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "quantity": ""}, {"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB953Z5", "price": "$22.68", "quantity": ""}, {"title": "IOYYIO\nFlexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "quantity": ""}, {"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "quantity": ""}, {"title": "ChainsHouse\nStainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "quantity": ""}, {"title": "LOLIAS\nSilver Cross Necklace for Men Women 925 Sterling Silver Cross Pendant with 3mm Durable Stainless Steel Wheat Cross Chain, Crucifix Pendant Mens Cross Necklace Jewelry, 16-30 Inches", "asin": "B0BTM9NNV1", "price": "$27.99", "quantity": ""}, {"title": "FindChic\nMen Curb Chain Necklace 18K Gold Plated/Stainless Steel/Black Chunky Double Tight Cuban Link Hip Hop Neck Chains for Men Boys 3.5MM/5MM/6MM/7MM/9MM/12MM 14''-30'' 8 Length Options (Send Gift Box)", "asin": "B085SXJFC7", "price": "$15.99", "quantity": ""}, {"title": "KissYan\nGold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CHCJNF", "price": "$11.04", "quantity": ""}, {"title": "CLASICOMIS\nStackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6ZX74H"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6XNNBZ"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6YMVY3"}], "search_results": [{"title": "Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch", "asin": "B0CTQ6LRWQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B07K5S5XC9", "price": "$16.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "QianKao \u5929\u7136\u6c34\u6676\u51b0\u79cd\u9ed1\u66dc\u77f3\u8c94\u8c85\u540a\u5760\u7537\u5973\u6b3e\u9879\u94fe\u751f\u65e5\u793c\u7269(\u5f69\u773c\u9ed1\u66dc\u77f3)", "asin": "B0BTNTYP8W", "price": "$50.88", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u8c94\u8c85)", "asin": "B0BYHJGL6N", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u865a\u7a7a\u85cf\u83e9\u8428-\u725b\u864e)", "asin": "B0BTNTSKHB", "price": "$18.00", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MDSBMW", "price": "$14.40", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u539f\u8272\u6b3e\u5355\u540a\u5760)", "asin": "B0BW89NP22", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3007", "asin": "B0F2Z8ZVMH", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting", "asin": "B07N275N1B", "price": "$70.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\" 18\" 20\" 22\" 24\" 26\" 28\" 30\" Length(with Gift Box)", "asin": "B0CZDNZR18", "price": "$16.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace", "asin": "B0DRHXL8MN", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3008", "asin": "B0F2Z8KMBJ", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "QianKao \u590d\u53e4\u505a\u65e7\u53e4\u94dc\u89c2\u4e16\u97f3\u7eaf\u94dc\u540a\u5760\u4e00\u7247\u843d\u53f6\u83e9\u8428\u7537\u5973\u58eb\u6302\u5760(\u5355\u540a\u5760)", "asin": "B0BW8CK61H", "price": "$19.67", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u505a\u65e7\u6b3e\u5355\u540a\u5760)", "asin": "B0BW8B48V1", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u8c94\u8c85)", "asin": "B0C1MDDKKL", "price": "$21.87", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH", "asin": "B0D93G788D", "price": "$89.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B0CCXLC1PK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women", "asin": "B0BNHZ5W6C", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "QianKao Lucky Mascot Ornaments Pendant Exorcism\u9ed1\u6a80\u6728\u590d\u53e4\u65f6\u5c1a\u6bdb\u8863\u94fe\u540a\u5760\u7537\u7b80\u7ea6\u51e0\u4f55\u578b\u9879\u94fe\u767e\u642d\u68c9\u9ebb\u914d\u9970\u54c1\u5973 (\u4e00\u70b9\u95ea\u9ed1\u6a80\u6728\u76ae\u7ef3\u9879\u94fe)", "asin": "B0BW8GHKX3", "price": "$18.99", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u666e\u8d24\u83e9\u8428-\u9f99\u86c7)", "asin": "B0BTNTWJ4V", "price": "$27.87", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u7d2b\u91d1\u6731\u7802\u6302\u5760\u5409\u7965\u968f\u8eab\u7ea2\u8fd0\u6597\u59c6\u5143\u541b\u540a\u5760\u6302\u4ef6 pendant \u7537\u58eb\u5973\u6b3e", "asin": "B0CT624KS6", "price": "$29.64", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u6731\u7802\u5e73\u5b89\u9501\u5973\u9879\u94fe\u597d\u8fd0\u5e74\u7537\u540a\u5760\u6302\u4ef6 pendant \u957f\u547d\u9501\u6302\u4ef6, yellow, 9355968435700", "asin": "B0CT5ZW8S6", "price": "$23.39", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch", "asin": "B09Y5PD5PT", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "\u6b63\u54c1\u7d2b\u91d1\u7802\u5341\u76f8\u81ea\u5728\u540a\u5760\u7537\u58eb\u516d\u5b57\u771f\u8a00\u672c\u547d\u5e74\u5e1d\u738b\u7802\u94a5\u5319\u6263 < S-517807 >", "asin": "B0DQNRBCLW", "price": "$58.03", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M7KWRC", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u65e5\u5982\u6765-\u7f8a\u7334)", "asin": "B0BTNVV9V3", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u798f\u888b)", "asin": "B0BV9WVYM5", "price": "$19.88", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \u6731\u7802\u771f\u54c1\u5e73\u5b89\u6263\u540a\u5760\u6302\u7ef3\u914d\u4ef6\u5973\u9879\u94fe\u7537\u6b3e\u672c\u547d\u5e74\u7d2b\u91d1\u7802\u7f16\u7ec7", "asin": "B0DRFW732N", "price": "$48.02", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u9f99\u724c)", "asin": "B0BYHKLRKQ", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9053\u5bb6\u63cf\u91d1\u6731\u7802\u9634\u9633\u4e94\u884c\u592a\u6781\u516b\u5366\u724c\u5e73\u5b89\u6302\u4ef6\u7537\u5973\u58eb\u540a\u5760\u6302\u4ef6 pendant, yellow, 9355968440124", "asin": "B0CT61BBXJ", "price": "$27.56", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u3010\u548c\u7530\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \u4e5d\u9f99\u62a4\u4e3b\u3011 \u9f99\u724c\u540a\u5760\u7537\u9752\u7389\u4e5d\u9f99\u6302\u4ef6\u53cc\u9762\u5de5\u7389\u4f69\u751f\u8096\u9f99\u9879\u94fe H-1260", "asin": "B0F2641PXJ", "price": "$150.50", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438811", "asin": "B0DR6KYX2Y", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438810", "asin": "B0DR6KYKLQ", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2705", "asin": "B0F22C88Y4", "price": "$870.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2706", "asin": "B0F2276KS5", "price": "$198.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ84Q7V", "price": "$38.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ6FTD3", "price": "$37.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ43PVG", "price": "$39.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2708", "asin": "B0F229GHJG", "price": "$318.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u6731\u7802\u5341\u5b57\u67b6\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u7d2b\u91d1\u7802\u9879\u5760\u672c\u547d\u5e74\u7ea2\u8272\u968f\u8eab\u6302\u9970, yellow, 9355968435038", "asin": "B0CT6394MF", "price": "$30.95", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \u672c\u547d\u5e74\u91d1\u521a\u7ed3\u7ea2\u7ef3\u624b\u7ef3\u6c99\u91d1\u73d0\u7405\u540a\u5760\u53ef\u8c03\u8282\u624b\u94fe\u7537\u5973\u6b3e\u5e26\u8d27(\u7ea2\u7ef3\u00b7\u5c81\u5c81\u5e73\u5b89)", "asin": "B0C13WFD2K", "price": "$24.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ87186", "price": "$40.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ3XLD1", "price": "$44.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u9f99\u724c\u540a\u5760\u7537\u5929\u7136\u539f\u77ff\u7d2b\u91d1\u7802\u98de\u9f99\u65cb\u8fd0\u9879\u94fe\u5973\u672c\u547d\u5e74\u6302\u4ef6 = DSGSSDA-439944", "asin": "B0DR74SLN6", "price": "$42.36", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u9ad8\u542b\u91cf\u6676\u4f53\u7802\u539f\u77ff\u695e\u4e25\u5492\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u6b3e\u6302\u4ef6\u5973\u5e73\u5b89 = DSGSSDA-440118", "asin": "B0DR78CF8H", "price": "$54.15", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2710", "asin": "B0F22BB1R4", "price": "$126.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6-\u798f\u888b)", "asin": "B0BV9YPW49", "price": "$19.89", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u58eb\u5b88\u62a4\u795e\u5973\u9879\u94fe\u672c\u547d\u4f5b\u724c\u5e73\u5b89\u89c2\u97f3\u5982\u6765\u751f\u8096\u6302\u4ef6 = DSGSSDA-439735", "asin": "B0DR75MK4Z", "price": "$49.20", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u6587\u6b8a\u83e9\u8428-\u5154)", "asin": "B0BTNWKHZZ", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "Mascot pendant Men's and Women's Wear Accessories \u6c11\u65cf\u98ce\u9e21\u7fc5\u6728\u8d28\u4f5b\u73e0\u6bdb\u8863\u94fe\u957f\u6b3e\u7537\u9879\u94fe\u4eff\u677e\u77f3\u540a\u5760\u6728\u73e0\u914d\u9970 1Pcs(\u7ea2\u677e\u77f3\u957f\u6761\u6728\u73e0\u94fe)", "asin": "B0C7KD8B6J", "price": "$24.48", "delivery": "$4.99 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u9ad8\u7eaf\u5ea6\u6676\u4f53\u672c\u547d\u5e74\u5e73\u5b89\u6263\u6bdb\u8863\u94fe, yellow, 9355968435366/831", "asin": "B0DKDTBX4M", "price": "$46.58", "delivery": "FREE delivery Apr 18 - 29"}, {"title": "\u5929\u7136\u7f05\u7538\u7fe1\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \u89c2\u97f3\u666e\u8d24\u83e9\u8428\u7cef\u6b3e\u5f0f\u7389\u77f3\u540a\u5760\u7537\u5973\u6b3e\u6302\u4ef6\u9f99\u86c7\u5b88\u62a4\u795e H-1242", "asin": "B0F2654QHB", "price": "$126.39", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u52bf\u81f3\u83e9\u8428-\u9a6c)", "asin": "B0BTNVJ3YS", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u5c71\u9b3c\u82b1\u94b1\u540a\u5760\u7537\u6b3e\u9879\u94fe\u672c\u547d\u5e74\u9053\u5bb6\u6302\u4ef6\u5973\u6b3e\u516b\u5366\u724c\u9970\u54c1\u4ee4\u724c = DSGSSDA-440038", "asin": "B0DR76YZ2T", "price": "$53.17", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M3MCJG", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MMX1TF", "price": "$18.16", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u6811\u53f6)", "asin": "B0C1MR8CY5", "price": "$18.40", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:42:50.544Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-07T23:42:50.544Z	click	search	rule	2025-04-07T23:42:50.544Z	click	search	train	210	2025-04-07T23:42:50.544Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5706\u724c \u540a\u5760 \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - 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Eligible for Prime.", "asin": "B0DK6ZX74H"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6XNNBZ"}, {"title": "Go to detail page for \"Fiusem Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches.\" Rated 4.6 out of 5 stars by 27 reviews. Eligible for Prime.", "asin": "B0DK6YMVY3"}], "search_results": [{"title": "Stackable Gold/Silver Chain for Men, 6/7 Pcs Stainless Steel Cross Chain Mens Necklace Jewelry Set for Men, 5/6 Chains + 1 Cross Pendant", "asin": "B0CRDX412H", "price": "$14.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stainless Steel Mens Cuban Link Chain, Black/18K Gold Miami Cuban Chain Necklace, 5mm/7mm/9mm/12mm/14mm Width, No Tarnish& Durable Hip Hop Mens Jewelry, 18\"-30\", Send Gift Box", "asin": "B0BQB8ZDZG", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Flexible Waterproof Braided Leather cord Chain Necklace for Men/Women, 2MM/3MM Brown/Black Woven Leather Rope Chain for pendant (Gift Box)", "asin": "B095W7J7D7", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cuban Chain for Men 3.5mm/5mm/7mm/9mm Stainless Steel Men's Gold Chain Silver Chain Diamond Cut Hip Hop Link Chains Necklace 16-30 Inch", "asin": "B0CTQ6LRWQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B07K5S5XC9", "price": "$16.49", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "QianKao \u5929\u7136\u6c34\u6676\u51b0\u79cd\u9ed1\u66dc\u77f3\u8c94\u8c85\u540a\u5760\u7537\u5973\u6b3e\u9879\u94fe\u751f\u65e5\u793c\u7269(\u5f69\u773c\u9ed1\u66dc\u77f3)", "asin": "B0BTNTYP8W", "price": "$50.88", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u8c94\u8c85)", "asin": "B0BYHJGL6N", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u865a\u7a7a\u85cf\u83e9\u8428-\u725b\u864e)", "asin": "B0BTNTSKHB", "price": "$18.00", "delivery": "FREE delivery Apr 16 - 24 Only 10 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MDSBMW", "price": "$14.40", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u539f\u8272\u6b3e\u5355\u540a\u5760)", "asin": "B0BW89NP22", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3007", "asin": "B0F2Z8ZVMH", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "Compass Coin Pendant Necklace 3/4 inch - 18k Gold or Silver Plated - Adjustable 17-19 inch Chain - Spring Ring Closure - Long-Lasting", "asin": "B07N275N1B", "price": "$70.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Waterproof Braided Leather Cord Chain Necklace, Men Women DIY Woven Wax Rope Chain for Pendant, Customize Available, 2/3mm Width, 16\" 18\" 20\" 22\" 24\" 26\" 28\" 30\" Length(with Gift Box)", "asin": "B0CZDNZR18", "price": "$16.62", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "ertified Grade A Jade Dragon and Phoenix Necklace, Dragon and Phoenix Brand pixiu God of Wealth Pendant Necklace for Couples, is an Eternal and Elegant Talisman of Happiness A Certified Burma Jadeite Women's Necklace Men's Necklace", "asin": "B0DRHXL8MN", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Square Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075H1PDZF", "price": "$13.18", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "\u548c\u7530\u9752 White Jade Bangle Bracelet for Women \u767d\u7389\u963f\u5bcc\u6c57\u7389\u5760\u89c2\u97f3\u540a\u5760\u7537\u6b3e\u62a4\u8eab\u7b26\u4e58\u9f99\u89c2\u4e16\u97f3\u83e9\u8428\u7389\u4f69\u7389\u77f3 3008", "asin": "B0F2Z8KMBJ", "price": "$38.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "QianKao \u590d\u53e4\u505a\u65e7\u53e4\u94dc\u89c2\u4e16\u97f3\u7eaf\u94dc\u540a\u5760\u4e00\u7247\u843d\u53f6\u83e9\u8428\u7537\u5973\u58eb\u6302\u5760(\u5355\u540a\u5760)", "asin": "B0BW8CK61H", "price": "$19.67", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao \u516d\u5b57\u7bb4\u8a00\u590d\u53e4\u505a\u65e7\u53e4\u94dc\u8272\u8f6c\u7ecf\u7b52\u540a\u5760\u7537\u6c11\u65cf\u98ce\u7eaf\u94dc\u540a\u5760(\u505a\u65e7\u6b3e\u5355\u540a\u5760)", "asin": "B0BW8B48V1", "price": "$22.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u8c94\u8c85)", "asin": "B0C1MDDKKL", "price": "$21.87", "delivery": "FREE delivery Apr 16 - 25 Only 3 left in stock - order soon."}, {"title": "14k Gold Cross Necklace for Men Large Gold Cross Pendant Figaro Chain for Mens 14K Chain 5mm Masculine Appeal 20, 22, 24 INCH", "asin": "B0D93G788D", "price": "$89.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B0CCXLC1PK", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/4/6mm Mens Necklace Gold/Silver Chain for Men - Stainless Steel Cuban Link Tone - NON-TARNISH & 100% Waterproof - Lifetime Jewelry UK - 18/20/22/24 Inch (2024 release)", "asin": "B0711XSV7B", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gold Layered Necklaces for Women, 14K Dainty Gold Chain Necklace Women Trendy Cuban Link Paperclip Chain Toggle Clasp Necklace Fashion Chunky Jewelry for Women", "asin": "B0BNHZ5W6C", "price": "$14.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "QianKao Lucky Mascot Ornaments Pendant Exorcism\u9ed1\u6a80\u6728\u590d\u53e4\u65f6\u5c1a\u6bdb\u8863\u94fe\u540a\u5760\u7537\u7b80\u7ea6\u51e0\u4f55\u578b\u9879\u94fe\u767e\u642d\u68c9\u9ebb\u914d\u9970\u54c1\u5973 (\u4e00\u70b9\u95ea\u9ed1\u6a80\u6728\u76ae\u7ef3\u9879\u94fe)", "asin": "B0BW8GHKX3", "price": "$18.99", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u666e\u8d24\u83e9\u8428-\u9f99\u86c7)", "asin": "B0BTNTWJ4V", "price": "$27.87", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u7d2b\u91d1\u6731\u7802\u6302\u5760\u5409\u7965\u968f\u8eab\u7ea2\u8fd0\u6597\u59c6\u5143\u541b\u540a\u5760\u6302\u4ef6 pendant \u7537\u58eb\u5973\u6b3e", "asin": "B0CT624KS6", "price": "$29.64", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u6731\u7802\u5e73\u5b89\u9501\u5973\u9879\u94fe\u597d\u8fd0\u5e74\u7537\u540a\u5760\u6302\u4ef6 pendant \u957f\u547d\u9501\u6302\u4ef6, yellow, 9355968435700", "asin": "B0CT5ZW8S6", "price": "$23.39", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "Cross Necklace for Men, Silver Gold Stainless Steel Plain Cross Pendant Necklace for Men Cuban Chain 18-26 Inch", "asin": "B09Y5PD5PT", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "\u6b63\u54c1\u7d2b\u91d1\u7802\u5341\u76f8\u81ea\u5728\u540a\u5760\u7537\u58eb\u516d\u5b57\u771f\u8a00\u672c\u547d\u5e74\u5e1d\u738b\u7802\u94a5\u5319\u6263 < S-517807 >", "asin": "B0DQNRBCLW", "price": "$58.03", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M7KWRC", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u65e5\u5982\u6765-\u7f8a\u7334)", "asin": "B0BTNVV9V3", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u798f\u888b)", "asin": "B0BV9WVYM5", "price": "$19.88", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "WW-09L2300 Cinnabar Beads Bracelets Jewelry for Good Luck Men Women Amulet Jewelies \u6731\u7802\u771f\u54c1\u5e73\u5b89\u6263\u540a\u5760\u6302\u7ef3\u914d\u4ef6\u5973\u9879\u94fe\u7537\u6b3e\u672c\u547d\u5e74\u7d2b\u91d1\u7802\u7f16\u7ec7", "asin": "B0DRFW732N", "price": "$48.02", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao 1Pcs\u4eff\u9ec4\u6c34\u6676\u8c94\u8c85\u540a\u5760\u9879\u94fe\u7537\u5973\u6b3e\u78e8\u7802\u7409\u7483\u5f25\u52d2\u4f5b\u540a\u5760\u6bdb\u8863\u94fe(\u9f99\u724c)", "asin": "B0BYHKLRKQ", "price": "$18.13", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9053\u5bb6\u63cf\u91d1\u6731\u7802\u9634\u9633\u4e94\u884c\u592a\u6781\u516b\u5366\u724c\u5e73\u5b89\u6302\u4ef6\u7537\u5973\u58eb\u540a\u5760\u6302\u4ef6 pendant, yellow, 9355968440124", "asin": "B0CT61BBXJ", "price": "$27.56", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "\u3010\u548c\u7530\u7389 Wealth Green Hetian jade Bracelet Spiritual Gift \u4e5d\u9f99\u62a4\u4e3b\u3011 \u9f99\u724c\u540a\u5760\u7537\u9752\u7389\u4e5d\u9f99\u6302\u4ef6\u53cc\u9762\u5de5\u7389\u4f69\u751f\u8096\u9f99\u9879\u94fe H-1260", "asin": "B0F2641PXJ", "price": "$150.50", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438811", "asin": "B0DR6KYX2Y", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u846b\u82a6\u560e\u4e4c\u76d2\u540a\u5760\u7537\u58eb\u5973\u6b3e\u65b0\u6b3e\u94a5\u5319\u6263 Feng Shui bracelet lucky Coloured glaze keychain \u624b\u673a\u7d2b\u91d1\u7802\u798f\u5b57\u846b\u82a6\u540a\u5760 = DSGSSDA-438810", "asin": "B0DR6KYKLQ", "price": "$44.34", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2705", "asin": "B0F22C88Y4", "price": "$870.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2706", "asin": "B0F2276KS5", "price": "$198.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ84Q7V", "price": "$38.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ6FTD3", "price": "$37.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ43PVG", "price": "$39.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2708", "asin": "B0F229GHJG", "price": "$318.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "\u6731\u7802\u5341\u5b57\u67b6\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u7d2b\u91d1\u7802\u9879\u5760\u672c\u547d\u5e74\u7ea2\u8272\u968f\u8eab\u6302\u9970, yellow, 9355968435038", "asin": "B0CT6394MF", "price": "$30.95", "delivery": "FREE delivery Apr 22 - May 2"}, {"title": "QianKao Mascot Exorcism Ward Off Evil Spirits Bring Lucky \u672c\u547d\u5e74\u91d1\u521a\u7ed3\u7ea2\u7ef3\u624b\u7ef3\u6c99\u91d1\u73d0\u7405\u540a\u5760\u53ef\u8c03\u8282\u624b\u94fe\u7537\u5973\u6b3e\u5e26\u8d27(\u7ea2\u7ef3\u00b7\u5c81\u5c81\u5e73\u5b89)", "asin": "B0C13WFD2K", "price": "$24.77", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ87186", "price": "$40.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u9879\u94fe\u5973\u7537\u6b3e\u7d2b\u91d1\u7802\u6e29\u6da6\u7b80\u7ea6\u5927\u6c14 \u540a\u5760", "asin": "B0BVQ3XLD1", "price": "$44.00", "delivery": "$1.09 delivery Apr 18 - 30 Or fastest delivery Apr 14 - 17"}, {"title": "\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u9f99\u724c\u540a\u5760\u7537\u5929\u7136\u539f\u77ff\u7d2b\u91d1\u7802\u98de\u9f99\u65cb\u8fd0\u9879\u94fe\u5973\u672c\u547d\u5e74\u6302\u4ef6 = DSGSSDA-439944", "asin": "B0DR74SLN6", "price": "$42.36", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u9ad8\u542b\u91cf\u6676\u4f53\u7802\u539f\u77ff\u695e\u4e25\u5492\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u6b3e\u6302\u4ef6\u5973\u5e73\u5b89 = DSGSSDA-440118", "asin": "B0DR78CF8H", "price": "$54.15", "delivery": "FREE delivery May 1 - 12"}, {"title": "\u65b0\u7586 Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u5e73\u5b89\u6263\u540a\u5760\u7537\u5973\u6b3e Hetian Jade Stretch Bracelet Natural \u548c\u7530\u7389\u540a\u5760\u60c5\u4fa3\u7389\u4f69\u9879\u94fe\u6302\u4ef6\u6b63\u54c1-Chu Wen Sheng2710", "asin": "B0F22BB1R4", "price": "$126.40", "delivery": "FREE delivery Apr 28 - May 7 Or fastest delivery Apr 14 - 16"}, {"title": "xiexuelian \u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u7a7a\u5fc3\u846b\u82a6-\u798f\u888b)", "asin": "B0BV9YPW49", "price": "$19.89", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u540a\u5760\u7537\u58eb\u5b88\u62a4\u795e\u5973\u9879\u94fe\u672c\u547d\u4f5b\u724c\u5e73\u5b89\u89c2\u97f3\u5982\u6765\u751f\u8096\u6302\u4ef6 = DSGSSDA-439735", "asin": "B0DR75MK4Z", "price": "$49.20", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u6587\u6b8a\u83e9\u8428-\u5154)", "asin": "B0BTNWKHZZ", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "Mascot pendant Men's and Women's Wear Accessories \u6c11\u65cf\u98ce\u9e21\u7fc5\u6728\u8d28\u4f5b\u73e0\u6bdb\u8863\u94fe\u957f\u6b3e\u7537\u9879\u94fe\u4eff\u677e\u77f3\u540a\u5760\u6728\u73e0\u914d\u9970 1Pcs(\u7ea2\u677e\u77f3\u957f\u6761\u6728\u73e0\u94fe)", "asin": "B0C7KD8B6J", "price": "$24.48", "delivery": "$4.99 delivery Apr 29 - May 8"}, {"title": "\u5929\u7136\u6731\u7802\u540a\u5760\u6302\u4ef6 pendant \u7537\u5973\u6b3e\u9ad8\u7eaf\u5ea6\u6676\u4f53\u672c\u547d\u5e74\u5e73\u5b89\u6263\u6bdb\u8863\u94fe, yellow, 9355968435366/831", "asin": "B0DKDTBX4M", "price": "$46.58", "delivery": "FREE delivery Apr 18 - 29"}, {"title": "\u5929\u7136\u7f05\u7538\u7fe1\u7fe0 Fengshui Natural jadeite Jade Bangle Bracelet for Wome \u89c2\u97f3\u666e\u8d24\u83e9\u8428\u7cef\u6b3e\u5f0f\u7389\u77f3\u540a\u5760\u7537\u5973\u6b3e\u6302\u4ef6\u9f99\u86c7\u5b88\u62a4\u795e H-1242", "asin": "B0F2654QHB", "price": "$126.39", "delivery": "FREE delivery May 1 - 12"}, {"title": "QianKao Imitation Obsidian Native Buddha Pendant Zodiac Protector Bodhisattva Pendant Necklace\u4eff\u9ed1\u66dc\u77f3\u672c\u547d\u4f5b\u540a\u5760\u516b\u5927\u5b88\u62a4\u795e\u83e9\u8428\u540a\u5760\u6c34\u6676\u7537\u5973\u6b3e\u9879\u94fe(\u5927\u52bf\u81f3\u83e9\u8428-\u9a6c)", "asin": "B0BTNVJ3YS", "price": "$27.89", "delivery": "$4.99 delivery Apr 21 - May 2"}, {"title": "\u5929\u7136\u6731\u7802 Feng Shui Cinnabar Bracelet for Women and Protection Good Luck Money Amulet \u5c71\u9b3c\u82b1\u94b1\u540a\u5760\u7537\u6b3e\u9879\u94fe\u672c\u547d\u5e74\u9053\u5bb6\u6302\u4ef6\u5973\u6b3e\u516b\u5366\u724c\u9970\u54c1\u4ee4\u724c = DSGSSDA-440038", "asin": "B0DR76YZ2T", "price": "$53.17", "delivery": "FREE delivery May 1 - 12"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u7a7a\u5fc3\u846b\u82a6)", "asin": "B0C1M3MCJG", "price": "$18.21", "delivery": "$4.29 delivery Apr 29 - May 8"}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u6811\u53f6\u5b9e\u5fc3\u846b\u82a6)", "asin": "B0C1MMX1TF", "price": "$18.16", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}, {"title": "xiexuelian Pure Brass Retro Five Emperors Money Solid Double Pixiu Gourd Pendant Pendant for Men and Women a Pair of Copper Coins Piqiu keychain\u7eaf\u9ec4\u94dc\u590d\u53e4\u4e94\u5e1d\u94b1\u5b9e\u5fc3\u53cc\u8c94\u8c85\u846b\u82a6\u540a\u5760\u6302\u4ef6\u7537\u5973\u4e00\u5bf9\u94dc\u94b1\u76ae\u4e18\u94a5\u5319\u6263 1Pcs(\u4e94\u5e1d\u94b1-\u7c38\u7b95\u5b9e\u5fc3\u846b\u82a6+\u6811\u53f6)", "asin": "B0C1MR8CY5", "price": "$18.40", "delivery": "FREE delivery Apr 28 - May 19 Only 5 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-07T23:42:50.544Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:23.790Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:23.790Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:10:23.790Z	input	Pendant Men	rule	2025-04-08T00:10:23.790Z	input	Pendant Men	train	211	2025-04-08T00:10:23.790Z	input	Pendant Men	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:23.790Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:24.050Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:24.050Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:10:24.050Z	click	search	rule	2025-04-08T00:10:24.050Z	click	search	train	212	2025-04-08T00:10:24.050Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:24.050Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Pendant Men\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n{\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n{\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n{\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\", \"asin\": \"B0CB15CWSC\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\", \"asin\": \"B0D7397B4T\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\", \"asin\": \"B0D72PTWTS\"}],\n\"search_results\": [{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:31.772Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - 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Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:31.772Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:10:31.772Z	click_product	B081LKNH95	rule	2025-04-08T00:10:31.772Z	click_product	B081LKNH95	train	213	2025-04-08T00:10:31.772Z	click_product	B081LKNH95	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""}, {"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""}, {"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""}, {"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""}, {"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""}, {"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain", "asin": "B0CB15CWSC"}, {"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain", "asin": "B0D7397B4T"}, {"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)", "asin": "B0D72PTWTS"}], "search_results": [{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:31.772Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n{\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n{\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n{\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\", \"asin\": \"B0CB15CWSC\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\", \"asin\": \"B0D7397B4T\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\", \"asin\": \"B0D72PTWTS\"}],\n\"search_results\": [{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:48.795Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""}, {"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""}, {"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""}, {"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""}, {"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""}, {"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain", "asin": "B0CB15CWSC"}, {"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain", "asin": "B0D7397B4T"}, {"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)", "asin": "B0D72PTWTS"}], "search_results": [{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:48.795Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:10:48.795Z	click_product	B0D6RDJ1QV	rule	2025-04-08T00:10:48.795Z	click_product	B0D6RDJ1QV	train	214	2025-04-08T00:10:48.795Z	click_product	B0D6RDJ1QV	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - 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13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - 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Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:48.795Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men\"}],\n\"product_details\": [{\"title\": \"YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\"},\n{\"price\": \"$38.69\"},\n{\"bullet_list\": \"\\u2764YFN Design\\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \\u2764MATERIAL\\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \\u2764SIZE\\u2764: Sisyphus pendant size: 1.160.81 Inch (29.720.6 mm), the length of chain: 22+2 inch. \\u2764PERFECT GIFT\\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \\u2764SERVICE\\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem.\"},\n{\"asin\": \"B0D6RDJ1QV\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"D-02 Sisyphus\"}],\n\"promotion_items\": [{\"title\": \"RTZN\\u00ae Meteorite Necklace for Men \\u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWSCMS95\", \"price\": \"$179.95\", \"quantity\": \"\"},\n{\"title\": \"Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas\", \"asin\": \"B0DG1DHWFV\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\\u201d Chain (Silver)\", \"asin\": \"B0DPCSX3GY\", \"price\": \"$11.19\", \"quantity\": \"\"},\n{\"title\": \"Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women\", \"asin\": \"B0DP42H1XN\", \"price\": \"$66.49\", \"quantity\": \"\"},\n{\"title\": \"MVMT Men's Hex Silver Necklace\", \"asin\": \"B00G1W0FE2\", \"price\": \"$58.00\", \"quantity\": \"\"},\n{\"title\": \"HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend\", \"asin\": \"B0D72JX9KK\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"IDF Necklace \\u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)\", \"asin\": \"B0DMTN3H2J\", \"price\": \"$34.95\", \"quantity\": \"\"},\n{\"title\": \"Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield\", \"asin\": \"B09P5WWJ4N\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male\", \"asin\": \"B0DJXP2LB4\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry\", \"asin\": \"B09MVS43Y7\", \"price\": \"$64.99\", \"quantity\": \"\"},\n{\"title\": \"INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin\", \"asin\": \"B0CN95V4PY\", \"price\": \"$89.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:10:52.827Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "product_details": [{"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"}, {"price": "$38.69"}, {"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.160.81 Inch (29.720.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."}, {"asin": "B0D6RDJ1QV"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "D-02 Sisyphus"}], "promotion_items": [{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""}, {"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""}, {"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""}, {"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""}, {"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""}, {"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""}, {"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""}, {"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""}, {"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""}, {"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""}, {"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""}, {"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""}, {"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:52.827Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:10:52.827Z	click	other	rule	2025-04-08T00:10:52.827Z	click	other	train	215	2025-04-08T00:10:52.827Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "product_details": [{"title": "YFN Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men"}, {"price": "$38.69"}, {"bullet_list": "\u2764YFN Design\u2764: This Sisyphus necklace is simple and elegant. It will bring good luck, bless people and protect them far from disaster. \u2764MATERIAL\u2764: Sisyphus necklace is made of the hypoallergenic 925 Sterling silver, nickel-free, lead-free, cadmium-free, especially for those with sensitive skin. \u2764SIZE\u2764: Sisyphus pendant size: 1.160.81 Inch (29.720.6 mm), the length of chain: 22+2 inch. \u2764PERFECT GIFT\u2764: Comes in a beautiful gift box. Sisyphus pendant for women men. It is a perfect gift for wife, girlfriend, mum, daughter, sister, family members and friends on Birthday, Valentine's Day, Anniversaries, Mother's Day, Christmas, Thanksgiving Day and so on. \u2764SERVICE\u2764: 100% Satisfaction and Money Back Guarantee.If there are any problems with the purchase, please feel free to contact us, we will glad to help you fix the problem."}, {"asin": "B0D6RDJ1QV"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "D-02 Sisyphus"}], "promotion_items": [{"title": "RTZN\u00ae Meteorite Necklace for Men \u2013 Premium Meteorite Mens Dog Tag Pendant Necklaces with Silver Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWSCMS95", "price": "$179.95", "quantity": ""}, {"title": "Fiusem Pendant Necklace for Men, Silver Tone Rectangular Pierced Necklace for Mens with 2.5 mm Box Chain, Stainless Steel Bar Chain, 24 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "COZBUTY Poseidon Necklace 925 Sterling SIlver Amulet Medal Jewelry Pendant Necklaces for Men Women Friends on Birthday Holiday Anniversary Christmas", "asin": "B0DG1DHWFV", "price": "$59.99", "quantity": ""}, {"title": "Yaumatea Men's Compass Pendant Necklace, Stainless Steel Navigator Amulet, Inspirational Guidance Jewelry, Waterproof & Sweatproof, 22+2\u201d Chain (Silver)", "asin": "B0DPCSX3GY", "price": "$11.19", "quantity": ""}, {"title": "Aniu Sterling Silver Metatron Cube Necklace - Sacred Geometry Archangel Pendant for Men & Women", "asin": "B0DP42H1XN", "price": "$66.49", "quantity": ""}, {"title": "MVMT Men's Hex Silver Necklace", "asin": "B00G1W0FE2", "price": "$58.00", "quantity": ""}, {"title": "HUKKUN Compass Necklace for Men 925 Sterling Silver Black Compass Pendant for Men Gear Compass Jewelry Gifts for Men Father Husband Boyfriend", "asin": "B0D72JX9KK", "price": "$39.99", "quantity": ""}, {"title": "IDF Necklace \u2013 Israel Defense Forces Sterling Silver Pendant, Pro-Israel Jewelry, Jewish Jewelry for Men & Women, Patriotic Gift for Israel Supporters, Includes a Gift Pouch (Sterling Silver)", "asin": "B0DMTN3H2J", "price": "$34.95", "quantity": ""}, {"title": "Kuschelkatze St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "quantity": ""}, {"title": "St Michael Pendant 925 Sterling Silver saint michael necklace for men women st michael the archangel san miguel arcangel medalla handmade holy talisman arch angels michael shield", "asin": "B09P5WWJ4N", "price": "$49.99", "quantity": ""}, {"title": "WINNICACA Archangel St.Michael Necklace Shield Charm Sterling Silver Protect Us Pendant Jewelry for Men Women St Michael Medal for Son Saint Michael Protect Us Travel Gift for Father", "asin": "B0BJVDTY8C", "price": "$49.99", "quantity": ""}, {"title": "Eusense Athena Necklace for Women Men 925 Sterling Silver Jewelry Roman Mythology Goddess Warrior Minerva Greek Pendant Gifts for Him Birthday Anniversary Lover Female Male", "asin": "B0DJXP2LB4", "price": "$49.99", "quantity": ""}, {"title": "Seiyang St Michael Necklace for Men 925 Sterling Silver Round Saint Archangel Michael Medal Medallion Protection Jewelry", "asin": "B09MVS43Y7", "price": "$64.99", "quantity": ""}, {"title": "INFUSEU Anubis Egyptian Necklace Men Gold Medallion Ancient African Jewelry Ankh Cross Pendant 925 Sterling Silver Women Large Medal Coin", "asin": "B0CN95V4PY", "price": "$89.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:10:52.827Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:12:56.843Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - 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18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:12:56.843Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:12:56.843Z	input	Pendant Men silver	rule	2025-04-08T00:12:56.843Z	input	Pendant Men silver	train	216	2025-04-08T00:12:56.843Z	input	Pendant Men silver	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "quantity": ""}, {"title": "MOO&LEE\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "quantity": ""}, {"title": "COAI\nStainless Steel Chain Square Simple Stone Necklace", "asin": "B0CRGT1HZB", "price": "$25.00", "quantity": ""}, {"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "FaithHeart\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "quantity": ""}, {"title": "Milumber\nCross Breathing Necklace to Quit Smoking for Men & Women \u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design", "asin": "B0DK9BZ32C", "price": "$16.14", "quantity": ""}, {"title": "YFN\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women", "asin": "B09XPTMB4K", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\" Box Chain", "asin": "B0CB15CWSC"}, {"title": "Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\" Round Box Chain", "asin": "B0D7397B4T"}, {"title": "Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\" Box Chain (Gold)", "asin": "B0D72PTWTS"}], "search_results": [{"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09BQZ4PXH", "price": "$42.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain", "asin": "B07XXQCXF4", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:12:56.843Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men silver\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"RTZN\\nRTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"RTZN\\nRTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"quantity\": \"\"},\n{\"title\": \"MOO&LEE\\nMen's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"COAI\\nStainless Steel Chain Square Simple Stone Necklace\", \"asin\": \"B0CRGT1HZB\", \"price\": \"$25.00\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n{\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n{\"title\": \"FaithHeart\\nSaint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"quantity\": \"\"},\n{\"title\": \"Milumber\\nCross Breathing Necklace to Quit Smoking for Men & Women \\u2013 Stainless Steel Anxiety Relief Necklace, Stop Smoking Inhaler, Breathlink & Noluva Inspired Design\", \"asin\": \"B0DK9BZ32C\", \"price\": \"$16.14\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nGame Necklace Sterling Silver Triforce Pendant Jewelry Gifts for Men Women\", \"asin\": \"B09XPTMB4K\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Inset In Black Stainless Steel Christian Wood Crucifix Pendant, Includes Necklace 24\\\" Box Chain\", \"asin\": \"B0CB15CWSC\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Real Ebony Mens Cross Necklaces Black Stainless Steel Christian Wood Crucifix Pendant, with Necklace 24\\\" Round Box Chain\", \"asin\": \"B0D7397B4T\"},\n{\"title\": \"Ropartman Wooden Cross Necklace for Men, Hand Inlaid Real Ebony Gold Stainless Steel Mens Cross Necklaces, Christian Black Wood Crucifix Pendant 24\\\" Box Chain (Gold)\", \"asin\": \"B0D72PTWTS\"}],\n\"search_results\": [{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09BQZ4PXH\", \"price\": \"$42.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Tungsten Carbide Pendant Necklace Geometric Tungsten Pendant with 22 Inches Stainless Steel Snake Chain\", \"asin\": \"B07XXQCXF4\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B081LKNH95\", \"price\": \"$9.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRYKC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXMDF7Y\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"4-Way Cross Pendant Necklace, 24\\\" (previously Amazon Collection)\", \"asin\": \"B003H9LFUU\", \"price\": \"$40.80\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"RTZN\\u00ae Lapis Lazuli Necklace for Men \\u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS6ZDW8\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men\", \"asin\": \"B0D6RDJ1QV\", \"price\": \"$38.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love\", \"asin\": \"B0DS9KNQBF\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B09YXQBPPK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women\", \"asin\": \"B09SPY7ZXC\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B0CR5XN8VJ\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him\", \"asin\": \"B0F3P4DLZT\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches\", \"asin\": \"B0DHVBRN1Y\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B08M9R63D5\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant\", \"asin\": \"B07X6SNM87\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\\u201dand in a Gift Box\", \"asin\": \"B01EQ60NS2\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord\", \"asin\": \"B09YJRL6V8\", \"price\": \"$14.95\", \"delivery\": \"FREE delivery Apr 20 - 27 for Prime members\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07RLV6V1G\", \"price\": \"$12.78\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\\\"\", \"asin\": \"B0828RCCKS\", \"price\": \"$14.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace\", \"asin\": \"B08JCPHCTC\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain\", \"asin\": \"B08GL9QKPZ\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"RTZN\\u00ae Black Onyx Necklace for Men \\u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\\\" Inch + 2\\\" Extension\", \"asin\": \"B0CWS7BY29\", \"price\": \"$49.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box\", \"asin\": \"B0DMT6L977\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain\", \"asin\": \"B077SFD5ZB\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch\", \"asin\": \"B07NN5P4C7\", \"price\": \"$11.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging\", \"asin\": \"B0C7712MT1\", \"price\": \"$19.51\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women\", \"asin\": \"B0CYGWVGNX\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch\", \"asin\": \"B09YQJMFLM\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B07KMB52T8\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men\", \"asin\": \"B0B6CM5PBL\", \"price\": \"$11.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small\", \"asin\": \"B006BJFPWM\", \"price\": \"$7.15\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)\", \"asin\": \"B08HM44HTT\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon.\"},\n{\"title\": \"Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain\", \"asin\": \"B07XP6D6YF\", \"price\": \"$19.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain\", \"asin\": \"B06WWN6Y3V\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEOK0S\", \"price\": \"$8.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B0B2K981VV\", \"price\": \"$23.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant\", \"asin\": \"B0D2QVK28Z\", \"price\": \"$124.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B01N0F7818\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women\", \"asin\": \"B0BL3QS68S\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:12:57.156Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - 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Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B081LKNH95", "price": "$9.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRYKC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXMDF7Y", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "4-Way Cross Pendant Necklace, 24\" (previously Amazon Collection)", "asin": "B003H9LFUU", "price": "$40.80", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "RTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - Healing Good Luck Donut Crystal Stone Jewelry Necklace - Positive Energy Amulet Unisex Adjustable Cord", "asin": "B09YJRL6V8", "price": "$14.95", "delivery": "FREE delivery Apr 20 - 27 for Prime members"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07RLV6V1G", "price": "$12.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Rock Hip Hop Jewelry Stainless Steel 18K Gold Plated Spear Point Arrowhead/Wolf Teeth Pendant Necklaces 22\"", "asin": "B0828RCCKS", "price": "$14.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Punk Rock Stainless Steel Playing Card Poker Dog Tag Pendant Necklace", "asin": "B08JCPHCTC", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Ace of Spades Pendant Necklace for Men and Women Poker Card Pendant with 24 Inch Link Chain", "asin": "B08GL9QKPZ", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "RTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Unique Bear Necklace - Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:12:57.156Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:12:57.156Z	click	search	rule	2025-04-08T00:12:57.156Z	click	search	train	217	2025-04-08T00:12:57.156Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RTZN\nRTZN\u00ae Black Onyx Necklace for Men \u2013 Premium Dog Tag Black Onyx Mens Pendant Necklaces with Stainless Steel Box Chain 22\" Inch + 2\" Extension", "asin": "B0CWS7BY29", "price": "$49.95", "quantity": ""}, {"title": "Fiusem\nPendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "quantity": ""}, {"title": "RTZN\nRTZN\u00ae Lapis Lazuli Necklace for Men \u2013 Premium Handcrafted Lapis Lazuli Pendant Necklaces - 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Blue Lapis Pendant Necklace Dog Tag with Stainless Steel Chain 22\" Inch + 2\" Extension", "asin": "B0CWS6ZDW8", "price": "$49.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Greek God Necklace Sterling Silver Religious Protector Pendant Jewelry Gifts for Women Men", "asin": "B0D6RDJ1QV", "price": "$38.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Hollow Vertical Bar Air Freshener Perfume Oil Diffuser Locket Charm Jewelry Pendant Necklace For Women Men Love", "asin": "B0DS9KNQBF", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B09YXQBPPK", "price": "$22.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Healing Crystal Stone Pointed Necklace Adjustable Black Rope Natural Gemstone Pendant Necklaces Jewelry for Men Women", "asin": "B09SPY7ZXC", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B0CR5XN8VJ", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Opal Pendant, 925 Sterling Silver Handmade Blue Opal Signet Men's Pendant, Mens Jewelry, Boyfriend Gift, Gift For Him", "asin": "B0F3P4DLZT", "price": "$32.99", "delivery": "FREE delivery May 5 - 13 Or fastest delivery Apr 16 - 18"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Box Chains for Men, 2.5/3/4/4.5/5mm Stainless Steel Flat Box Chain Necklace, Necklaces for Men and Women 16-28 Inches", "asin": "B0DHVBRN1Y", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B08M9R63D5", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bible Verse Prayer Necklace Christian Jewelry Gold Stainless Steel Praying Hands Coin Medal Pendant", "asin": "B07X6SNM87", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Necklace Lion Pendant Necklace, Bigger in Size, Silver Plated Stainless Steel, 3PCS Shiny CZ Diamonds, Comes with Rope Chain 24\u201dand in a Gift Box", "asin": "B01EQ60NS2", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gemstone Crystal Necklace Pendant - 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Handcrafted Original Design Pendant - Perfect Steampunk Jewelry Gift for Men & Women in Elegant Box", "asin": "B0DMT6L977", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Chain for Men Gold Cross Necklace 14K Gold Plated Large Nail Cross Chain Iced out CZ Pendant Hip Hop Jewelry for Women with Stainless Rope Chain", "asin": "B077SFD5ZB", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace Mens Womens Capital Letter Yellow Gold Plated Stainless Steel Box Chain 22inch", "asin": "B07NN5P4C7", "price": "$11.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Saint Michael Necklace, Stainless Steel/18K Gold Plated St Michael the Archangel Pendant Amulet for Men Women with Gift Packaging", "asin": "B0C7712MT1", "price": "$19.51", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tigers Eye Necklace for Men Natural Stone Necklace Adjustable Black Rope Tiger Eye Pendant Spiritual Energy Crystals and Healing Stones Necklace Protection Necklace Gifts for Men Women", "asin": "B0CYGWVGNX", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Layered Cross Necklace for Men - 18K Gold Silver Black Cross Necklaces Chain for Men, Layered Rope Chain Cross Necklace for Men 16 18 20 22 24 Inch", "asin": "B09YQJMFLM", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B07KMB52T8", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Gold Initial Necklace,14K Gold Plated Round Letter Pendant Hollow Capital Monogram 5mm Cuban Chain Necklace Alhpabets from A-Z Dainty Jewelry for Women Men", "asin": "B0B6CM5PBL", "price": "$11.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "COIN - Coin Necklace, Antique Gold Alloy Metal Medallion, Includes Black Nylon Neck Cord, Perfect for Cosplay, Pirates, Caribbean, Aztec, Skull, Fantasy - COIN, Small", "asin": "B006BJFPWM", "price": "$7.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Gold Wing)", "asin": "B08HM44HTT", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9 Only 18 left in stock - order soon."}, {"title": "Mens Stainless Steel Nautical Anchor Necklace Vintage Navy Mooring Rope Anchor Pendant with 24 Inches Link Chain", "asin": "B07XP6D6YF", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Womens Large Steel Cross Pendant Necklace with Cubic Zirconia and Wheat Chain", "asin": "B06WWN6Y3V", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEOK0S", "price": "$8.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B0B2K981VV", "price": "$23.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Moissanite Cross Necklace 2.7 Carat Iced Out Moissanite Cross Pendant 925 Sterling Silver Cross Chain Necklace D Color VVS1 18k Gold Plated Christian Pendant", "asin": "B0D2QVK28Z", "price": "$124.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B01N0F7818", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men - Norse Nordic 24 Runes Alphabets Pendant Necklace Mobius Twist Pagan Amulet Talisman - Jewelry Gift for Men Women", "asin": "B0BL3QS68S", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:12:57.156Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", 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\"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", 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\" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:08.211Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""}, {"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""}, {"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""}, {"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""}, {"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""}, {"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""}, {"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""}, {"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)", "asin": "B0D2NWMN9V"}, {"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box", "asin": "B0B7J7N6RV"}], "search_results": [{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"}, {"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:13:08.211Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:13:08.211Z	click_product	B09YNCRJ6J	rule	2025-04-08T00:13:08.211Z	click_product	B09YNCRJ6J	train	218	2025-04-08T00:13:08.211Z	click_product	B09YNCRJ6J	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition 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One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:13:08.211Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men silver\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n{\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n{\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n{\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\", \"asin\": \"B0D2NWMN9V\"},\n{\"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\", \"asin\": \"B0B7J7N6RV\"}],\n\"search_results\": [{\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n{\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:13:50.730Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""}, {"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""}, {"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""}, {"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""}, {"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""}, {"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""}, {"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""}, {"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)", "asin": "B0D2NWMN9V"}, {"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box", "asin": "B0B7J7N6RV"}], "search_results": [{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"}, {"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:13:50.730Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:13:50.730Z	input	Pendant Men silver	rule	2025-04-08T00:13:50.730Z	input	Pendant Men silver	train	219	2025-04-08T00:13:50.730Z	input	Pendant Men silver	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""}, {"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""}, {"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""}, {"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""}, {"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""}, {"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""}, {"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""}, {"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)", "asin": "B0D2NWMN9V"}, {"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box", "asin": "B0B7J7N6RV"}], "search_results": [{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"}, {"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:13:50.730Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant Men silver\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n{\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n{\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n{\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\", \"asin\": \"B0D2NWMN9V\"},\n{\"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\", \"asin\": \"B0B7J7N6RV\"}],\n\"search_results\": [{\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n{\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:07.957Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition 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"$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm 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"B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:07.957Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:14:07.957Z	input	Pendant for men, silver, solid color	rule	2025-04-08T00:14:07.957Z	input	Pendant for men, silver, solid color	train	220	2025-04-08T00:14:07.957Z	input	Pendant for men, silver, solid color	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant Men silver"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""}, {"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""}, {"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""}, {"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""}, {"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""}, {"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""}, {"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""}, {"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)", "asin": "B0D2NWMN9V"}, {"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box", "asin": "B0B7J7N6RV"}], "search_results": [{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"}, {"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:07.957Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant for men, silver, solid color\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Forge & Foundry\\nMen's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Forge & Foundry\\nMen's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0C8K15X3H\", \"price\": \"$42.95\", \"quantity\": \"\"},\n{\"title\": \"Made by Nami\\nMens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"PEAS\\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace\", \"asin\": \"B0C1VMQCZ5\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"AZFVBQL\\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"quantity\": \"\"},\n{\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n{\"title\": \"Yaumatea\\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\\\"\", \"asin\": \"B0C2L4XHML\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"quantity\": \"\"},\n{\"title\": \"XIXLES\\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain\", \"asin\": \"B0CYWYWNPL\", \"price\": \"$71.99\", \"quantity\": \"\"},\n{\"title\": \"YFN\\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men\", \"asin\": \"B0CX1G7RLD\", \"price\": \"$33.29\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)\", \"asin\": \"B0D2NWMN9V\"},\n{\"title\": \"Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box\", \"asin\": \"B0B7J7N6RV\"}],\n\"search_results\": [{\"title\": \"Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\\\"\", \"asin\": \"B0D7H42W89\", \"price\": \"$25.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry\", \"asin\": \"B08151NF54\", \"price\": \"$29.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts\", \"asin\": \"B0CND62ZHF\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men\", \"asin\": \"B0DXQ4DBVD\", \"price\": \"$14.98\", \"delivery\": \"$6.98 delivery May 9 - 27\"},\n{\"title\": \"Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope\", \"asin\": \"B091D2ZTSL\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''\", \"asin\": \"B09ZYCPPWR\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch\", \"asin\": \"B07TV8SKWL\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''\", \"asin\": \"B08ZNXB2N3\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp\", \"asin\": \"B086R48G2J\", \"price\": \"$57.99\", \"delivery\": \"FREE delivery Fri, Apr 11 for Prime members\"},\n{\"title\": \"Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)\", \"asin\": \"B01G3K6M5C\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tribal Feather .925 Sterling Silver Pendant\", \"asin\": \"B00P6XRNG0\", \"price\": \"$15.68\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength\", \"asin\": \"B0DJZY2WSQ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches\", \"asin\": \"B0BGX4D11F\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace\", \"asin\": \"B083HFCWRZ\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box\", \"asin\": \"B0DCZD84LH\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)\", \"asin\": \"B07HXTRW74\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\\\" Chain\", \"asin\": \"B078YL12CR\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex\", \"asin\": \"B08GL9X8MC\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys\", \"asin\": \"B0BLC4PX1B\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B09Y8S7567\", \"price\": \"$32.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLTP7R\", \"price\": \"$24.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B0186MGRZU\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy\", \"asin\": \"B0849ZB5YV\", \"price\": \"$18.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men\", \"asin\": \"B0B6SBGWD1\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain\", \"asin\": \"B0BVM7RQWH\", \"price\": \"$13.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch\", \"asin\": \"B0C53K7GFK\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace\", \"asin\": \"B07F3P1PML\", \"price\": \"$26.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRFCPCQ5\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:08.250Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": 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Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:08.250Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:14:08.250Z	click	search	rule	2025-04-08T00:14:08.250Z	click	search	train	221	2025-04-08T00:14:08.250Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, solid color"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Forge & Foundry\nMen's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "quantity": ""}, {"title": "Forge & Foundry\nMen's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0C8K15X3H", "price": "$42.95", "quantity": ""}, {"title": "Made by Nami\nMens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "quantity": ""}, {"title": "PEAS\nPunk Jewelry Necklace Stainless Steel Animal Lion Head Pendant Round Necklace", "asin": "B0C1VMQCZ5", "price": "$9.99", "quantity": ""}, {"title": "AZFVBQL\nMen's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "Yaumatea\nPatron of Saint Necklace, St. Michael/Virgin Mary/Raphael/Jude/Christopher/Benedict/Joseph/Patrick/Francis/Florian/Thomas/Anthony, Stainless Steel 24\"", "asin": "B0C2L4XHML", "price": "$11.99", "quantity": ""}, {"title": "YFN\nPatron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "quantity": ""}, {"title": "XIXLES\n925 Sterling Silver Patron Saint Necklace Archangel Medals St Pendant Amulet Necklaces Protection Jewelry for Men Women with Chain", "asin": "B0CYWYWNPL", "price": "$71.99", "quantity": ""}, {"title": "YFN\nEgyptian Necklace Sterling Silver Egypt God Pendant Abalone Shell Egypt Jewelry Gifts for Women Men", "asin": "B0CX1G7RLD", "price": "$33.29", "quantity": ""}], "ads": [{"title": "Zillaly initial letter Pendant Necklace Men Women boy Capital silver letter diamond A-Z stainless steel Chain box 22inch (Silver-J)", "asin": "B0D2NWMN9V"}, {"title": "Zillaly Men's Initial Pendant Necklace 18K A-Z Zirconia Unisex Christmas Gift with Box", "asin": "B0B7J7N6RV"}], "search_results": [{"title": "Tungsten Cross Necklace for Men, Men's Silver Cross Pendant Necklace 20-24\"", "asin": "B0D7H42W89", "price": "$25.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Men's Pendant Necklace - Exquisite Spartan Helmet Design - with Sterling Silver Chain - Men's Silver Jewelry", "asin": "B08151NF54", "price": "$29.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tree of Life Necklace for Women Sterling Silver Celtic Moon Tree Moonstone Turquoise Pendant Heart Family Tree Necklace for Mother Daughter Sister Gifts", "asin": "B0CND62ZHF", "price": "$35.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Personalized Custom Cross Necklace for Men Customized Cross Pendant Necklace Customized Jewelry Religious Gifts for Men", "asin": "B0DXQ4DBVD", "price": "$14.98", "delivery": "$6.98 delivery May 9 - 27"}, {"title": "Cross Necklace for Men Stainless Steel Crucifix Pendant Silver White Gold Yellow Black Jesus Christ Plain Simple Women Fine Jewelry Gifts, 24 Inches Rolo Chain, Zirconia, Polished, Rope", "asin": "B091D2ZTSL", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "White Gold Plated 925 Solid Sterling Silver Polished Black Men's Womens Crucifix Cross Pendant Long Fine Jewelry Valentines Day Gifts for Him,Stainless Steel Box Chain Length 24''", "asin": "B09ZYCPPWR", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men Women Silver Cross Necklaces Sterling Silver Cross Pendant High Polished Plain Mens Big Large Gifts For Mens,With Strong Stainless Steel Box Chain Length 24 Inch", "asin": "B07TV8SKWL", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Black Cross Necklaces Sterling Silver Cross Pendant Polished Long Necklace Fine Jewelry Christmas Gift Valentines Day Gifts for Men,Stainless Steel Box Chain Length 24''", "asin": "B08ZNXB2N3", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "White Gold Plated Solid Sterling Silver Large Mens Classic Cross Pendant Necklace Faithful Jewelry Gifts For Mens Boys Son, 24 Inch Rolo Chain Lobster Clasp", "asin": "B086R48G2J", "price": "$57.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"}, {"title": "Saint Michael The Archangel Medal - Patron Saints Medal (Small Size)", "asin": "B01G3K6M5C", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tribal Feather .925 Sterling Silver Pendant", "asin": "B00P6XRNG0", "price": "$15.68", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "St Michael Pendant for Men, Sterling Silver and Oxidized Protection Necklace Featuring St Michael the Archangel, Stylish Men's Necklace for Faith and Strength", "asin": "B0DJZY2WSQ", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with Stainless Steel Durable Cuban Link Chain Polished Beveled Edge Cross Chain Pendant Necklace Jewelry 16-28 Inches", "asin": "B0BGX4D11F", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Gothic Jewelry Men's Stainless Steel Animal Snake Pendant Chain Necklace", "asin": "B083HFCWRZ", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Necklace for Men Norse Viking Rune with Adjustable Stainless Steel Chains for Men, Vintage Amulet Mens Jewelry Gift with Delicate Box", "asin": "B0DCZD84LH", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Sparkle-Cut Lion Head Statement Pendant Charm - Choice of Size (S, M, or L)", "asin": "B07HXTRW74", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Silver Gold Tone Stainless Steel Lion King Pendant Necklace Cable Wheat 22+2\" Chain", "asin": "B078YL12CR", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Bar Pendant Necklace for Men and Women, Couples Necklaces 22 Inches Snake Chain, Unisex", "asin": "B08GL9X8MC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Easter Basket Stuffers Gifts-Layered Initial Letter Pendant Necklace for Men Figaro Twist Rope Chain Necklace Jewelry Graduation Easter Birthday Gift for Men Boys", "asin": "B0BLC4PX1B", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B09Y8S7567", "price": "$32.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLTP7R", "price": "$24.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Textured Single Angel Wing Heavenly Celestial Charm Pendant Necklace with Rolo Chain and Pendant only", "asin": "B0186MGRZU", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Italian Hammered Cross Pendant Chain Necklace 18 Inch Made in Italy", "asin": "B0849ZB5YV", "price": "$18.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Gold Black Silver Mens Cross Necklaces Stainless Steel Cross Pendant Necklace Simple Jewelry Gifts Cross Chain Necklace for Men", "asin": "B0B6SBGWD1", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "8 Pcs Necklace for Men, Mens Necklaces Jewelry Set, Black and Silver Stainless Steel Necklace, Cross Pendant Necklace, 16-24 inches Chain", "asin": "B0BVM7RQWH", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver/Gold/Black Mens Cross Necklaces with 2.5mm Cross Chain and Stainless Steel Cross Pendant, Box Chain 16-24 Inch", "asin": "B0C53K7GFK", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Virgin Mary Necklace 18K Gold Plated Women/Men Christian Jewelry Our Lady of Guadalupe Medal Pendant Mother Mary Necklace", "asin": "B07F3P1PML", "price": "$26.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRFCPCQ5", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:08.250Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Pendant for men, silver, solid color\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n{\"title\": \"Forge & Foundry\\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"quantity\": \"\"},\n{\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n{\"title\": \"PROSTEEL\\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box\", \"asin\": \"B08P7H7SGX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"U7\\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry\", \"asin\": \"B074SFY4KG\", \"price\": \"$13.91\", \"quantity\": \"\"},\n{\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n{\"title\": \"LeCalla\\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women\", \"asin\": \"B08MF7WDRZ\", \"price\": \"$24.91\", \"quantity\": \"\"},\n{\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n{\"title\": \"ChainsPro\\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box\", \"asin\": \"B07JY9V7TG\", \"price\": \"$18.89\", \"quantity\": \"\"},\n{\"title\": \"LeCalla\\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)\", \"asin\": \"B08KHFWDRW\", \"price\": \"$36.89\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\", \"asin\": \"B08DTRZQCW\"}],\n\"search_results\": [{\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n{\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime\", \"asin\": \"B0DS1S5FNS\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens\", \"asin\": \"B0BPBM93FK\", \"price\": \"$4.29\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch\", \"asin\": \"B07WNVP22M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy\", \"asin\": \"B08PCQSMNN\", \"price\": \"$62.90\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)\", \"asin\": \"B0DHRCD3JV\", \"price\": \"$16.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MCLNZ19\", \"price\": \"$29.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWKXCYS\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available\", \"asin\": \"B079JFB6ZV\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry\", \"asin\": \"B0DB2NZTFX\", \"price\": \"$6.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZC5JX\", \"price\": \"$62.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n{\"title\": \"Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\\\" Small Medium Or Large Crucifix - Necklace\", \"asin\": \"B07XVNNFNJ\", \"price\": \"$31.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FP9BJWG\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift\", \"asin\": \"B0BJ6FJP67\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B09DPQ1MBV\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08TBC78HG\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches\", \"asin\": \"B0DRCMCXG8\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry\", \"asin\": \"B075882TJQ\", \"price\": \"$25.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:32.224Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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"price": "$20.99", "quantity": ""}, {"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""}, {"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", 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Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch", "asin": "B07WNVP22M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy", "asin": "B08PCQSMNN", "price": "$62.90", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)", "asin": "B0DHRCD3JV", "price": "$16.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLNZ19", "price": "$29.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZC5JX", "price": "$62.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B09DPQ1MBV", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08TBC78HG", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches", "asin": "B0DRCMCXG8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:32.224Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:14:32.224Z	input	Pendant for men, silver, solid color	rule	2025-04-08T00:14:32.224Z	input	Pendant for men, silver, solid color	train	222	2025-04-08T00:14:32.224Z	input	Pendant for men, silver, solid color	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, solid color"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""}, {"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""}, {"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "ChainsPro\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box", "asin": "B07JY9V7TG", "price": "$18.89", "quantity": ""}, {"title": "LeCalla\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)", "asin": "B08KHFWDRW", "price": "$36.89", "quantity": ""}], "ads": [{"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width", "asin": "B08DTRZQCW"}], "search_results": [{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}, {"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime", "asin": "B0DS1S5FNS", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch", "asin": "B07WNVP22M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy", "asin": "B08PCQSMNN", "price": "$62.90", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)", "asin": "B0DHRCD3JV", "price": "$16.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLNZ19", "price": "$29.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZC5JX", "price": "$62.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B09DPQ1MBV", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08TBC78HG", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches", "asin": "B0DRCMCXG8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:32.224Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": 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Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:36.790Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, solid color"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""}, {"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""}, {"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "ChainsPro\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box", "asin": "B07JY9V7TG", "price": "$18.89", "quantity": ""}, {"title": "LeCalla\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)", "asin": "B08KHFWDRW", "price": "$36.89", "quantity": ""}], "ads": [{"title": "CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width", "asin": "B08DTRZQCW"}], "search_results": [{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}, {"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Stainless Steel Eagle and Anchor Pendant Necklace, Nautical Symbolic Jewelry, Vintage Maritime", "asin": "B0DS1S5FNS", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 18K Gold Over 925 Sterling Silver Chain Necklace for Women, 1.35mm Rope Chain Italian Necklace Chain for Women Men Super Shiny & Durable Women's Chain Necklaces 18 20 22 24 Inch", "asin": "B07WNVP22M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men 100% 925 Sterling Silver Necklace Vintage Design Dragon Pendant Silver Jewelry For Men Gift 18-28 Inch Box Chain- Italy", "asin": "B08PCQSMNN", "price": "$62.90", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts Jewelry Gifts for Friends (Gifts Box)", "asin": "B0DHRCD3JV", "price": "$16.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MCLNZ19", "price": "$29.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZC5JX", "price": "$62.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\u201d18\" 20\" 22\" 24\" 26\" 28\" 30\"-Send Gift Box", "asin": "B09DPQ1MBV", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08TBC78HG", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches", "asin": "B0DRCMCXG8", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:36.790Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:14:36.790Z	input	Pendant for men, silver, plain	rule	2025-04-08T00:14:36.790Z	input	Pendant for men, silver, plain	train	223	2025-04-08T00:14:36.790Z	input	Pendant for men, silver, plain	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, solid color"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton 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- order soon."}, {"title": "Solid 925 Sterling Silver Men's Cross With Jesus Pendant - 14k Gold Plated 1-3\" Small Medium Or Large Crucifix - Necklace", "asin": "B07XVNNFNJ", "price": "$31.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FP9BJWG", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Vintage Ancient Greek Warrior Spartan Necklace for Men Boy Vintage Ancient Amulet Pendant Jewelry Gift", "asin": "B0BJ6FJP67", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men 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Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:36.790Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", 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Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Waterproof Braided Leather Necklace Wax Rope Chain, Customize Available, 2/3mm Width, With Snap Clasp, 16\\u201d18\\\" 20\\\" 22\\\" 24\\\" 26\\\" 28\\\" 30\\\"-Send Gift Box\", \"asin\": \"B09DPQ1MBV\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08TBC78HG\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"4Pcs Cross Necklace for Men,Silver Black Layered Necklace for Men Stainless Steel Cross Chain Pendant Jewelry Box Gifts 18-24 Inches\", \"asin\": \"B0DRCMCXG8\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry\", \"asin\": \"B075882TJQ\", \"price\": \"$25.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper\", \"asin\": \"B0DGLTNY3N\", \"price\": \"$93.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches\", \"asin\": \"B0BPH1H8R2\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches\", \"asin\": \"B09WHYFB7F\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain\", \"asin\": \"B07VKRYLNQ\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men and Women 24\\\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)\", \"asin\": \"B07GRDJDZS\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy\", \"asin\": \"B092C623KC\", \"price\": \"$35.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches\", \"asin\": \"B0CQ8QKHRZ\", \"price\": \"$13.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0DK7DW7X9\", \"price\": \"$49.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy\", \"asin\": \"B07R2C8Z3M\", \"price\": \"$139.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY42T6Y\", \"price\": \"$27.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches\", \"asin\": \"B0CM9QRZVC\", \"price\": \"$13.43\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces\", \"asin\": \"B0BS1NN1V3\", \"price\": \"$21.88\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain\", \"asin\": \"B0C59528ZG\", \"price\": \"$34.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B081YNG47J\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch\", \"asin\": \"B0CYLKB2SV\", \"price\": \"$25.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain\", \"asin\": \"B07QRP49J2\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy\", \"asin\": \"B0C3R4KM1Y\", \"price\": \"$99.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\\\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him\", \"asin\": \"B0BLRV47NK\", \"price\": \"$85.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07RLQDB81\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z\", \"asin\": \"B0797RFX8M\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:14:39.444Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""}, {"title": "Forge & Foundry\nMen's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "PROSTEEL\n925 Sterling Silver Russian Orthodox Cross Necklace For Men Women, 18inch-20inch Adjustable, Come with Box", "asin": "B08P7H7SGX", "price": "$27.99", "quantity": ""}, {"title": "U7\nStainless Steel Shark Necklaces,18K Gold Plated Dolphin/Swordfish/Shark Pendant Necklace,Punk Mens Jewelry", "asin": "B074SFY4KG", "price": "$13.91", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "LeCalla\nSolid Italian 925 Sterling Silver Antique Lord Hanuman Ganesh/Ganapati Pendant Chain Necklace for Men Women", "asin": "B08MF7WDRZ", "price": "$24.91", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "ChainsPro\nMen Chunky Miami Cuban Chain Necklace, Custom Available, 4.8/6/10/14mm Width, 18/20/22/24/26/28/30inch Length, Gold Plated/Stainless Steel/Black, Send Gift Box", "asin": "B07JY9V7TG", "price": "$18.89", "quantity": ""}, {"title": "LeCalla\nSolid 925 Sterling Silver Italian 3 MM, 4 MM Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men with Lobster Clasp, Made in Italy (16, 18, 20, 22, 24 Inches)", "asin": "B08KHFWDRW", "price": "$36.89", "quantity": ""}], "ads": [{"title": "CaptainSteeL Cross Necklace for Men - 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Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for Men Silver Premium Alloy Solid Color Cross Pendant Necklace for Men Women Teens", "asin": "B0BPBM93FK", "price": "$4.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", 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Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWKXCYS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Mens Womens Cross Necklace Lord's Prayer Pendant, 4 Colors Available", "asin": "B079JFB6ZV", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Stainless Steel Compass Pendants Chain Necklace Punk Vintage Compass Necklace Navigator Forged for Male Jewelry Unique Birthday Jewelry", "asin": "B0DB2NZTFX", "price": "$6.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": 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delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens S925 Sterling Silver Large Cross Christian Faith Pendant Necklace 24 Inches Silver Chain Jewelry", "asin": "B075882TJQ", "price": "$25.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Moissanite Cross Necklace for Men,S925 D Color Simulated Diamond Crucifix Pendant,Sterling Silver Iceout Diamond Pendant Jewelry for Hiphop Men Rapper", "asin": "B0DGLTNY3N", "price": "$93.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Box Chain Lobster Clasp 2/3/4/5mm Necklace for Women Mens Box Chain Silver/18K Gold Necklace Chain Diamond Cut 16-30 Inches", "asin": "B0BPH1H8R2", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Rope Chain Lobster Clasp 2.5mm Silver Chain for Men Women Silver Necklace Chain 16-30 Inches", "asin": "B09WHYFB7F", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Stainless Steel Silver Gold Black Plain Cross Pendant Necklace Simple Jewelry Gifts, 16-24 Inches Chain", "asin": "B07VKRYLNQ", "price": "$13.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men and Women 24\" Stainless Steel 3.8MM Figaro Chain Necklace Crucifix Cross Pendant (Silver Color)", "asin": "B07GRDJDZS", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 2mm Franco Square Box Link Chain Necklace for Men Women Made in Italy", "asin": "B092C623KC", "price": "$35.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Cross Necklace for 14K Gold Filled Stainless Steel Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:39.444Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:14:39.444Z	click	search	rule	2025-04-08T00:14:39.444Z	click	search	train	224	2025-04-08T00:14:39.444Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": 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Small Cross Pendant with Cuban Chain Necklace Simple Faith Jewelry Christmas Gift for Men Women 16-24 Inches", "asin": "B0CQ8QKHRZ", "price": "$13.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0DK7DW7X9", "price": "$49.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 12mm (1/2 Inch) Diamond-Cut Cuban Link Curb Chain Necklace For Men Made in Italy", "asin": "B07R2C8Z3M", "price": "$139.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY42T6Y", "price": "$27.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2/3 Pcs Cross Necklace for Men, Silver Black Gold Cross Chain Necklace, Stainless Steel Cross Pendant Jewelry Gifts for Men 16-30 Inches", "asin": "B0CM9QRZVC", "price": "$13.43", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Medium Fish Hook Silver Pendant \u2013 Premium Sterling Silver Jewelry Hooks \u2013 Superb Realistic Design \u2013 Modern and Unique \u2013 Ideal Present Choice for Men and Women", "asin": "B004ZB9470", "price": "$37.99", "delivery": "FREE delivery Apr 19 - 23 for Prime members"}, {"title": "Cross Eternal Ring Pendant Necklace Stainless Steel Pendant Necklace for Men Women Best Friend Necklaces", "asin": "B0BS1NN1V3", "price": "$21.88", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tungsten Carbide Bar Pendant Necklace for Men Women Stainless Steel Snake Chain", "asin": "B0C59528ZG", "price": "$34.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B081YNG47J", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 18k Gold Over 925 Sterling Silver Chain Necklace for Men Women, 3.5mm, 5mm Diamond Cut Cuban Link Chain, Sturdy & Shiny & Not Easy to Fade & Comfortable 16 18 20 22 24 26 Inch", "asin": "B0CYLKB2SV", "price": "$25.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel Pendant Necklace for Men and Women, Unisex Twisted Cube Bar Pendant with Link Chain", "asin": "B07QRP49J2", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Italian 9mm Diamond-Cut Figaro Link Chain Necklace For Men, Made in Italy", "asin": "B0C3R4KM1Y", "price": "$99.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "KRKC&CO Moissanite Diamond Cross Pendant For Men, S925 Sterling Silver, D Color, 1.1Carat, with 2mm 20\" Rope Chain, Brilliant Excellent Cut Iced Out, 14K Gold, For Him", "asin": "B0BLRV47NK", "price": "$85.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 4mm Diamond-Cut Solid Flat Mariner Link Chain Necklace for Women Men, Made in Italy", "asin": "B07RLQDB81", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Necklace 925 Sterling Silver Letter Pendant Personalized 26 Alphabet Necklace for Women Men A-Z", "asin": "B0797RFX8M", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:14:39.444Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Pendant for men, silver, plain\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Bling Jewelry\\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"murtoo\\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QLQ7ZL\", \"price\": \"$20.99\", \"quantity\": \"\"},\n{\"title\": \"SANNYRA\\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QNPCT4J\", \"price\": \"$12.18\", \"quantity\": \"\"},\n{\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Zysta\\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Generic\\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"quantity\": \"\"},\n{\"title\": \"ZENLUNANO\\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch\", \"asin\": \"B0D4792WHH\", \"price\": \"$14.27\", \"quantity\": \"\"},\n{\"title\": \"P. BLAKE\\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts\", \"asin\": \"B088BGFFDN\", \"price\": \"$12.74\", \"quantity\": \"\"},\n{\"title\": \"Monily\\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches\", \"asin\": \"B076VZZJV9\", \"price\": \"$9.84\", \"quantity\": \"\"},\n{\"title\": \"Monily\\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women\", \"asin\": \"B0769XSVRW\", \"price\": \"$6.98\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D3X6PCR1\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Sun, Apr 13 for Prime members\"},\n{\"title\": \"Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)\", \"asin\": \"B0DHRF4F64\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QQXHW1F\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\\\"/24\\\"\", \"asin\": \"B0DV5J976Q\", \"price\": \"$22.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length\", \"asin\": \"B0BXM6PVD6\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\\\" Long Choose Your Color (Fit Upto 6mm Link Chain)\", \"asin\": \"B00JV6MB0Q\", \"price\": \"$22.00\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry\", \"asin\": \"B093CCPNJH\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry\", \"asin\": \"B073H9KL3V\", \"price\": \"$33.21\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07MG12H81\", \"price\": \"$22.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm\", \"asin\": \"B01CZ2J3DU\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry\", \"asin\": \"B0CCHMKW6K\", \"price\": \"$12.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift\", \"asin\": \"B0D99RW43F\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Compass Pendant with Adjustable 21\\\" Necklace Chain \| Design-led, artisan jewelry from London\", \"asin\": \"B09FB3VX8C\", \"price\": \"$42.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men\", \"asin\": \"B0DHG1WNNK\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch\", \"asin\": \"B07YWJWDSY\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Silver Necklace with Pendant Handmade 23\\\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him\", \"asin\": \"B0BC1BQN86\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Apr 11 - 14 for Prime members\"},\n{\"title\": \"Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains\", \"asin\": \"B0DM4TKSH1\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\\\" - 30\\\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths\", \"asin\": \"B07GST374S\", \"price\": \"$14.03\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women\", \"asin\": \"B07VQRT7RB\", \"price\": \"$7.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary\", \"asin\": \"B0DK579CF4\", \"price\": \"$43.19\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable\", \"asin\": \"B0043JTA7S\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue\", \"asin\": \"B01FSEO7Y2\", \"price\": \"$8.49\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches\", \"asin\": \"B09KPNG3BS\", \"price\": \"$29.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n{\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:15:46.772Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": 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Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0CN5W61PT", "price": "$56.98", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0B2VTYGB5", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift", "asin": "B0CQ4ZR5L8", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FPD5D1Y", "price": "$28.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch", "asin": "B0DGTC9YPC", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."}, {"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:15:46.772Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:15:46.772Z	click_product	B0043JTA7S	rule	2025-04-08T00:15:46.772Z	click_product	B0043JTA7S	train	225	2025-04-08T00:15:46.772Z	click_product	B0043JTA7S	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Bling Jewelry\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "quantity": ""}, {"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""}, {"title": "SANNYRA\nSilver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QNPCT4J", "price": "$12.18", "quantity": ""}, {"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""}, {"title": "Zysta\nEngraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "quantity": ""}, {"title": "Generic\nViking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "quantity": ""}, {"title": "ZENLUNANO\nCrucifix Cross Necklace for Men and Women with 18K Gold Plated Exquisite Jesus Pendant and Double Adjustable Necklace Chains 16-30 Inch", "asin": "B0D4792WHH", "price": "$14.27", "quantity": ""}, {"title": "P. BLAKE\nStainless Steel Cross Pendant Necklace for Men Boys, Christian Cross Pendant with 16-24 Inches Chain Cross Necklace Jewelry Gifts", "asin": "B088BGFFDN", "price": "$12.74", "quantity": ""}, {"title": "Monily\n18k Real Gold Plated Rope Chain 1.5mm 2.5mm 5mm Stainless Steel Twist Chain Necklace for Men Women 16 Inches 36 Inches", "asin": "B076VZZJV9", "price": "$9.84", "quantity": ""}, {"title": "Monily\nFigaro Chain Necklace Stainless Steel Real Gold Plated Chains for Men Women Jewelry Gift for Men Women", "asin": "B0769XSVRW", "price": "$6.98", "quantity": ""}], "search_results": [{"title": "Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D3X6PCR1", "price": "$20.99", "delivery": "FREE delivery Sun, Apr 13 for Prime members"}, {"title": "Men's Compass Pendant Necklace, Circle Vintage Coin Stainless Steel Compass Necklace Navigator Forged for Male Talisman Travel Jewelry, Inspirational Graduation Gifts (Gifts Box)", "asin": "B0DHRF4F64", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QQXHW1F", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Dog Tag Necklace for Men, Men's Stainless Steel Necklace 22\"/24\"", "asin": "B0DV5J976Q", "price": "$22.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Plain Russian Orthodox Cross Pendant Necklace - Choice of Pendant Only or Chain Length", "asin": "B0BXM6PVD6", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Sterling Silver Diamond Cut Thick Solid Cross Pendant 1.5\" Long Choose Your Color (Fit Upto 6mm Link Chain)", "asin": "B00JV6MB0Q", "price": "$22.00", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Sterling Silver 925 Pendant Minimalistic Religious Unisex Jewelry", "asin": "B093CCPNJH", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Simple Unisex Mens Cross Pendant Jewelry", "asin": "B073H9KL3V", "price": "$33.21", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian Solid 925 Sterling Silver 3.5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07MG12H81", "price": "$22.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Fine Jewelry .925 Sterling Silver Mariner Crucifix Anchor Cross Pendant Charm", "asin": "B01CZ2J3DU", "price": "$39.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Compass Pendant Necklace, Stainless Steel Compass Circle Vintage Coin Necklace Navigator Forged for Male Talisman Travel Jewelry", "asin": "B0CCHMKW6K", "price": "$12.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Coin Necklace Men's Stainless Steel Necklace Pendant Retro Ecclesiastes Bible Verse Round Medal Necklace Jewelry Gift", "asin": "B0D99RW43F", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Compass Pendant with Adjustable 21\" Necklace Chain \| Design-led, artisan jewelry from London", "asin": "B09FB3VX8C", "price": "$42.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Animal Necklace 925 Sterling Beast Pendant Irish Celtic Knot Necklace Pendant Fathers Day Birthday Christmas Gifts for Men", "asin": "B0DHG1WNNK", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men, Silver Black Gold Stainless Steel Plain Cross Pendant Necklace for Men Box Chain 16-30 Inch", "asin": "B07YWJWDSY", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Silver Necklace with Pendant Handmade 23\" Surfer Cuban Link Chain with Stainless Steel Pendant Premium Jewelry Gift for Him", "asin": "B0BC1BQN86", "price": "$19.99", "delivery": "FREE delivery Apr 11 - 14 for Prime members"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\" - 30\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths", "asin": "B07GST374S", "price": "$14.03", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women", "asin": "B07VQRT7RB", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size", "asin": "B00FENYPIG", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B09PBB4G6Q", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry", "asin": "B093DYDTHQ", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0CN5W61PT", "price": "$56.98", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0B2VTYGB5", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift", "asin": "B0CQ4ZR5L8", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FPD5D1Y", "price": "$28.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch", "asin": "B0DGTC9YPC", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."}, {"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:15:46.772Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", 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Choice of Pendant Size\", \"asin\": \"B00FENYPIG\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches\", \"asin\": \"B0CDPJLMPW\", \"price\": \"$15.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B09PBB4G6Q\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry\", \"asin\": \"B087ZYKS46\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry\", \"asin\": \"B09TGK39LK\", \"price\": \"$11.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches\", \"asin\": \"B0CDS126KN\", \"price\": \"$12.71\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift\", \"asin\": \"B0C6MGS28N\", \"price\": \"$27.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches\", \"asin\": \"B0DK6ZX74H\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry\", \"asin\": \"B09DQ3HVK7\", \"price\": \"$17.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry\", \"asin\": \"B093DYDTHQ\", \"price\": \"$12.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces\", \"asin\": \"B0CN5W61PT\", \"price\": \"$56.98\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\\\"-26\\\"\", \"asin\": \"B075RVHX62\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0B2VTYGB5\", \"price\": \"$33.89\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\\\" Cuban Chain Necklace CP 282\", \"asin\": \"B08L5JNPSF\", \"price\": \"$11.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver\", \"asin\": \"B07D23C6TC\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift\", \"asin\": \"B0CQ4ZR5L8\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07FPD5D1Y\", \"price\": \"$28.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch\", \"asin\": \"B0DGTC9YPC\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches\", \"asin\": \"B0CQ82319S\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain\", \"asin\": \"B00XN81MR6\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry\", \"asin\": \"B093CF36DJ\", \"price\": \"$14.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him\", \"asin\": \"B0BBZY6YPH\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon.\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords\", \"asin\": \"B071JL8M8T\", \"price\": \"$26.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift\", \"asin\": \"B071W8S7C9\", \"price\": \"$12.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches\", \"asin\": \"B0B5Q3M9LT\", \"price\": \"$29.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy\", \"asin\": \"B08XY38WVH\", \"price\": \"$33.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Simple Pendant Necklace for Men\", \"asin\": \"B0BYXJ8QJ8\", \"price\": \"$33.21\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women\", \"asin\": \"B07RMZFXWH\", \"price\": \"$69.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)\", \"asin\": \"B0CM25313L\", \"price\": \"$33.99\", \"delivery\": \"FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon.\"},\n{\"title\": \"2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available\", \"asin\": \"B082S7798X\", \"price\": \"$4.69\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry\", \"asin\": \"B0777LRN9F\", \"price\": \"$29.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas\", \"asin\": \"B0DBVGNXGG\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant\", \"asin\": \"B0CVXG8YXG\", \"price\": \"$25.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:16:08.041Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Bling Jewelry\nPersonalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "quantity": ""}, {"title": "murtoo\nCompass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal", "asin": "B0D4QLQ7ZL", "price": "$20.99", "quantity": ""}, {"title": "SANNYRA\nSilver Chain for Men - 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May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."}, {"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:16:08.041Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:16:08.041Z	click_product	B0777LRN9F	rule	2025-04-08T00:16:08.041Z	click_product	B0777LRN9F	train	226	2025-04-08T00:16:08.041Z	click_product	B0777LRN9F	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": 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"click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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14 for Prime members"}, {"title": "Exquisite Cross Necklace for Men and Women, Silver/Gold/Black Cross Chain with Top-grade 316L Stainless Steel Cross Pendant, 18-24 Inch Box/Byzantine Chains", "asin": "B0DM4TKSH1", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver 1mm & 0.8 Italian Box Chain Necklace 16\" - 30\" with Silver Polishing Cloth/Dainty & Sturdy Necklace for Women Available in 15 Lengths", "asin": "B07GST374S", "price": "$14.03", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Anchor Necklace, Stainless Steel Rope Anchor Pendant, Curb Chain, Nautical Anchor Jewelry Gift for Men and Women", "asin": "B07VQRT7RB", "price": "$7.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Viking Necklace for Men 925 Sterling Silver Norse Mythology Protection Pendant Raven/Wolf/Celtic Knot Amulet Jewelry Gifts for Birthday Anniversary", "asin": "B0DK579CF4", "price": "$43.19", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Personalized X-Large Plain Simple Basic Cool Mens Identification Military Army Dog Tag Pendant Necklace For Men Teens Polished Black Gold Silver Tone Stainless Steel 24 Inch Ball Chain Customizable", "asin": "B0043JTA7S", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stainless Steel High Polish Hollow Openwork Cross Pendant Necklace for Men Women, Hypoallergenic, Silver, Gold, Black, Blue", "asin": "B01FSEO7Y2", "price": "$8.49", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5mm Stainless Steel Diamond-Cut Durable Figaro Link Chain or Cuban Link Curb Chain for Men, Mens Silver Crucifix Cross Pendant Necklaces Jewelry 16-30 Inches", "asin": "B09KPNG3BS", "price": "$29.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Round Aztec Mayan Calendar Charm Pendant - Choice of Pendant Size", "asin": "B00FENYPIG", "price": "$59.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Necklace for Men Boys Women, Stainless Steel Cuban Link Chain Letter Pendant Necklaces Capital Monogram Necklace Jewelry Gifts for Men 20+2 Inches", "asin": "B0CDPJLMPW", "price": "$15.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B09PBB4G6Q", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compass Necklace for Men Chain Stainless Steel Compass Pendants Male Jewelry", "asin": "B087ZYKS46", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Initial Letter Pendant Necklace for Men Women, 14K Gold Plated Square Capital Monogram Necklace Alphabets from A-Z Figaro Chain Jewelry", "asin": "B09TGK39LK", "price": "$11.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "2 Pcs Cross Necklace for Men,Stainless Steel Pendant Silver Black Crosses Chain Jewelry Gifts Box 16-30 inches", "asin": "B0CDS126KN", "price": "$12.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Blue Sapphire Men's Pendant, 925 Sterling Silver, Hammered, Birthday Gift", "asin": "B0C6MGS28N", "price": "$27.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Pendant Necklace for Men, Silver Tone/Gold Plated/Black Mens Penddant Necklaces with 2.5 mm Box Chain, Stainless Steel Bar Chain, 18-28 Inches", "asin": "B0DK6ZX74H", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sword Pendant Sterling Silver 925 Dagger Necklace Charm Minimalistic Unisex Handmade Jewelry", "asin": "B09DQ3HVK7", "price": "$17.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Om Ohm Pendant Sterling Silver 925 Chakra Namaste Healed Buddha Yoga Spiritual Jewelry", "asin": "B093DYDTHQ", "price": "$12.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Necklace for Men - Real 925K Sterling Silver Pendant, Timeless Symbol of Faith, Oxidized Silver Crucifix Necklaces", "asin": "B0CN5W61PT", "price": "$56.98", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Tungsten Bar Necklace for Men, Men's Pendant Necklace God/Silver 20\"-26\"", "asin": "B075RVHX62", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Beveled Edge for Men Women 5mm Stainless Steel Diamond Cut Durable Cuban Link Curb Chain Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0B2VTYGB5", "price": "$33.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Lion Head Mini Medallion Gold and Silver Plated Pendant 20\" Cuban Chain Necklace CP 282", "asin": "B08L5JNPSF", "price": "$11.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Nail Cross Pendant Necklace with 24 Inch Chain Polished Black Gold Silver", "asin": "B07D23C6TC", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sterling Silver Crucifix Pendant Necklace for Men Women, Jesus Cross Necklace for Boy Christmas Gift", "asin": "B0CQ4ZR5L8", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 5mm Diamond Cut Cuban Link Curb Chain Necklace for Women Men, Made in Italy", "asin": "B07FPD5D1Y", "price": "$28.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Real Silver Cross Necklace with 2.5mm Top Craftsmanship Rope Chain for Men Boys Women, Sturdy Shiny Non Tarnish 16-26 Inch", "asin": "B0DGTC9YPC", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Silver Tone Cross Necklace for Men, Mens Cross Necklaces with 3.5mm Chain and Stainless Steel Pendant, Cuban Chain 16-24 Inches", "asin": "B0CQ82319S", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Polished Stainless Steel Silver Cross Pendant Necklace 22+2 Inches Chain", "asin": "B00XN81MR6", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches", "asin": "B0DLVPKFK2", "price": "$27.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Cross Pendant Sterling Silver 925 Wood Textured Religious Unisex Jewelry", "asin": "B093CF36DJ", "price": "$14.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Genuine Black Onyx Flat Square Gemstone Unique Handcrafted Pendant for Her Him", "asin": "B0BBZY6YPH", "price": "$29.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 9 left in stock - order soon."}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's 925 Sterling Silver Arrow Arrowhead Poseidon Sentimental for Him Boyfriend Pendant Necklace Gift Cords", "asin": "B071JL8M8T", "price": "$26.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Engraving 3D Bar Name Necklace Personalized Text Message Cool Simple Design Women Customized Dangle Vertical Cuboid Stick Pendant Necklaces Stainless Steel Birthday Gift", "asin": "B071W8S7C9", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace for Men Women 5mm Big Beveled Edge Men's Stainless Steel Diamond Cut Curb Cuban Link Chain Crucifix Cross Pendant Jewelry 16-30 Inches", "asin": "B0B5Q3M9LT", "price": "$29.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Rhodium Plated 925 Sterling Silver Small or Large Crucifix Necklace for Men Women, Cross Pendant with Rope Chain, Made in Italy", "asin": "B08XY38WVH", "price": "$33.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Simple Pendant Necklace for Men", "asin": "B0BYXJ8QJ8", "price": "$33.21", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Italian 7mm Diamond Cut Cuban Link Curb Chain Necklace for Men Women", "asin": "B07RMZFXWH", "price": "$69.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Pendant for Men Women, Natural Cabochon Square Gemstone Unique Handcrafted Jewelry for Her Him (, amethyst) ('Garnet)", "asin": "B0CM25313L", "price": "$33.99", "delivery": "FREE delivery Apr 29 - May 7 Or fastest delivery Apr 14 - 16 Only 2 left in stock - order soon."}, {"title": "2MM Stainless Steel Necklace - Thin Cable Chain for Women & Men, Silver Chains for Pendant Addition or Alone - 16-30 Inch Available", "asin": "B082S7798X", "price": "$4.69", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "22 mm Round Engravable .925 Sterling Silver Pendant Necklace \| Customizable Silver Necklace for Women and Men \| Sterling Silver Personalized Jewelry", "asin": "B0777LRN9F", "price": "$29.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Men's Pendant Necklace \| Real Man Necklace Jewelry \| Silver Pendant Necklaces Gift for Father's Day, Men's Birthdays, Thanksgiving, Christmas", "asin": "B0DBVGNXGG", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Natural Red Garnet Pendant Necklace Mens Garnet Pendant 925 Sterling Silver Necklace Pendant Hammered Mens Pendant Birthday Gift For Him Gemstone Mens Necklace Pendant", "asin": "B0CVXG8YXG", "price": "$25.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:16:08.041Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"Pendant for men, silver, plain\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n{\"title\": \"FaithHeart\\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B07M5JSFW5\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075GNKZ4Y\", \"price\": \"$11.98\", \"quantity\": \"\"},\n{\"title\": \"LOFITOR\\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches\", \"asin\": \"B0CFR1VQFF\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"CaptainSteeL Cross Necklace for Men - Stainless Steel Silver/Gold Plain Cross Pendant Necklace Simple Jewelry Gifts, 24 Inches 3:1 Figaro Link Chain 4/5/6mm Width\", \"asin\": \"B08DTRZQCW\"}],\n\"search_results\": [{\"title\": \"Men's Stainless Steel Engraveable Dog Tag Pendant Necklace\", \"asin\": \"B09Q75Q99D\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Personalized Custom Message Necklace 925 Sterling Silver Round/Heart/Dog Tag Pendant with 18 Inches Chain, Valentine's Day Birthday Gift for Men Women\", \"asin\": \"B087MC1HW6\", \"price\": \"$31.99\", \"delivery\": \"$3.99 delivery Apr 15 - 21\"},\n{\"title\": \"Men's Engraving-Stainless Steel Dog Tag Pendant Necklace with Cubic Zirconia Stone\", \"asin\": \"B07ZK6DGK8\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Compass Necklace for Men Women, Stainless Steel Necklace with Compass Coin Pendant, Gold Silver Mens Necklace Gift Ideal\", \"asin\": \"B0D4QMYFD5\", \"price\": \"$20.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"S925 Necklace Birthstone Compass Gift for Women Jewelry Sterling Silver Necklace for Wife Wedding Anniversary Girlfriend Birthday Gifts for Her Valentines Day Mom Mothers Day\", \"asin\": \"B0DBQDWFLX\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Compass Necklace for Women Men Nautical Pendant Jewelry Gift for Adventurers Compass Jewelry\", \"asin\": \"B0DBTGS4W4\", \"price\": \"$36.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women, 5MM Durable Stainless Steel Diamond Cut Cuban Link Curb Chain with Silver Cross Pendant, Mens Cross Crucifix Necklaces Jewelry 16-30 Inches\", \"asin\": \"B0DLVPKFK2\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Medium Fish Hook Silver Pendant \\u2013 Premium Sterling Silver Jewelry Hooks \\u2013 Superb Realistic Design \\u2013 Modern and Unique \\u2013 Ideal Present Choice for Men and Women\", \"asin\": \"B004ZB9470\", \"price\": \"$37.99\", \"delivery\": \"FREE delivery Apr 19 - 23 for Prime members\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch\", \"asin\": \"B00CXYYDZO\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers\", \"asin\": \"B0DPCSGMY1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)\", \"asin\": \"B07MJM6F51\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts\", \"asin\": \"B0CCSVJPW4\", \"price\": \"$27.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B0C232HLXG\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain\", \"asin\": \"B08XMSNM1K\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Initial Pendant Charm \\u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font\", \"asin\": \"B07H5TC3WM\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her\", \"asin\": \"B0CD3LBZ3C\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Compass Medallion Charm Pendant\", \"asin\": \"B071H83H9K\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant\", \"asin\": \"B0DDBK84BH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B07L2TBDYR\", \"price\": \"$21.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace\", \"asin\": \"B0BHM9MCMK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men\", \"asin\": \"B07HYXKHJS\", \"price\": \"$12.99\", \"delivery\": \"$4.99 delivery Apr 16 - 21\"},\n{\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T00:18:56.688Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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23 for Prime members"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London", "asin": "B0D1VRRBKL", "price": "$44.95", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch", "asin": "B00CXYYDZO", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers", "asin": "B0DPCSGMY1", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry", "asin": "B09YNCRJ6J", "price": "$15.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)", "asin": "B07MJM6F51", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts", "asin": "B0CCSVJPW4", "price": "$27.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B0C232HLXG", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain", "asin": "B08XMSNM1K", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Initial Pendant Charm \u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font", "asin": "B07H5TC3WM", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her", "asin": "B0CD3LBZ3C", "price": "$24.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Compass Medallion Charm Pendant", "asin": "B071H83H9K", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant", "asin": "B0DDBK84BH", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B07L2TBDYR", "price": "$21.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace", "asin": "B0BHM9MCMK", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men", "asin": "B07HYXKHJS", "price": "$12.99", "delivery": "$4.99 delivery Apr 16 - 21"}, {"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday", "asin": "B0DRJSXW61", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)", "asin": "B08HM4XQX4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)", "asin": "B0D3Z28KNF", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0BXNSLLHD", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch", "asin": "B0CMX9HXMP", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches", "asin": "B0DYYPB8RN", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts", "asin": "B07JKJJWL3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08866FL2R", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B089H1QRSS", "price": "$21.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch", "asin": "B0D8J9KRNT", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\"", "asin": "B0CL4MNQWM", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry", "asin": "B0DF62D2L9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)", "asin": "B07MW4T4DV", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas", "asin": "B0D28XZJWL", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace", "asin": "B01KQRXRAG", "price": "$89.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:18:56.688Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T00:18:56.688Z	click_product	B087MC1HW6	rule	2025-04-08T00:18:56.688Z	click_product	B087MC1HW6	train	227	2025-04-08T00:18:56.688Z	click_product	B087MC1HW6	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""}, {"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""}, {"title": "FaithHeart\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B07M5JSFW5", "price": "$15.99", "quantity": ""}, {"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075GNKZ4Y", "price": "$11.98", "quantity": ""}, {"title": "LOFITOR\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches", "asin": "B0CFR1VQFF", "price": "$27.99", "quantity": ""}], "ads": [{"title": "CaptainSteeL Cross Necklace for Men - 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21"}, {"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - 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Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T00:18:56.688Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:08:41.680Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:08:41.680Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:08:41.680Z	input	apple watch 表带 silver Gray 编织	rule	2025-04-08T01:08:41.680Z	input	apple watch 表带 silver Gray 编织	train	228	2025-04-08T01:08:41.680Z	input	apple watch 表带 silver Gray 编织	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:08:41.680Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:08:41.865Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:08:41.865Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:08:41.865Z	click	search	rule	2025-04-08T01:08:41.865Z	click	search	train	229	2025-04-08T01:08:41.865Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:08:41.865Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": 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Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:48.494Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "Pendant for men, silver, plain"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "HZMAN\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain", "asin": "B01LYMU8ON", "price": "$11.99", "quantity": ""}, {"title": "Fiusem\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch", "asin": "B0CLGXKJCN", "price": "$9.79", "quantity": ""}, {"title": "FaithHeart\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box", "asin": "B07M5JSFW5", "price": "$15.99", "quantity": ""}, {"title": "Monily\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women", "asin": "B075GNKZ4Y", "price": "$11.98", "quantity": ""}, {"title": "LOFITOR\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches", "asin": "B0CFR1VQFF", "price": "$27.99", "quantity": ""}], "ads": [{"title": "CaptainSteeL Cross Necklace for Men - 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"action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:11:48.494Z	input	apple watch 表带 silver Gray nylon	rule	2025-04-08T01:11:48.494Z	input	apple watch 表带 silver Gray nylon	train	230	2025-04-08T01:11:48.494Z	input	apple watch 表带 silver Gray nylon	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": 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"click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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Choose Your Perfect Size (S-L)", "asin": "B07MJM6F51", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts", "asin": "B0CCSVJPW4", "price": "$27.88", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\" Rope Chain for Men Women", "asin": "B0C232HLXG", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy", "asin": "B07QGKQC65", "price": "$37.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain", "asin": "B08XMSNM1K", "price": "$99.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Initial Pendant Charm \u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font", "asin": "B07H5TC3WM", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her", "asin": "B0CD3LBZ3C", "price": "$24.79", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Compass Medallion Charm Pendant", "asin": "B071H83H9K", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\"", "asin": "B07QP9GPNF", "price": "$21.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy", "asin": "B0BSXJY659", "price": "$36.90", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant", "asin": "B0DDBK84BH", "price": "$54.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)", "asin": "B07L2TBDYR", "price": "$21.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace", "asin": "B0BHM9MCMK", "price": "$28.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men", "asin": "B07HYXKHJS", "price": "$12.99", "delivery": "$4.99 delivery Apr 16 - 21"}, {"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday", "asin": "B0DRJSXW61", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)", "asin": "B08HM4XQX4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)", "asin": "B0D3Z28KNF", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0BXNSLLHD", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch", "asin": "B0CMX9HXMP", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches", "asin": "B0DYYPB8RN", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts", "asin": "B07JKJJWL3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08866FL2R", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B089H1QRSS", "price": "$21.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch", "asin": "B0D8J9KRNT", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\"", "asin": "B0CL4MNQWM", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry", "asin": "B0DF62D2L9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)", "asin": "B07MW4T4DV", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas", "asin": "B0D28XZJWL", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace", "asin": "B01KQRXRAG", "price": "$89.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:48.494Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"HZMAN\\nMens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Fiusem\\nCross Necklace for Men, Mens Cross Necklaces with 2.5mm Rope Chain, Stainless Steel Pendant Chain 16-28 Inch\", \"asin\": \"B0CLGXKJCN\", \"price\": \"$9.79\", \"quantity\": \"\"},\n{\"title\": \"FaithHeart\\nBraided Leather 2MM/3MM Necklace Cord for Men with Stainless Steel Snap Clasp, Waterproof Woven Wax Rope Chain for Pendant with Delicate Gift Box\", \"asin\": \"B07M5JSFW5\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Monily\\nSquare Rolo Chain Necklace Stainless Steel Round Box Necklace for Men & Women\", \"asin\": \"B075GNKZ4Y\", \"price\": \"$11.98\", \"quantity\": \"\"},\n{\"title\": \"LOFITOR\\n925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Beveled Edge Crucifix Pendant Necklace Jewelry Present 16-28 Inches\", \"asin\": \"B0CFR1VQFF\", \"price\": \"$27.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"CaptainSteeL Cross Necklace for Men - 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23 for Prime members\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Minimalist Stainless Steel and Solid Onyx Inlay Pendant \| 21 Inch Rolo Chain \| Design-Led Artisan Jewelry, from London\", \"asin\": \"B0D1VRRBKL\", \"price\": \"$44.95\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Mens High Polishing Stainless Steel Dog Tag Pendant Necklace 22+2 Inch Link Chain\", \"asin\": \"B01LYMU8ON\", \"price\": \"$11.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Large Personalized Engravable Military Army Dog Tag Pendant Necklace for Men Polished Silver Tone Stainless Steel Beveled Edge with Bead Ball Chain 24 Inch\", \"asin\": \"B00CXYYDZO\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Compass Necklace for Men, Stainless Steel Pendant Necklace, Adjustable Chain, Unique Navigator Design, Perfect Gift for Adventure Lovers\", \"asin\": \"B0DPCSGMY1\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Men's Compass Pendant Necklace Stainless Steel Navigator Forged for Male Jewelry\", \"asin\": \"B09YNCRJ6J\", \"price\": \"$15.59\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sacred Symbolism: Embrace Faith with Claddagh Gold Sterling Silver Cross Pendant - Choose Your Perfect Size (S-L)\", \"asin\": \"B07MJM6F51\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"COSUMOSU 1.41inch 925 Sterling Silver Cross Pendant Religious Gifts\", \"asin\": \"B0CCSVJPW4\", \"price\": \"$27.88\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Crucifix Cross Necklace 18K Gold Plated Cross Pendant with 3mm 22\\\" Rope Chain for Men Women\", \"asin\": \"B0C232HLXG\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"925 Sterling Silver Italian 5mm Diamond-Cut Figaro Link Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B07QGKQC65\", \"price\": \"$37.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Personalized Tungsten Carbide Solid Polished Dog Tag Pendant Necklace with Lab Grown Diamond - Custom Engravable, Durable and Stylish Jewelry with 24 Inch Chain\", \"asin\": \"B08XMSNM1K\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Initial Pendant Charm \\u2013 Personalized Alphabet Letter Jewelry in 0.80mm or 0.55mm Block Font\", \"asin\": \"B07H5TC3WM\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Compass Pendant Necklace for Men, Gold Silver Stainless Steel Mens Compass Necklaces, Stylish Jewelry Gift for Men Him Her\", \"asin\": \"B0CD3LBZ3C\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Compass Medallion Charm Pendant\", \"asin\": \"B071H83H9K\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Galis Mens Necklace - Premium Stainless Steel for Men, Non Tarnish with Triangle Black Enamel Pendant, Chain Pendants, Stylish - Gifts for Him 24\\\"\", \"asin\": \"B07QP9GPNF\", \"price\": \"$21.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Italian 925 Sterling Silver Solid 2mm Round Box Chain Necklace for Women Men, Made in Italy\", \"asin\": \"B0BSXJY659\", \"price\": \"$36.90\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Crucifix Necklace, Jesus Cross Necklace for Men, Christian Jewelry for Men Women, Protection Amulet Pendant\", \"asin\": \"B0DDBK84BH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bible Verse Necklaces for Men Women Stainless Steel/18K Gold Plated Prayer Hands Coin Medal Pendant Necklace Christan Jewlery Gift (22-26Inch)\", \"asin\": \"B07L2TBDYR\", \"price\": \"$21.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Men's Stainless Steel Engravable Dog Tag Pendant with Box Chain Necklace\", \"asin\": \"B0BHM9MCMK\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Custom Name Necklace Personalized 3D Engraved Bar 18K Gold Plated Customized Name Jewelry with Adjustable Chain Charm Birthday Gifts for Women Men\", \"asin\": \"B07HYXKHJS\", \"price\": \"$12.99\", \"delivery\": \"$4.99 delivery Apr 16 - 21\"},\n{\"title\": \"Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone\", \"asin\": \"B082BJFPDS\", \"price\": \"$24.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\\u201d Medal Pendant Necklace with Rolo Chain and Pendant only\", \"asin\": \"B074MJWN5J\", \"price\": \"$24.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)\", \"asin\": \"B0DM5J1SQW\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \\u2026\", \"asin\": \"B0B6FNBZ2V\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch\", \"asin\": \"B0DGTC6DJ9\", \"price\": \"$23.09\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift\", \"asin\": \"B0DRCYT26P\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday\", \"asin\": \"B0DRJSXW61\", \"price\": \"$19.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Made by Nami Pendant Necklace for Men 23\\\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)\", \"asin\": \"B08HM4XQX4\", \"price\": \"$10.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)\", \"asin\": \"B0D3Z28KNF\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\\u2019s Necklace Jewelry Length 22inch\", \"asin\": \"B09X1F3H11\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches\", \"asin\": \"B0BXNSLLHD\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch\", \"asin\": \"B0CMX9HXMP\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches\", \"asin\": \"B0DYYPB8RN\", \"price\": \"$34.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts\", \"asin\": \"B07JKJJWL3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Religious Pendant with 21\\\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant\", \"asin\": \"B0CGXLDM87\", \"price\": \"$44.95\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch\", \"asin\": \"B095JQ46X8\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex\", \"asin\": \"B081JBPL95\", \"price\": \"$8.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches\", \"asin\": \"B08866FL2R\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women\", \"asin\": \"B089H1QRSS\", \"price\": \"$21.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches\", \"asin\": \"B097CF7R4Y\", \"price\": \"$13.29\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch\", \"asin\": \"B0D8J9KRNT\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\\\"\", \"asin\": \"B0CL4MNQWM\", \"price\": \"$49.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men\", \"asin\": \"B0BJKJ8BDK\", \"price\": \"$40.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry\", \"asin\": \"B0DF62D2L9\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy\", \"asin\": \"B07SLLZ1CP\", \"price\": \"$47.90\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)\", \"asin\": \"B07MW4T4DV\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\\\"\", \"asin\": \"B07GZP99C6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas\", \"asin\": \"B0D28XZJWL\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace\", \"asin\": \"B01KQRXRAG\", \"price\": \"$89.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women\", \"asin\": \"B07QMQZTP6\", \"price\": \"$12.18\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\\\"-22\\\"\", \"asin\": \"B07H7BCGN1\", \"price\": \"$12.98\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain\", \"asin\": \"B0BJVDTY8C\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\\\" Chain with 2\\\" Extension & Lobster Clasp\", \"asin\": \"B077FWNFTM\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\\\" Chain\", \"asin\": \"B0713VHY2F\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch\", \"asin\": \"B00PAA18O2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches\", \"asin\": \"B0CCTMJ8C3\", \"price\": \"$26.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Mens Stainless Steel Cross Pendant Necklace with Wheat Chain\", \"asin\": \"B01N9NAQUM\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:48.790Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": 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"click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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21"}, {"title": "Stainless Steel Men's Engravable Dog Tag Pendant Box Chain Necklace with Cubic Zirconia Stone", "asin": "B082BJFPDS", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Saint Michael The Archangel White Cubic Zirconia Accented 1\u201d Medal Pendant Necklace with Rolo Chain and Pendant only", "asin": "B074MJWN5J", "price": "$24.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Solid 925 Sterling Silver Cross Necklace for Men Women, 2mm Diamond-Cut Sterling Silver Chain with Cross Pendant Beveled Edge for Men, Silver Crucifix Cross Necklace Jewelry 16-24 Inches (Cuban Link Curb Chain/Figaro Link Chain/Wheat Chain/Rolo Chain)", "asin": "B0DM5J1SQW", "price": "$57.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "12Pcs Stainless Steel Pendant Necklace for Men Cool Goth Necklace Funky Gothic Cross Dog Tag Yin Yang Triangle Pendant Chain Necklace Set Black & Silver Tone \u2026", "asin": "B0B6FNBZ2V", "price": "$15.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Italian 925 Sterling Silver Cross Necklace for Men, 18k Gold Over Sterling Silver Cross Necklace with World-class Craft 4mm Cuban Link Chain for Men Boys Women, Durable, Colorfast 16-26 Inch", "asin": "B0DGTC6DJ9", "price": "$23.09", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Initial A-Z Letter Pendant Necklace for Men 18K Gold Plated Capital Initial Necklace Cuban Link Chain 4mm 20 Inch Jewelry Gift", "asin": "B0DRCYT26P", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Easter Gifts 925 Sterling Silver Cross Necklace for Boys - Faith Cross Chain Necklaces for Kids Small Dainty Pendant Jewelry Gifts for Teenage, First Communion Baptism Birthday", "asin": "B0DRJSXW61", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Made by Nami Pendant Necklace for Men 23\" Gold & Silver Cuban Link Chain with Pendants for Men High-Quality Stainless Steel Necklace Premium Jewelry Gift for Him (Silver Compass)", "asin": "B08HM4XQX4", "price": "$10.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "6 Pcs Stackable Silver Chain Pendant Necklace for Men, Mens Stainless Steel Chain Necklace Jewelry Set (4 Silver Chains+1 Cross Pendant+1 Bar Pendant)", "asin": "B0D3Z28KNF", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Bar Pendant Necklace For Men Stainless Steel Box Chain Pendant Men\u2019s Necklace Jewelry Length 22inch", "asin": "B09X1F3H11", "price": "$12.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Necklace for Men Women with 3MM Stainless Steel Strong Durable Wheat Chain 18K White Gold Plated Crucifix Pendant Necklace Jewelry 16-30 Inches", "asin": "B0BXNSLLHD", "price": "$27.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Tone Wheat Chains for Men and Women, 2/2.5/3/4/5mm Stainless Steel Necklace Chain, Mens Necklace 16-28 Inch", "asin": "B0CMX9HXMP", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "925 Sterling Silver Cross Necklace Men - Oxidized Sterling Silver Cross Pendant with Stainless Steel Box Chain Vintage Unique Crucifix Necklaces Silver Jewelry for Mens Women 18-24 Inches", "asin": "B0DYYPB8RN", "price": "$34.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Cross Pendant for Men & Women - Cubic Zirconia Cross Pendants Silver Cross Jewelry - Catholic Faith Religious Christian Birthday Gifts", "asin": "B07JKJJWL3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Religious Pendant with 21\" Extendable Necklace Chain - Compass \| Saint Michael \| Saint Christopher Pendant", "asin": "B0CGXLDM87", "price": "$44.95", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "3.5mm Silver Tone/Black/14K Gold Plated Cuban Link Chains for Men, Stainless Steel Chain Necklace, Mens Necklaces 16, 18, 20, 22, 24, 26, 28 Inch", "asin": "B095JQ46X8", "price": "$18.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Kercisbeauty Silver Feather Pendant with Chain Necklace Long Necklace for Women Men Unisex", "asin": "B081JBPL95", "price": "$8.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Solid S925 Sterling Silver Cross Necklace for Men Women \| 2mm Durable Sterling Silver Cuban Link Curb Chain Cross Pendant Necklace \| Crucifix Cross Pendant Necklace Jewelry 16-24 Inches", "asin": "B08866FL2R", "price": "$42.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Mens Cross Pendant Necklace Large Stainless Steel Cross Pendant Necklace for Men Women", "asin": "B089H1QRSS", "price": "$21.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Serenity Prayer Necklace with Praying Hands Coin Pendant for Men Women Lords Prayer Bible Verse Courage Wisdom Stainless Steel 24 inches", "asin": "B097CF7R4Y", "price": "$13.29", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Cross Necklace for Men, Silver Tone Mens Cross Necklaces with 2.5mm Chain, Stainless Steel Wheat Chain, 16-24 Inch", "asin": "B0D8J9KRNT", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Three Nail Cross Necklace 925 Sterling Silver 3 Nail Cross Pendant Christian Jewelry Gifts for Men 22+2\"", "asin": "B0CL4MNQWM", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Patron Saint Necklace Sterling Silver Amulet Medal Pendant Religious Protector Jewelry Gifts for Women Men", "asin": "B0BJKJ8BDK", "price": "$40.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Mens Silver Compass Necklace Compass Pendant Necklace Celtic Knot Compass Necklace Jewelry", "asin": "B0DF62D2L9", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Solid 925 Sterling Silver Italian 2mm, 3mm Diamond-Cut Braided Rope Chain Necklace for Men Women Made in Italy", "asin": "B07SLLZ1CP", "price": "$47.90", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Coin Necklace Sterling Silver Vintage Round Circle Disc Dainty Coin Pendant Necklaces for Women (with Gift Box)", "asin": "B07MW4T4DV", "price": "$29.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men Crucifix Cross Pendant with Chain Baptism Christian Jewelry Stainless Steel/18K Gold Antique Jesus Necklace, Gift Packed,Length 22\"", "asin": "B07GZP99C6", "price": "$24.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Crucifix Pendant for Men, Catholic Jesus Cross Necklace for Women, 925 Sterling Silver Crucifix Necklace with Jesus Religious Gift for Easter Christmas", "asin": "B0D28XZJWL", "price": "$39.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Jewelry Mandalorian Cut Out 925 Sterling Silver Men's Pendant Necklace", "asin": "B01KQRXRAG", "price": "$89.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Silver Chain for Men - Stainless Steel Chains for Mens - Dog Tag Necklace for Pendant, 1-7mm 8-36inches Round Rolo Necklaces for Women", "asin": "B07QMQZTP6", "price": "$12.18", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Monogram Necklace A-Z 26 Letters Pendants 18K Gold/Platinum Plated Square Capital Initial Necklaces for Women Men, Resizable Chain 20\"-22\"", "asin": "B07H7BCGN1", "price": "$12.98", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "925 Sterling Silver Saint Religious Necklace for Men Women, Amulet Protect Us Medal Pendant Necklace Catholic Jewelry Gifts for Police Father Son,with Stainless Steel Chain", "asin": "B0BJVDTY8C", "price": "$49.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Baronyka Handmade Coin Pendant Necklace For Men, Silver Plated, Nautical Ship Boat Round Circle, 24\" Chain with 2\" Extension & Lobster Clasp", "asin": "B077FWNFTM", "price": "$21.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Men's Stainless Steel Cross Crucifix Bible Prayer Pendant Necklace 22+2\" Chain", "asin": "B0713VHY2F", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Cross Pendant Necklace Stainless Steel Gold Silver Byzantine Chain 22-30inch", "asin": "B00PAA18O2", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sterling Silver Cross Necklace for Men Women 18K Gold Plated Bible Verse Dainty Cross Necklace 2mm Stainless Steel Square Rolo Chain S925 Crucifix Pendant Necklace Faith Jewelry Present 16-26 Inches", "asin": "B0CCTMJ8C3", "price": "$26.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Mens Stainless Steel Cross Pendant Necklace with Wheat Chain", "asin": "B01N9NAQUM", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:48.790Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:11:48.790Z	click	search	rule	2025-04-08T01:11:48.790Z	click	search	train	231	2025-04-08T01:11:48.790Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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"action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n{\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n{\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n{\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\", \"asin\": \"B0BQCXC82N\"},\n{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\", \"asin\": \"B0BQ5RX2VQ\"},\n{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\", \"asin\": \"B0BQ5VPRBC\"}],\n\"search_results\": [{\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n{\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n{\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:55.067Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""}, {"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""}, {"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""}, {"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""}, {"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""}, {"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQCXC82N"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.", "asin": "B0BQ5RX2VQ"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQ5VPRBC"}], "search_results": [{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:55.067Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:11:55.067Z	click_product	B0CKPB8DNK	rule	2025-04-08T01:11:55.067Z	click_product	B0CKPB8DNK	train	232	2025-04-08T01:11:55.067Z	click_product	B0CKPB8DNK	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""}, {"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""}, {"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""}, {"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""}, {"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""}, {"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQCXC82N"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.", "asin": "B0BQ5RX2VQ"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQ5VPRBC"}], "search_results": [{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:55.067Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy\", \"asin\": \"B0BJD3FGRL\", \"price\": \"$10.07\", \"quantity\": \"\"},\n{\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"quantity\": \"\"},\n{\"title\": \"Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)\", \"asin\": \"B07ZG7CB7V\", \"price\": \"$28.95\", \"quantity\": \"\"},\n{\"title\": \"6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra\", \"asin\": \"B0CYH4HRJ6\", \"price\": \"$10.49\", \"quantity\": \"\"},\n{\"title\": \"Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2\", \"asin\": \"B0BR93H51V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B07T95GP3D\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2\", \"asin\": \"B0CJJ2XQC8\", \"price\": \"$17.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\", \"asin\": \"B0BQCXC82N\"},\n{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\", \"asin\": \"B0BQ5RX2VQ\"},\n{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.\", \"asin\": \"B0BQ5VPRBC\"}],\n\"search_results\": [{\"title\": \"BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2\", \"asin\": \"B08TPNB8PQ\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n{\"title\": \"BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps\", \"asin\": \"B0716SKHHD\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Apr 18 - 19\"},\n{\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen\", \"asin\": \"B0BJD28RS9\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE\", \"asin\": \"B0B6SC6N3D\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm\", \"asin\": \"B09Z1TSG3M\", \"price\": \"$12.97\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men\", \"asin\": \"B0CVF4DLNG\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE\", \"asin\": \"B0DLNPH88R\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray\", \"asin\": \"B08RB6JSJP\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)\", \"asin\": \"B08BZB4RSC\", \"price\": \"$9.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)\", \"asin\": \"B082FTWL8V\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:11:59.077Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""}, {"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""}, {"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""}, {"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""}, {"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""}, {"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQCXC82N"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.", "asin": "B0BQ5RX2VQ"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQ5VPRBC"}], "search_results": [{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:59.077Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:11:59.077Z	click	filter	rule	2025-04-08T01:11:59.077Z	click	filter	train	233	2025-04-08T01:11:59.077Z	click	filter	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "quantity": ""}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm Ultra 2 iWatch Series 9 8 7 6 SE 5 4 3 2 1 Strap, Fit for iPhone Watch Band Women Men Stretchy", "asin": "B0BJD3FGRL", "price": "$10.07", "quantity": ""}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "quantity": ""}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "quantity": ""}, {"title": "Savior Survival Gear Paracord Watch Band - Compatible with Apple Watch Band 49mm 45mm 44mm 42mm - iWatch Band Series Ultra 9 8 7 6 5 4 3 2 1 SE - Adjustable - Men & Women (Blue w/Silver HW, Large)", "asin": "B07ZG7CB7V", "price": "$28.95", "quantity": ""}, {"title": "6 Pack Sport Nylon Loop Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Breathable Braided Straps for iWatch Series 10/9/8/7/6/5/4/3/SE/Ultra", "asin": "B0CYH4HRJ6", "price": "$10.49", "quantity": ""}, {"title": "Braided Stretchy Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Nylon Elastic Straps Wristbands for iWatch Series 10 9 8 7 6 SE 5 4 3 2 Ultra Ultra 2", "asin": "B0BR93H51V", "price": "$13.99", "quantity": ""}, {"title": "WFEAGL Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women, Grain Leather Strap Slim Thin Wristband for iWatch Ultra SE SE2 Series 10 9 8 7 6 5 4 3 2 1", "asin": "B07T95GP3D", "price": "$16.99", "quantity": ""}, {"title": "Slim Silver Band Women Feminine Elegant Compatible with Apple Watch 42mm 44mm 45mm 46mm 49mm Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE/Ultra 1 2", "asin": "B0CJJ2XQC8", "price": "$17.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQCXC82N"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.", "asin": "B0BQ5RX2VQ"}, {"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Not eligible for Prime.", "asin": "B0BQ5VPRBC"}], "search_results": [{"title": "BARTON WATCH BANDS - Military Style Nylon Watch Bands Compatible with Apple Watch Models - 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, SE, Ultra & Ultra 2", "asin": "B08TPNB8PQ", "price": "$28.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "BARTON WATCH BANDS Adapters compaitble with All Apple Watch Models - Small (38mm & 40mm) or Large (42mm & 44mm) Case Sizes - Fit 22mm Watch Straps", "asin": "B0716SKHHD", "price": "$14.99", "delivery": "FREE delivery Apr 18 - 19"}, {"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Sport Loop Nylon Band Compatible with Apple Watch Band 38mm/40mm/41mm/42mm for Series 10 Ultra 2 iWatch Series 10-1 Strap, Fit for iPhone Watch Band Women Men Stretchy Elastic Braided,armygreen", "asin": "B0BJD28RS9", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Compatible with Apple Watch Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm, Solid Stainless Steel Metal Strap Replacement Watchband for Apple Watch Ultra2 Ultra iWatch Series 9 8 7 6 5 4 3 2 1 SE2 SE", "asin": "B0B6SC6N3D", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Tensea (2 in 1) for Waterproof Apple Watch Screen Protector Case Series 9 8 7 41mm Accessories, iWatch Protective PC Face Cover Built-in Tempered Glass Film, Front and Back Bumper for Women Men, 41 mm", "asin": "B09Z1TSG3M", "price": "$12.97", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MACHETE Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm with Stainless Steel Buckle Strap Acetate Resin iWatch Band for Ultra 2 1 Series 9/8/7/6/5/4/3/2/1/SE Women Men", "asin": "B0CVF4DLNG", "price": "$39.00", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Band and Bling Bumper Case Compatible with Apple Watch 40mm 38mm 41mm 42mm 44mm 45mm 46mm Women, Elastic Nylon Straps and Glitter Protective Frame for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE", "asin": "B0DLNPH88R", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "MioHHR Solid Stainless Steel Band Compatible with Apple Watch 44mm 42mm (Not Series 10), Metal Strap with Soft TPU Case for iWatch Series 6 5 4 3 2 1 SE Women and Men, Space Gray", "asin": "B08RB6JSJP", "price": "$19.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Nylon Band Compatible with Apple Watch Band 42mm 44mm 40mm 38mm, Lightweight Breathable Sport Wrist Strap with Metal Buckle Compatible with iwatch Series 6/5/4/3/2/1 (Gray, 42mm/44mm)", "asin": "B08BZB4RSC", "price": "$9.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "POWER PRIMACY Leather Bands Compatible with Apple Watch Band 38mm 40mm 41mm 42mm-Series 10,Genuine Leather Strap Compatible for Women Men iWatch SE Series 10 9 8 7 6 5 4 3 2 1(Gray/Silver)", "asin": "B082FTWL8V", "price": "$17.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:11:59.077Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"quantity\": \"\"},\n{\"title\": \"AMSKY 6 Pack Sport Nylon Loop Bands Compatible with Apple Watch Band 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm for Women Men,Stretchy Vel-Cro Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DP1VZYD4\", \"price\": \"$12.33\", \"quantity\": \"\"},\n{\"title\": \"DaQin 3 Pack Adjustable Elastic Band Compatible with Apple Watch Bands 41mm 40mm 38mm 45mm 46mm 44mm 42mm Women Men, Stretchy Soft Nylon Strap for Apple Watch SE iWatch Series 10/9/8/7/6/5/4/3/2/1\", \"asin\": \"B095W4RRWL\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Silicone Magnetic Adjustable Loop Strap for iWatch Ultra 2 Series 10 9 8 7 SE 6 5 4 (42/41/40/38, Gray Blue)\", \"asin\": \"B0CX48YHCK\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0B857HHFR\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Wearlizer Leather Band Compatible with Apple Watch Bands Women 41mm 40mm 38mm 49mm 46mm 45mm 44mm 42mm, Fancy Dressy Strap for iWatch Series 10 9 8 Ultra SE 7 6 5 4 3 2 1\", \"asin\": \"B0B4NYR26K\", \"price\": \"$16.97\", \"quantity\": \"\"},\n{\"title\": \"JR.DM Resin Stretchy White Tortoise Fancy Beaded Bracelet Light Watch Band Women Compatible with Apple Watch Band 38mm 40mm 41mm Strap Wristband for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CGLXL9N7\", \"price\": \"$15.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Bands Compatible with Apple Watch Ultra Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm,Men Women Soft Silicone Waterproof Strap for iWatch Series 8 7 6 5 4 3 2 SE Ultra (42/44/45/49mm, Orange yellow)\", \"asin\": \"B0C71FNHS3\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Slim Silver Band for Women Feminine Elegant Compatible with Apple Watch 38mm 40mm 41mm 42mm (S10) Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE\", \"asin\": \"B0CHRWKGBV\", \"price\": \"$16.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\\\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.\", \"asin\": \"B0BQ5RX2VQ\"}],\n\"search_results\": [{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MTS2LJ\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 13 - 16 for Prime members\"},\n{\"title\": \"AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)\", \"asin\": \"B08TCB32XQ\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap\", \"asin\": \"B0CKPB8DNK\", \"price\": \"$7.19\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)\", \"asin\": \"B098QB6FDG\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K39ZYQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE\", \"asin\": \"B0B7JM3SLZ\", \"price\": \"$15.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCWB3KR\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0D972C5QK\", \"price\": \"$5.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2\", \"asin\": \"B0CLDF2L63\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray\", \"asin\": \"B0D6RMS3PK\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se\", \"asin\": \"B0DNZJWHF6\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B0DCFSJQ2Q\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Archer Watch Straps - Canvas Straps for Apple Watch\", \"asin\": \"B082MSF4CB\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2\", \"asin\": \"B0CR9PK1PR\", \"price\": \"$2.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray\", \"asin\": \"B08ZSHTCTJ\", \"price\": \"$8.54\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue\", \"asin\": \"B098F7CB8C\", \"price\": \"$10.07\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"},\n{\"title\": \"Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra\", \"asin\": \"B0CWD9V2NG\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Adjustable Elastic Nylon for iWatch Series 10 9 8 7 6 5 4 3 2 Se Ultra Ultra 2\", \"asin\": \"B096SB6GVV\", \"price\": \"$8.54\", \"delivery\": \"FREE delivery Thu, Apr 10\"},\n{\"title\": \"Nylon Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Adjustable Replacement Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra 2/1\", \"asin\": \"B0DB5FD71J\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Wed, Apr 9\"},\n{\"title\": \"Arae Magnetic Stretchy Watch Band Compatible for Apple Watch Band 49mm 45mm 44mm 42mm, Comfortable Adjustable Straps Wristbands for iWatch Series 9 8 7 6 5 4 SE 3 2 1 Ultra Women Men,Space Gray\", \"asin\": \"B0CZDRX9GQ\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:05.683Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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"action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:12:05.683Z	click_product	B09ZP9W14Q	rule	2025-04-08T01:12:05.683Z	click_product	B09ZP9W14Q	train	234	2025-04-08T01:12:05.683Z	click_product	B09ZP9W14Q	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCWB3KR", "price": "$9.99", "quantity": ""}, {"title": "Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue", "asin": "B098F7CB8C", "price": "$10.07", "quantity": ""}, {"title": "AMSKY 6 Pack Sport Nylon Loop Bands Compatible with Apple Watch Band 40mm 41mm 38mm 42mm 44mm 45mm 46mm 49mm for Women Men,Stretchy Vel-Cro Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DP1VZYD4", "price": "$12.33", "quantity": ""}, {"title": "DaQin 3 Pack Adjustable Elastic Band Compatible with Apple Watch Bands 41mm 40mm 38mm 45mm 46mm 44mm 42mm Women Men, Stretchy Soft Nylon Strap for Apple Watch SE iWatch Series 10/9/8/7/6/5/4/3/2/1", "asin": "B095W4RRWL", "price": "$12.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Silicone Magnetic Adjustable Loop Strap for iWatch Ultra 2 Series 10 9 8 7 SE 6 5 4 (42/41/40/38, Gray Blue)", "asin": "B0CX48YHCK", "price": "$19.99", "quantity": ""}, {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0B857HHFR", "price": "$9.99", "quantity": ""}, {"title": "Wearlizer Leather Band Compatible with Apple Watch Bands Women 41mm 40mm 38mm 49mm 46mm 45mm 44mm 42mm, Fancy Dressy Strap for iWatch Series 10 9 8 Ultra SE 7 6 5 4 3 2 1", "asin": "B0B4NYR26K", "price": "$16.97", "quantity": ""}, {"title": "JR.DM Resin Stretchy White Tortoise Fancy Beaded Bracelet Light Watch Band Women Compatible with Apple Watch Band 38mm 40mm 41mm Strap Wristband for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE", "asin": "B0CGLXL9N7", "price": "$15.99", "quantity": ""}, {"title": "Sport Bands Compatible with Apple Watch Ultra Band 49mm 45mm 44mm 42mm 41mm 40mm 38mm,Men Women Soft Silicone Waterproof Strap for iWatch Series 8 7 6 5 4 3 2 SE Ultra (42/44/45/49mm, Orange yellow)", "asin": "B0C71FNHS3", "price": "$9.99", "quantity": ""}, {"title": "Slim Silver Band for Women Feminine Elegant Compatible with Apple Watch 38mm 40mm 41mm 42mm (S10) Adjustable Metal Strap Dressy Chain Bracelet for iWatch Series 10/9/8/7/6/5/4/3/2/1/SE", "asin": "B0CHRWKGBV", "price": "$16.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Archer Watch Straps - Top Grain Leather Watch Bands for Apple Watch.\" Rated 4.3 out of 5 stars by 298 reviews. Eligible for Prime.", "asin": "B0BQ5RX2VQ"}], "search_results": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MTS2LJ", "price": "$29.99", "delivery": "FREE delivery Apr 13 - 16 for Prime members"}, {"title": "AMANECER Stretchy Nylon Watch Bands Compatible with Apple Watch Series 9/8/7/6/5/4/3 SE 2/1, Adjustable Braided Elastic Sport Loop Rugged Straps for iWatch Women Men (Storm Gray, 38/40/41MM)", "asin": "B08TCB32XQ", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Braided Band Compatible with Apple Watch Series 10 9 8 7 46mm 45mm 41mm Ultra 2 49mm Series 6 5 SE 44mm 40mm Series 4 3 2 1 38mm 42mm Men iWatch Bands Women Stretchy Nylon Solo Loop Sport Strap", "asin": "B0CKPB8DNK", "price": "$7.19", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "SICCIDEN Slim Stretchy Bands Compatible with Apple Watch Band 42mm 41mm 40mm 38mm, Women Elastics Nylon Thin Strap for iWatch SE2 SE Series 10 9 8 7 6 5 4 3 2 1 (Light Gray/Silver)", "asin": "B098QB6FDG", "price": "$10.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K39ZYQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "4 Pack Stretchy Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Sport Nylon Elastic Straps Braided Wristbands for iWatch Series 10 9 8 7 6 5 4 3 Ultra SE", "asin": "B0B7JM3SLZ", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCWB3KR", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Stretchy Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men, Adjustable Nylon Solo Loop Elastic Straps for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0D972C5QK", "price": "$5.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Zedoli Braided Solo Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men,Stretchy Nylon Sport Elastic Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra/Ultra 2", "asin": "B0CLDF2L63", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Getino Nylon Band Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 46mm 44mm 45mm 49mm Women Men, Breathable Soft Weave Stretchy Sport Strap for iWatch Series 10 9 8 7 6 5 4 3 SE Ultra 2 1, Gray", "asin": "B0D6RMS3PK", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Braided Solo Loop Elastic Nylon Sports Band Compatible with Apple Watch Bands 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Parachute Buckle Strap for iWatch Series Ultra 2 Ultra 10 9 8 7 6 5 4 3 2 1 se", "asin": "B0DNZJWHF6", "price": "$14.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "DaQin Nylon Sport Loop Compatible with Apple Watch Band 40mm 38mm 41mm 42mm 44mm 45mm 46mm 49mm, Soft Breathable Braided Wristbands for iWatch Band for Women Men Series 10 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B0DCFSJQ2Q", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Archer Watch Straps - Canvas Straps for Apple Watch", "asin": "B082MSF4CB", "price": "$29.99", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Hamile Braided Solo Loop Compatible with Apple Watch Bands 40mm 41mm 38mm 42mm 44mm 45mm 49mm for Women Men, Stretchy Soft Nylon Adjustable Sport Strap for iWatch Bands Series 9 8 7 6 5 4 3 SE Ultra 2", "asin": "B0CR9PK1PR", "price": "$2.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Solo Loop Strap Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm,Soft Nylon Elastic Strap Wristband for iWatch series 10 9 8 7 6 5 4 3 2 1 se Ultra Twill Weave-Light Gray", "asin": "B08ZSHTCTJ", "price": "$8.54", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 42mm 44mm iWatch Series 6 5 SE 4 3 2 1 Strap, Nylon Velcro Women Men Stretchy Elastic Braided Adjustable Wristband, 38mm 40mm Cape Cod Blue", "asin": "B098F7CB8C", "price": "$10.07", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}, {"title": "Stretchy Sport Band Compatible with Apple Watch 46mm 45mm 44mm 42mm 49mm 41mm 40mm 38mm for Men Women, Elastic Solo Loop Nylon Strap Compatible for iWatch Series SE 10 9 8 7 6 5 4 3 2 Ultra", "asin": "B0CWD9V2NG", "price": "$7.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Stretchy Braided Solo Loop Compatible for Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Adjustable Elastic Nylon for iWatch Series 10 9 8 7 6 5 4 3 2 Se Ultra Ultra 2", "asin": "B096SB6GVV", "price": "$8.54", "delivery": "FREE delivery Thu, Apr 10"}, {"title": "Nylon Sport Loop Band Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Soft Adjustable Replacement Strap for iWatch Series 10 9 8 7 6 5 4 3 2 1 SE Ultra 2/1", "asin": "B0DB5FD71J", "price": "$9.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"}, {"title": "Arae Magnetic Stretchy Watch Band Compatible for Apple Watch Band 49mm 45mm 44mm 42mm, Comfortable Adjustable Straps Wristbands for iWatch Series 9 8 7 6 5 4 SE 3 2 1 Ultra Women Men,Space Gray", "asin": "B0CZDRX9GQ", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:12:05.683Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B09ZP9W14Q\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"},\n{\"price\": \"$9.99\"},\n{\"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"},\n{\"Size\": \"Series10 42mm/41mm/40mm/38mm\"}],\n\"promotion_items\": [{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n{\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n{\"title\": \"WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men\", \"asin\": \"B0B1LYSB67\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n{\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n{\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n{\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n{\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:12:14.918Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 42mm/41mm/40mm/38mm"}], "promotion_items": [{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B1LYSB67", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:12:14.918Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:12:14.918Z	click	product_option	rule	2025-04-08T01:12:14.918Z	click	product_option	train	235	2025-04-08T01:12:14.918Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 42mm/41mm/40mm/38mm"}], "promotion_items": [{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "WANLISS Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm for Women Men, Magnetic Stainless Steel for iWatch Se Ultra Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Sport Band Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm, Soft Silicone Wristband Strap with Classic Clasp for iWatch Series 10 9 Ultra SE 8 7 6 5 4 3 2 1 for Women Men", "asin": "B0B1LYSB67", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:12:14.918Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B09ZP8FB8F\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\"},\n{\"price\": \"$10.99\"},\n{\"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"},\n{\"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"}],\n\"promotion_items\": [{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B095C9G5DS\", \"price\": \"$9.98\", \"quantity\": \"\"},\n{\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\", \"quantity\": \"\"},\n{\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n{\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1\", \"asin\": \"B0BXCV38FZ\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black\", \"asin\": \"B07F1RRQXQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)\", \"asin\": \"B0C1PZ281T\", \"price\": \"$12.39\", \"quantity\": \"\"},\n{\"title\": \"Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)\", \"asin\": \"B0B77H459X\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...\", \"asin\": \"B0D2H67XGX\", \"price\": \"$4.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black\", \"asin\": \"B09ZP8FB8F\", \"price\": \"$10.99\"},\n{\"title\": \"BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch\", \"asin\": \"B0CPDFX35C\", \"price\": \"$10.85\"},\n{\"title\": \"Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0CHVRX6QG\", \"price\": \"$14.99\"},\n{\"title\": \"OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0DQDFXB88\", \"price\": \"$12.74\"},\n{\"title\": \"SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\\uff0810 Series)\", \"asin\": \"B0DGKWYJBQ\", \"price\": \"$16.99\"},\n{\"title\": \"Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra\", \"asin\": \"B09C7ZV6JN\", \"price\": \"$10.91\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:12.521Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP8FB8F"}, {"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black"}, {"price": "$10.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B095C9G5DS", "price": "$9.98", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""}, {"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""}, {"title": "SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)", "asin": "B0C1PZ281T", "price": "$12.39", "quantity": ""}, {"title": "Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)", "asin": "B0B77H459X", "price": "$18.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black", "asin": "B09ZP8FB8F", "price": "$10.99"}, {"title": "BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch", "asin": "B0CPDFX35C", "price": "$10.85"}, {"title": "Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0CHVRX6QG", "price": "$14.99"}, {"title": "OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1", "asin": "B0DQDFXB88", "price": "$12.74"}, {"title": "SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\uff0810 Series)", "asin": "B0DGKWYJBQ", "price": "$16.99"}, {"title": "Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra", "asin": "B09C7ZV6JN", "price": "$10.91"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:12.521Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:13:12.521Z	click	product_option	rule	2025-04-08T01:13:12.521Z	click	product_option	train	236	2025-04-08T01:13:12.521Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP8FB8F"}, {"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black"}, {"price": "$10.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch band 42mm(2024 series 10),41mm 40mm 38mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2, series 1. Fits 5.90-7.2 inch wrist (150mm-180mm). \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B095C9G5DS", "price": "$9.98", "quantity": ""}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Qimela Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm for Women Men,Sport Solo Loop Strap Stretchy Nylon Braided Wristband for iWatch Series 10 9 8 7 6 SE 5 4 3 Ultra 2 1", "asin": "B0BXCV38FZ", "price": "$9.99", "quantity": ""}, {"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""}, {"title": "SUNFWR Compatible with Apple Watch Band 45mm 44mm 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 9/8/7/6/5/4/3/2/1/SE/SE2(Black, 42mm 44mm 45mm)", "asin": "B0C1PZ281T", "price": "$12.39", "quantity": ""}, {"title": "Anlinser Magnetic Bands Compatible with Apple Watch Band 49/46/45 44/42/41/40/38mm, Women Men Double Side Reversible Strap for iWatch Ultra 2 Series 10/9/8/7-1 SE (42/41/40/38, Black/Gray)", "asin": "B0B77H459X", "price": "$18.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Sport Loop Band Compatible with Apple Watch Bands for Men 44mm 46mm 45mm 49mm 42mm ...", "asin": "B0D2H67XGX", "price": "$4.99", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 38mm 40mm 41mm 42mm(Series 10),Stainless Steel Mesh Loop Magnetic Clasp Bands for iWatch Series SE 9 8 7 6 5 4 Women Men-42/41/40/38mm Black", "asin": "B09ZP8FB8F", "price": "$10.99"}, {"title": "BELONGME 3 Pack Mesh Loop Compatible with Apple Watch Bands for Women Men 40mm 41mm 38mm 42mm 44mm 45mm 49mm 46mm Series 10 9 8 7 6 5 4 3 2 1 Ultra SE, Stainless Steel Metal Magnetic Strap for iWatch", "asin": "B0CPDFX35C", "price": "$10.85"}, {"title": "Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 49mm 46mm men and women, Mesh Loop Magnetic Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0CHVRX6QG", "price": "$14.99"}, {"title": "OULUOQI Stainless Steel Mesh Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women Men, Magnetic Clasp Replacement Strap for iwatch Series Ultra SE 10 9 8 7 6 5 4 3 2 1", "asin": "B0DQDFXB88", "price": "$12.74"}, {"title": "SUNFWR Compatible with Apple Watch Band 42mm for Men Women, Stainless Steel Metal iWatch Band with Case for Apple Watch Series 10 (Black, 42mm\uff0810 Series)", "asin": "B0DGKWYJBQ", "price": "$16.99"}, {"title": "Sunnywoo Milanese Mesh Loop Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Series 10 9 8 7 6 SE 5 4 3 2 1 Ultra", "asin": "B09C7ZV6JN", "price": "$10.91"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:12.521Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B09ZP9W14Q\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"},\n{\"price\": \"$9.99\"},\n{\"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black\"},\n{\"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"}],\n\"promotion_items\": [{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n{\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n{\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n{\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n{\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n{\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n{\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:22.813Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:22.813Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:13:22.813Z	click	product_option	rule	2025-04-08T01:13:22.813Z	click	product_option	train	237	2025-04-08T01:13:22.813Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:22.813Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B09ZP9W14Q\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\"},\n{\"price\": \"$9.99\"},\n{\"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Space Grey\"},\n{\"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"}],\n\"promotion_items\": [{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"},\n{\"title\": \"Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor\", \"asin\": \"B0DMNTM7VS\", \"price\": \"$6.38\", \"quantity\": \"\"},\n{\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"},\n{\"title\": \"CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex\", \"asin\": \"B0CY58116N\", \"price\": \"$16.77\", \"quantity\": \"\"},\n{\"title\": \"Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...\", \"asin\": \"B0DSBBZMD8\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...\", \"asin\": \"B0D3X583MY\", \"price\": \"$21.99\", \"quantity\": \"\"},\n{\"title\": \"Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1\", \"asin\": \"B096RY7KTN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1\", \"asin\": \"B0DFQ7FC5X\", \"price\": \"$15.29\", \"quantity\": \"\"},\n{\"title\": \"Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men\", \"asin\": \"B095K58Z9Y\", \"price\": \"$6.23\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1\", \"asin\": \"B0BXDDWJT7\", \"price\": \"$12.98\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black\", \"asin\": \"B09ZP9W14Q\", \"price\": \"$9.99\"},\n{\"title\": \"TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm\", \"asin\": \"B08QHLG36R\", \"price\": \"$15.99\"},\n{\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\"},\n{\"title\": \"Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black\", \"asin\": \"B0CZ92TGJK\", \"price\": \"$12.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:13:28.877Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Space Grey"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:28.877Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:13:28.877Z	click	product_option	rule	2025-04-08T01:13:28.877Z	click	product_option	train	238	2025-04-08T01:13:28.877Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZP9W14Q"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black"}, {"price": "$9.99"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Space Grey"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}, {"title": "Nylon Loop Sport Band Compatible with Apple Watch Bands for Women Men 40mm 44mm 45mm 46mm 49mm 38mm 42mm, iWatch Wrist Straps for Ultra 2, SE, Series 10 9 8 7, Breathable, Soft Band Ideal for Outdoor", "asin": "B0DMNTM7VS", "price": "$6.38", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}, {"title": "CALYX Magnetic Apple Watch Band, Compatible with Full-Size iWatch, Suitable for Apple Watch Ultra 2 SE Series 10 9 8 7 6 5 4 3 Band - Unisex", "asin": "B0CY58116N", "price": "$16.77", "quantity": ""}, {"title": "Original Metal Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 4...", "asin": "B0DSBBZMD8", "price": "$9.99", "quantity": ""}, {"title": "Compatible with Apple Watch Band 49 46 45 44 42 41 40 38mm, Double Sided Wearable S...", "asin": "B0D3X583MY", "price": "$21.99", "quantity": ""}, {"title": "Adorve Stretchy Band Compatible with Apple Watch Band Ultra 2 49mm 46mm 45mm 44mm 42mm 38mm 40mm 41mm Men Women, Soft Nylon Elastic Braided Strap for iWatch Bands Series 10/SE/9/8/7/6/5/4/3/2/1", "asin": "B096RY7KTN", "price": "$9.99", "quantity": ""}, {"title": "SNBLK Magnetic Watchband Compatible with Apple Watch for Men 44mm 45mm 46mm 49mm 42mm 41mm 40mm 38mm Women, Silicone Sport Strong Magnet Strap for iWatch Series 10 9 ULTRA 2 SE 8 7 6 5 4 3 1", "asin": "B0DFQ7FC5X", "price": "$15.29", "quantity": ""}, {"title": "Lerobo Nylon Stretchy Solo Loop Watch Band, Compatible with Apple Watch Series 1-10, SE, Ultra 38/40/41/42/44/45mm/46mm/49mm, Adjustable Replacement Strap for Women Men", "asin": "B095K58Z9Y", "price": "$6.23", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "SUNFWR Leather Bands Compatible with Apple Watch Band 42mm 44mm 45mm 46mm 49mm for Men Women, Top Grain Genuine Leather Replacement Strap for iWatch Ultra2 Ultra SE2 SE Series 10 9 8 7 6 5 4 3 2 1", "asin": "B0BXDDWJT7", "price": "$12.98", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 10 9 8 SE 7 6 5 4 3 2 1Women Men -49/46/45/44mm Black", "asin": "B09ZP9W14Q", "price": "$9.99"}, {"title": "TRUMiRR Black Band for Apple Watch 10 46mm /44mm 45mm 49mm Men Women, Mesh Stainless Steel Watchband Replacement Strap for iWatch Apple Watch SE Ultra 2 Series 10 9 8 7 6 5 4 44mm 45mm 49mm", "asin": "B08QHLG36R", "price": "$15.99"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99"}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99"}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99"}, {"title": "Astorgos Stainless Steel Mesh Loop Compatible with Apple Watch Band Ultra/Ultra2 49mm/Series 9/8/7/6/5/4/3/2/1/SE 42/44/45mm,Dual Magnetic Clasp Wristband Metal Magnetic Strap for Women Men, Black", "asin": "B0CZ92TGJK", "price": "$12.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:13:28.877Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-04T20:26:53.926Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-04T20:26:58.145Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:26:59.924Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-04T20:27:36.533Z\", \"action\": \"click_product\", \"action_argument\": \"B083MW6QVX\"}\n{\"timestamp\": \"2025-04-05T19:02:57.880Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:02:57.917Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-05T19:03:21.354Z\", \"action\": \"purchase\", \"action_argument\": \"B0D8LBCHGN\"}\n{\"timestamp\": \"2025-04-06T21:26:50.441Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:30:03.683Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-06T21:30:08.178Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:25.457Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-06T21:31:42.805Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-06T21:31:55.637Z\", \"action\": \"click_product\", \"action_argument\": \"B09XS7JWHH\"}\n{\"timestamp\": \"2025-04-07T00:42:23.928Z\", \"action\": \"input\", \"action_argument\": \"meebook\"}\n{\"timestamp\": \"2025-04-07T00:42:24.171Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T00:42:59.089Z\", \"action\": \"click_product\", \"action_argument\": \"B0DWS9K4WW\"}\n{\"timestamp\": \"2025-04-07T00:46:03.300Z\", \"action\": \"click_product\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T00:47:16.379Z\", \"action\": \"purchase\", \"action_argument\": \"B0CDBYFH81\"}\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$89.99\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.74\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$57.50\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B09ZPB85JC\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey\"},\n{\"price\": \"$11.89\"},\n{\"bullet_list\": \"\\u3010Compatible Model & Fit Wrist Size\\u3011\\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \\u3010Material & Design\\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \\u3010Strong magnetic & Breathable\\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \\u3010Great Gift for Men & Women\\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \\u3010What You Get & 24-Hours Online Service \\u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Space Grey\"},\n{\"Size\": \"Series10 46mm/Ultra2 49mm/45mm/44mm\"}],\n\"promotion_items\": [{\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black\", \"asin\": \"B0DM1P3DXC\", \"price\": \"$14.39\", \"quantity\": \"\"},\n{\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DJX9W3BD\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...\", \"asin\": \"B0DRGN5N3Y\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B0D3BFPH42\", \"price\": \"$9.98\", \"quantity\": \"\"},\n{\"title\": \"Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black\", \"asin\": \"B07F1RRQXQ\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men\", \"asin\": \"B0CB5TXHMW\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...\", \"asin\": \"B0D3BFPH42\", \"price\": \"$9.98\", \"quantity\": \"\"},\n{\"title\": \"UUPWPOKT Compatible with Apple Watch Ultra 2/1 Band 49mm 46mm 45mm 44mm 42mm Men, Genuine Leather Band Strap for iWatch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium\", \"asin\": \"B0CBRMS94Y\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3\", \"asin\": \"B0DHGNX8C2\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands\", \"asin\": \"B09V5N5SPY\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra\", \"asin\": \"B09ZXHS6FZ\", \"price\": \"$7.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey\", \"asin\": \"B09ZPB85JC\", \"price\": \"$11.89\"},\n{\"title\": \"CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNFB19CK\", \"price\": \"$14.99\"},\n{\"title\": \"EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight\", \"asin\": \"B0C68Q6HK2\", \"price\": \"$11.89\"},\n{\"title\": \"TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women\", \"asin\": \"B0CJLBXL8P\", \"price\": \"$7.97\"},\n{\"title\": \"Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1\", \"asin\": \"B0DNJFKNLG\", \"price\": \"$7.98\"},\n{\"title\": \"MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most \| for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2\", \"asin\": \"B0D4TDQBX8\", \"price\": \"$39.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-08T01:14:53.912Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZPB85JC"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey"}, {"price": "$11.89"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Space Grey"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black", "asin": "B0DM1P3DXC", "price": "$14.39", "quantity": ""}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99", "quantity": ""}, {"title": "Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...", "asin": "B0DRGN5N3Y", "price": "$19.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""}, {"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""}, {"title": "UUPWPOKT Compatible with Apple Watch Ultra 2/1 Band 49mm 46mm 45mm 44mm 42mm Men, Genuine Leather Band Strap for iWatch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium", "asin": "B0CBRMS94Y", "price": "$11.99", "quantity": ""}, {"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNFB19CK", "price": "$14.99"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight", "asin": "B0C68Q6HK2", "price": "$11.89"}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97"}, {"title": "Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNJFKNLG", "price": "$7.98"}, {"title": "MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most \| for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2", "asin": "B0D4TDQBX8", "price": "$39.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:14:53.912Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-08T01:14:53.912Z	purchase	B09ZPB85JC	rule	2025-04-08T01:14:53.912Z	purchase	B09ZPB85JC	train	239	2025-04-08T01:14:53.912Z	purchase	B09ZPB85JC	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-04T20:26:53.926Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-04T20:26:58.145Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:26:59.924Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-04T20:27:36.533Z", "action": "click_product", "action_argument": "B083MW6QVX"} {"timestamp": "2025-04-05T19:02:57.880Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:02:57.917Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-05T19:03:21.354Z", "action": "purchase", "action_argument": "B0D8LBCHGN"} {"timestamp": "2025-04-06T21:26:50.441Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:30:03.683Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-06T21:30:08.178Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:25.457Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-06T21:31:42.805Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-06T21:31:55.637Z", "action": "click_product", "action_argument": "B09XS7JWHH"} {"timestamp": "2025-04-07T00:42:23.928Z", "action": "input", "action_argument": "meebook"} {"timestamp": "2025-04-07T00:42:24.171Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T00:42:59.089Z", "action": "click_product", "action_argument": "B0DWS9K4WW"} {"timestamp": "2025-04-07T00:46:03.300Z", "action": "click_product", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T00:47:16.379Z", "action": "purchase", "action_argument": "B0CDBYFH81"} {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "apple watch \u8868\u5e26 silver Gray nylon"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$89.99", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.74", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$57.50", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B09ZPB85JC"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey"}, {"price": "$11.89"}, {"bullet_list": "\u3010Compatible Model & Fit Wrist Size\u3011\uff1aEpuly magnetic clasp stainless steel mesh Loop fully compatible with apple watch 46mm(2024 series 10), ultra 2 band 49mm 45mm 44mm series 9, series 8, series 7, series SE, series 6, series 5, series 4, series 3, series 2. Fits 6.10-7.3 inch wrist (155mm-185mm) \u3010Material & Design\u3011:EPULY iWatch strap woven of high quality stainless steel, classy and stylish, the smooth mesh loop fluidly around your wrist , and because it`s fully magnetic, the band is adjustable, ensuring a perfect fit \u3010Strong magnetic & Breathable\u3011:Strong magnetic clasp for closure to avoid the stainless steel mesh band from falling off and being loose,and the mesh loop breathable and comfortable, sweat-proof and no rash.[NOTICE:Please buy with caution if you have frequent contact with metal in your life,the magnet clasp will attract other metals \u3010Great Gift for Men & Women\u3011:The Watch band is suitable for daily use, holiday parties, also concerts and very proper to be used as gifts for Wedding, birthday, Valentines' day, Mothers' day, father' day, Christmas, Thanksgiving Day etc \u3010What You Get & 24-Hours Online Service \u3011:1* iWatch band. Any problem with our iWatch bands, please contact us at the first time,we are glad to service for you within 24h"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Space Grey"}, {"Size": "Series10 46mm/Ultra2 49mm/45mm/44mm"}], "promotion_items": [{"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Original Milanese metal band Compatible with Apple Watch Bands 42mm 44mm 45mm 46mm 49mm 38mm 40mm 41mm for Men Women, Stainless Steel Mesh strap for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3 2 1 Black", "asin": "B0DM1P3DXC", "price": "$14.39", "quantity": ""}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DJX9W3BD", "price": "$9.99", "quantity": ""}, {"title": "Nylon Watch Band for Apple Watch Ultra 2 Band 49mm 46mm 45mm 44mm 42mm, Adjustable ...", "asin": "B0DRGN5N3Y", "price": "$19.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""}, {"title": "Fullmosa Compatible Apple Watch Bands 49mm 45mm 46mm 44mm 42mm 41mm 40mm 38mm, Metal iWatch Band with Case for Apple Watch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, 42mm 44mm 45mm Black", "asin": "B07F1RRQXQ", "price": "$16.99", "quantity": ""}, {"title": "Original Stainless Steel Milanese Loop Compatible with Apple Watch Band 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm, Magnetic Clasp Band for iWatch Series 10, 9,SE, 8 7 6 5 4 3 2 1,Ultra, Women & Men", "asin": "B0CB5TXHMW", "price": "$13.99", "quantity": ""}, {"title": "Double Magnetic Compatible for Apple Watch Band Ultra 2,SE, Stainless Steel Strap M...", "asin": "B0D3BFPH42", "price": "$9.98", "quantity": ""}, {"title": "UUPWPOKT Compatible with Apple Watch Ultra 2/1 Band 49mm 46mm 45mm 44mm 42mm Men, Genuine Leather Band Strap for iWatch Ultra Series 10 9 8 7 6 5 4 3 2 1 SE, Retro Brown/Titanium", "asin": "B0CBRMS94Y", "price": "$11.99", "quantity": ""}, {"title": "Milanese Mesh Loop Compatible with Apple Watch Bands 49mm 46mm 45mm 44mm 42mm for Men Women, Stainless Steel Mesh Loop with Parachute-style Buckle for iWatch Ultra 2 Series 10 9 8 7 6 SE 5 4 3", "asin": "B0DHGNX8C2", "price": "$33.99", "quantity": ""}, {"title": "Marge Plus Compatible with Apple Watch Band Series 10, Ultra 2, SE, Ultra 9 8 7 6 5 4 38mm 40mm 41mm 42mm 44mm 45mm 46mm 49mm Women and Men, Stainless Steel Mesh Loop Magnetic Clasp Replacement for iWatch Bands", "asin": "B09V5N5SPY", "price": "$9.99", "quantity": ""}, {"title": "Zedoli Metal Band Compatible with Apple Watch Band 40mm 38mm 41mm 45mm 44mm 42mm 49mm for Women Men, Stainless Steel Milanese Mesh Loop Magnetic Wristbands for iWatch Series 9 8 7 6 5 4 3 2 1 SE Ultra", "asin": "B09ZXHS6FZ", "price": "$7.99", "quantity": ""}], "comparison_items": [{"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Space Grey", "asin": "B09ZPB85JC", "price": "$11.89"}, {"title": "CTYBB Milanese Mesh Loop Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm Men Women, Stainless Steel Wider Metal Strap Magnetic Clasp for iWatch Series Ultra 2/Ultra 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNFB19CK", "price": "$14.99"}, {"title": "EPULY Compatible with Apple Watch Band 44mm 45mm 46mm(Series 10) 49mm,Stainless Steel Mesh Loop Magnetic Clasp for iWatch Ultra Series 9 8 SE 7 6 5 4 Women Men -49/46/45/44mm Midnight", "asin": "B0C68Q6HK2", "price": "$11.89"}, {"title": "TRA Stainless Steel Metal Compatible with Apple Watch Band 38mm 42mm 40mm 44mm 41mm 45mm 46mm 49mm, Mesh Magnetic Clasp Loop Strap Wristband for iWatch Ultra Series 10/9/8/SE/7/6/5/4/3/2/1 Men Women", "asin": "B0CJLBXL8P", "price": "$7.97"}, {"title": "Magnetic Mesh Metal Compatible with Apple Watch Band 49mm 46mm 45mm 44mm 42mm 41mm 40mm 38mm Men and Women, Stainless Steel Loop Clasp Replacement for iWatch Bands Ultra Series 10 9 8 7 SE 6 5 4 3 2 1", "asin": "B0DNJFKNLG", "price": "$7.98"}, {"title": "MAGEASY Milanese Band for Apple Watch Series 10 - Magnetic iWatch Bands for Women, Strong Magnets & Comfortable, One Size Fit Most \| for 44mm 45mm 46mm 49mm Apple Watch 1-7/8/9/10/SE/SE2/Ultra/Ultra2", "asin": "B0D4TDQBX8", "price": "$39.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-08T01:14:53.912Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:02.204Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:02.204Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T02:38:02.204Z	click	nav_bar	rule	2025-04-11T02:38:02.204Z	click	nav_bar	train	240	2025-04-11T02:38:02.204Z	click	nav_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:02.204Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n{\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n{\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n{\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.80\", \"quantity\": \"\"},\n{\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00SK71SAG\", \"price\": \"$9.74\", \"quantity\": \"\"},\n{\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple\", \"asin\": \"B0BX9LG11R\", \"price\": \"$159.00\", \"quantity\": \"\"},\n{\"title\": \"HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu\", \"asin\": \"B0C676RJNV\", \"price\": \"$299.95\", \"quantity\": \"\"},\n{\"title\": \"Meebook Colour E-Reader M6C \| 6\\u201d Color E Ink Kaleido\\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White\", \"asin\": \"B0D6YL9X35\", \"price\": \"$189.00\", \"quantity\": \"\"},\n{\"title\": \"PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors\", \"asin\": \"B09CLQJSCY\", \"price\": \"$269.00\", \"quantity\": \"\"},\n{\"title\": \"PocketBook Verse Pro Color \| Super Thin and Compact 6\\\" e-Reader \| Color Screen E Ink Kaleido\\u2122 3 \\u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof\", \"asin\": \"B0D9QTSVXC\", \"price\": \"$13500\", \"quantity\": \"\"},\n{\"title\": \"PocketBook Basic Lux 4 E-Book Reader \| 6\\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot\", \"asin\": \"B0CCNYKY6V\", \"price\": \"$119.00\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}],\n\"saved_items\": [{\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n{\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n{\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n{\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n{\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n{\"title\": \"Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n{\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n{\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n{\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n{\"asin\": \"B07ND3WR64\", \"options\": []}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.945Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "promotion_items": [{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""}, {"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""}, {"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""}, {"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.80", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "B00SK71SAG", "price": "$9.74", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$27.99", "quantity": ""}, {"title": "Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple", "asin": "B0BX9LG11R", "price": "$159.00", "quantity": ""}, {"title": "HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu", "asin": "B0C676RJNV", "price": "$299.95", "quantity": ""}, {"title": "Meebook Colour E-Reader M6C \| 6\u201d Color E Ink Kaleido\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White", "asin": "B0D6YL9X35", "price": "$189.00", "quantity": ""}, {"title": "PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""}, {"title": "PocketBook Verse Pro Color \| Super Thin and Compact 6\" e-Reader \| Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""}, {"title": "PocketBook Basic Lux 4 E-Book Reader \| 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$119.00", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Fri, Apr 18", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$129.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Wipes (Pack of 8)"}]}, {"asin": "B07ND3WR64", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:26.945Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T02:38:26.945Z	click	cart_page_select	rule	2025-04-11T02:38:26.945Z	click	cart_page_select	train	241	2025-04-11T02:38:26.945Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "promotion_items": [{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""}, {"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""}, {"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""}, {"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.80", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "B00SK71SAG", "price": "$9.74", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$27.99", "quantity": ""}, {"title": "Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple", "asin": "B0BX9LG11R", "price": "$159.00", "quantity": ""}, {"title": "HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu", "asin": "B0C676RJNV", "price": "$299.95", "quantity": ""}, {"title": "Meebook Colour E-Reader M6C \| 6\u201d Color E Ink Kaleido\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White", "asin": "B0D6YL9X35", "price": "$189.00", "quantity": ""}, {"title": "PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""}, {"title": "PocketBook Verse Pro Color \| Super Thin and Compact 6\" e-Reader \| Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""}, {"title": "PocketBook Basic Lux 4 E-Book Reader \| 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$119.00", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Fri, Apr 18", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$129.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Wipes (Pack of 8)"}]}, {"asin": "B07ND3WR64", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:26.945Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz\", \"asin\": \"B0829DGWD5\", \"price\": \"$15.97\", \"quantity\": \"\"},\n{\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n{\"title\": \"Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric\", \"asin\": \"B0CB8K9KJ3\", \"price\": \"$9.77\", \"quantity\": \"\"},\n{\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$5.68\", \"quantity\": \"\"},\n{\"title\": \"Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks\", \"asin\": \"B09319MZJN\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Lid (CG01000-299001)\", \"asin\": \"B084DWG77B\", \"price\": \"$26.80\", \"quantity\": \"\"},\n{\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"B00SK71SAG\", \"price\": \"$9.74\", \"quantity\": \"\"},\n{\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple\", \"asin\": \"B0BX9LG11R\", \"price\": \"$159.00\", \"quantity\": \"\"},\n{\"title\": \"HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu\", \"asin\": \"B0C676RJNV\", \"price\": \"$299.95\", \"quantity\": \"\"},\n{\"title\": \"Meebook Colour E-Reader M6C \| 6\\u201d Color E Ink Kaleido\\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White\", \"asin\": \"B0D6YL9X35\", \"price\": \"$189.00\", \"quantity\": \"\"},\n{\"title\": \"PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors\", \"asin\": \"B09CLQJSCY\", \"price\": \"$269.00\", \"quantity\": \"\"},\n{\"title\": \"PocketBook Verse Pro Color \| Super Thin and Compact 6\\\" e-Reader \| Color Screen E Ink Kaleido\\u2122 3 \\u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof\", \"asin\": \"B0D9QTSVXC\", \"price\": \"$13500\", \"quantity\": \"\"},\n{\"title\": \"PocketBook Basic Lux 4 E-Book Reader \| 6\\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot\", \"asin\": \"B0CCNYKY6V\", \"price\": \"$119.00\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Medium\"}, {\"Color\": \"Deep Color\"}]},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Sun, Apr 13 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery Apr 16 - 17 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Two-Day FREE delivery Sat, Apr 12 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery Fri, Apr 18\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}],\n\"saved_items\": [{\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n{\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": [{\"Color\": \"Cherry MX Silent Red\"}]},\n{\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n{\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$129.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)\", \"asin\": \"B0D3F42G5D\", \"options\": [{\"Item Weight\": \"3.4 Ounces\"}]},\n{\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n{\"title\": \"Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": [{\"Scent\": \"Le'Santal (33)\"}]},\n{\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n{\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []},\n{\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"options\": [{\"Scent\": \"Unscented\"}, {\"Size\": \"42 Wipes (Pack of 8)\"}]},\n{\"asin\": \"B07ND3WR64\", \"options\": []}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T02:38:26.982Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""}, {"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.80", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "B00SK71SAG", "price": "$9.74", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$27.99", "quantity": ""}, {"title": "Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple", "asin": "B0BX9LG11R", "price": "$159.00", "quantity": ""}, {"title": "HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu", "asin": "B0C676RJNV", "price": "$299.95", "quantity": ""}, {"title": "Meebook Colour E-Reader M6C \| 6\u201d Color E Ink Kaleido\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White", "asin": "B0D6YL9X35", "price": "$189.00", "quantity": ""}, {"title": "PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""}, {"title": "PocketBook Verse Pro Color \| Super Thin and Compact 6\" e-Reader \| Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""}, {"title": "PocketBook Basic Lux 4 E-Book Reader \| 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$119.00", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Fri, Apr 18", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$129.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Wipes (Pack of 8)"}]}, {"asin": "B07ND3WR64", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:26.982Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T02:38:26.982Z	click	cart_page_select	rule	2025-04-11T02:38:26.982Z	click	cart_page_select	train	242	2025-04-11T02:38:26.982Z	click	cart_page_select	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "promotion_items": [{"title": "Tea Tree Oil Foot Soak with Epsom Salt - For Toenail Repair, Athletes Foot, Softens Calluses, Soothes Sore & Tired Feet, Nail Discoloration, odor Scent, Spa Pedicure Care - Made in USA 16 oz", "asin": "B0829DGWD5", "price": "$15.97", "quantity": ""}, {"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""}, {"title": "Recycable Shoe Covers Disposable - Black Shoe Covers for Indoors,50Pcs Booties for Shoe cover,Fits Up To 11 US Men and 13 US Women Size,Recyclable Non-Woven Fabric", "asin": "B0CB8K9KJ3", "price": "$9.77", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$5.68", "quantity": ""}, {"title": "Unboxme Gifts Warm & Cozy Ultra-Luxe Cloud Sock for Women & Men - Super Soft Luxurious Fabric Sleep Socks", "asin": "B09319MZJN", "price": "$9.99", "quantity": ""}, {"title": "HHKB - Happy Hacking Keyboard Lid (CG01000-299001)", "asin": "B084DWG77B", "price": "$26.80", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "B00SK71SAG", "price": "$9.74", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$27.99", "quantity": ""}, {"title": "Meebook E-Reader M6 \| 6' Eink Carta Screen 300PPI \| Adjustable Smart Light \| Android 11 \| Ouad Core Processor \| Audio Books\|Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Purple", "asin": "B0BX9LG11R", "price": "$159.00", "quantity": ""}, {"title": "HP Stream 14inch HD Display,Intel(R) Celeron(R) N4120 Processor, 32GB DDR4 Memory, 128GB Storage (64GB eMMC+64GB Card),WiFi, Webcam, Bluetooth, 1-Year Microsoft 365, Win11, Rose Gold, W/GaLiMu", "asin": "B0C676RJNV", "price": "$299.95", "quantity": ""}, {"title": "Meebook Colour E-Reader M6C \| 6\u201d Color E Ink Kaleido\u2122 3 Display \| Smart Light \| Android 11 \| Ouad Core \| Audio Books \| Google Play Store \| 3GB 32GB Storage \| Micro-SD Slot \| White", "asin": "B0D6YL9X35", "price": "$189.00", "quantity": ""}, {"title": "PocketBook InkPad Lite \| E-Book Reader with Large E-Ink Screen 9.7\u02ba \| Glare-Free & Eye-Friendly E-Reader \| Wi-Fi \| Adjustable SMARTlight \| Micro-SD Slot \| E-Readers for Kids, Adults & Seniors", "asin": "B09CLQJSCY", "price": "$269.00", "quantity": ""}, {"title": "PocketBook Verse Pro Color \| Super Thin and Compact 6\" e-Reader \| Color Screen E Ink Kaleido\u2122 3 \u2013 Eye-Safe and Glare-Free \| Text-to-Speech & Bluetooth \| Audiobooks \| SMARTlight \| IPX8 Waterproof", "asin": "B0D9QTSVXC", "price": "$13500", "quantity": ""}, {"title": "PocketBook Basic Lux 4 E-Book Reader \| 6\u02ba Glare-Free & Eye-Friendly E-Ink Technology \| Compact & Lightweight E-Reader \| Frontlight \| Touchscreen \| Wi-Fi \| Dictionaries \| Micro-SD Slot", "asin": "B0CCNYKY6V", "price": "$119.00", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Medium"}, {"Color": "Deep Color"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Two-Day FREE delivery Sat, Apr 12", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Sun, Apr 13 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery Apr 16 - 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Two-Day FREE delivery Sat, Apr 12 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery Fri, Apr 18", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": [{"Color": "Cherry MX Silent Red"}]}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$129.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "ENZODOTS J'adore Perfume For Women Eau De Parfum Spray (3.4, Ounces)", "asin": "B0D3F42G5D", "options": [{"Item Weight": "3.4 Ounces"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": [{"Scent": "Le'Santal (33)"}]}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "options": [{"Scent": "Unscented"}, {"Size": "42 Wipes (Pack of 8)"}]}, {"asin": "B07ND3WR64", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T02:38:26.982Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T03:54:02.560Z\", \"action\": \"input\", \"action_argument\": \"\\u9ebb\\u5c06\\u684c\"}\n{\"timestamp\": \"2025-04-07T03:54:02.794Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T04:02:36.778Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T04:02:36.778Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T04:02:36.778Z	click	nav_bar	rule	2025-04-11T04:02:36.778Z	click	nav_bar	train	243	2025-04-11T04:02:36.778Z	click	nav_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T03:54:02.560Z", "action": "input", "action_argument": "\u9ebb\u5c06\u684c"} {"timestamp": "2025-04-07T03:54:02.794Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T04:02:36.778Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T18:27:37.252Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T18:27:37.252Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T18:27:37.252Z	input	吊坠福字	rule	2025-04-11T18:27:37.252Z	input	吊坠福字	train	244	2025-04-11T18:27:37.252Z	input	吊坠福字	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T18:27:37.252Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-07T22:31:40.276Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\\u6625\\u79cb\"}\n{\"timestamp\": \"2025-04-07T22:31:40.528Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:31:44.661Z\", \"action\": \"input\", \"action_argument\": \"\\u683c\\u5b50\\u957f\\u8896\\u886c\\u886b\\u7537\"}\n{\"timestamp\": \"2025-04-07T22:31:44.994Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:32:00.293Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:32:00.701Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-07T22:46:27.644Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:46:27.885Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:40.486Z\", \"action\": \"input\", \"action_argument\": \"\\u6e05\\u6d01\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.438Z\", \"action\": \"input\", \"action_argument\": \"\\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:45.707Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T22:47:55.223Z\", \"action\": \"input\", \"action_argument\": \"\\u79d1\\u989c\\u6c0f \\u9762\\u819c\"}\n{\"timestamp\": \"2025-04-07T22:47:55.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:37:23.056Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760\"}\n{\"timestamp\": \"2025-04-07T23:37:33.683Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:37:33.946Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-07T23:42:50.283Z\", \"action\": \"input\", \"action_argument\": \"\\u5706\\u724c \\u540a\\u5760 \\u7537\"}\n{\"timestamp\": \"2025-04-07T23:42:50.544Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:23.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men\"}\n{\"timestamp\": \"2025-04-08T00:10:24.050Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:10:31.772Z\", \"action\": \"click_product\", \"action_argument\": \"B081LKNH95\"}\n{\"timestamp\": \"2025-04-08T00:10:48.795Z\", \"action\": \"click_product\", \"action_argument\": \"B0D6RDJ1QV\"}\n{\"timestamp\": \"2025-04-08T00:10:52.827Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-08T00:12:56.843Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:12:57.156Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:13:08.211Z\", \"action\": \"click_product\", \"action_argument\": \"B09YNCRJ6J\"}\n{\"timestamp\": \"2025-04-08T00:13:50.730Z\", \"action\": \"input\", \"action_argument\": \"Pendant Men silver\"}\n{\"timestamp\": \"2025-04-08T00:14:07.957Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:08.250Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:14:32.224Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, solid color\"}\n{\"timestamp\": \"2025-04-08T00:14:36.790Z\", \"action\": \"input\", \"action_argument\": \"Pendant for men, silver, plain\"}\n{\"timestamp\": \"2025-04-08T00:14:39.444Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T00:15:46.772Z\", \"action\": \"click_product\", \"action_argument\": \"B0043JTA7S\"}\n{\"timestamp\": \"2025-04-08T00:16:08.041Z\", \"action\": \"click_product\", \"action_argument\": \"B0777LRN9F\"}\n{\"timestamp\": \"2025-04-08T00:18:56.688Z\", \"action\": \"click_product\", \"action_argument\": \"B087MC1HW6\"}\n{\"timestamp\": \"2025-04-08T01:08:41.680Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray \\u7f16\\u7ec7\"}\n{\"timestamp\": \"2025-04-08T01:08:41.865Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:48.494Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver Gray nylon\"}\n{\"timestamp\": \"2025-04-08T01:11:48.790Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:11:55.067Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:11:59.077Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-08T01:12:05.683Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:12:14.918Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:12.521Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:22.813Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:13:28.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:14:53.912Z\", \"action\": \"purchase\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T01:15:56.058Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZP9W14Q\"}\n{\"timestamp\": \"2025-04-08T01:16:05.480Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:18:50.961Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:19:15.369Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:37.300Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:19:40.777Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T01:20:10.780Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\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\"search_term\": [{\"term\": \"\\u540a\\u5760 \\u798f\\u5b57\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-11T18:27:39.162Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u798f\u5b57"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T18:27:39.162Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-11T18:27:39.162Z	click	search	rule	2025-04-11T18:27:39.162Z	click	search	train	245	2025-04-11T18:27:39.162Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-07T22:31:40.276Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537\u6625\u79cb"} {"timestamp": "2025-04-07T22:31:40.528Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:31:44.661Z", "action": "input", "action_argument": "\u683c\u5b50\u957f\u8896\u886c\u886b\u7537"} {"timestamp": "2025-04-07T22:31:44.994Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:32:00.293Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:32:00.701Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-07T22:46:27.644Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:46:27.885Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:40.486Z", "action": "input", "action_argument": "\u6e05\u6d01\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.438Z", "action": "input", "action_argument": "\u9762\u819c"} {"timestamp": "2025-04-07T22:47:45.707Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T22:47:55.223Z", "action": "input", "action_argument": "\u79d1\u989c\u6c0f \u9762\u819c"} {"timestamp": "2025-04-07T22:47:55.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:37:23.056Z", "action": "input", "action_argument": "\u540a\u5760"} {"timestamp": "2025-04-07T23:37:33.683Z", "action": "input", "action_argument": "\u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:37:33.946Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-07T23:42:50.283Z", "action": "input", "action_argument": "\u5706\u724c \u540a\u5760 \u7537"} {"timestamp": "2025-04-07T23:42:50.544Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:23.790Z", "action": "input", "action_argument": "Pendant Men"} {"timestamp": "2025-04-08T00:10:24.050Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:10:31.772Z", "action": "click_product", "action_argument": "B081LKNH95"} {"timestamp": "2025-04-08T00:10:48.795Z", "action": "click_product", "action_argument": "B0D6RDJ1QV"} {"timestamp": "2025-04-08T00:10:52.827Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-08T00:12:56.843Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:12:57.156Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:13:08.211Z", "action": "click_product", "action_argument": "B09YNCRJ6J"} {"timestamp": "2025-04-08T00:13:50.730Z", "action": "input", "action_argument": "Pendant Men silver"} {"timestamp": "2025-04-08T00:14:07.957Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:08.250Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:14:32.224Z", "action": "input", "action_argument": "Pendant for men, silver, solid color"} {"timestamp": "2025-04-08T00:14:36.790Z", "action": "input", "action_argument": "Pendant for men, silver, plain"} {"timestamp": "2025-04-08T00:14:39.444Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T00:15:46.772Z", "action": "click_product", "action_argument": "B0043JTA7S"} {"timestamp": "2025-04-08T00:16:08.041Z", "action": "click_product", "action_argument": "B0777LRN9F"} {"timestamp": "2025-04-08T00:18:56.688Z", "action": "click_product", "action_argument": "B087MC1HW6"} {"timestamp": "2025-04-08T01:08:41.680Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray \u7f16\u7ec7"} {"timestamp": "2025-04-08T01:08:41.865Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:48.494Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver Gray nylon"} {"timestamp": "2025-04-08T01:11:48.790Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:11:55.067Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:11:59.077Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-08T01:12:05.683Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:12:14.918Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:12.521Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:22.813Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:13:28.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:14:53.912Z", "action": "purchase", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T01:15:56.058Z", "action": "click_product", "action_argument": "B09ZP9W14Q"} {"timestamp": "2025-04-08T01:16:05.480Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:18:50.961Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:19:15.369Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:37.300Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:19:40.777Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T01:20:10.780Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u540a\u5760 \u798f\u5b57"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-11T18:27:39.162Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:31:57.925Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:31:57.925Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:31:57.925Z	input	地毯	rule	2025-04-13T04:31:57.925Z	input	地毯	train	246	2025-04-13T04:31:57.925Z	input	地毯	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:31:57.925Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u5730\\u6bef\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:31:58.282Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5730\u6bef"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:31:58.282Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:31:58.282Z	click	search	rule	2025-04-13T04:31:58.282Z	click	search	train	247	2025-04-13T04:31:58.282Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5730\u6bef"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:31:58.282Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.190Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:06.190Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:32:06.190Z	input	地毯	rule	2025-04-13T04:32:06.190Z	input	地毯	train	248	2025-04-13T04:32:06.190Z	input	地毯	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:06.190Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", 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10 PM on $25 of qualifying items\"},\n{\"title\": \"MontVoo -Bath Mat-Rubber Backing Non SlipThin Bathroom Rugs Fit Under Door- Quick Dry Absorbent Faux Suede Surface Grey Bathroom Floor Mats-Shower Rug for in Front of Bathtub Shower Gray 16x24\", \"asin\": \"B09CTQF92M\", \"price\": \"$9.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey\", \"asin\": \"B0CBP8CL71\", \"price\": \"$8.98\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"SAFAVIEH Vision Collection Accent Rug - 4' x 6', Aqua, Modern Ombre Tonal Chic Design, Non-Shedding & Easy Care, Ideal for High Traffic Areas in Entryway, Living Room, Bedroom (VSN606B)\", \"asin\": \"B018B3F55C\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members\"},\n{\"title\": \"Andecor Soft Fluffy Bedroom Rugs, 4 x 6 Feet Indoor Shaggy Plush Area Rug for Boys Girls Kids Baby College Dorm Living Room Home Decor Floor Carpet, Grey\", \"asin\": \"B07PLCSM5J\", \"price\": \"$9.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"LOCHAS Ultra Soft Indoor Modern Area Rugs Fluffy Living Room Carpets for Children Bedroom Home Decor Nursery Rug 4x5.3 Feet, Gray\", \"asin\": \"B06XCF7QFR\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey, 5'x7'\", \"asin\": \"B0CGB1DQ97\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Arotive Luxury Chenille Bathroom Rug Mat, Extra Soft Thick Absorbent Shaggy Bath Rugs, Non-Slip Machine Wash Dry Plush Bath Mats for Bathroom, Shower, and Tub (24\\\"x16\\\", Light Grey)\", \"asin\": \"B092Z9NK2S\", \"price\": \"$8.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic\", \"asin\": \"B08Z84XJBM\", \"price\": \"$22.79\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Merelax Modern Soft Fluffy Large Shaggy Rug for Bedroom Livingroom Dorm Kids Room Indoor Home Decorative, Non-Slip Plush Furry Fur Area Rugs Comfy Nursery Accent Floor Carpet 4'x6' Ivory\", \"asin\": \"B08DXNHNV1\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug\", \"asin\": \"B085XT1FS3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic\", \"asin\": \"B0DG298VQ7\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room\", \"asin\": \"B0CS9BN7TV\", \"price\": \"$41.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')\", \"asin\": \"B0BJ63P1H8\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVZ7VCN\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon.\"},\n{\"title\": \"Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey\", \"asin\": \"B097479QQY\", \"price\": \"$21.84\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug\", \"asin\": \"B0CJVBMVS8\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable\", \"asin\": \"B085C9LRJB\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Rugshop Modern Wavy Circles Design Area Rug 5'3\\\" x 7'3\\\" Gray\", \"asin\": \"B07D3YHT2B\", \"price\": \"$65.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White\", \"asin\": \"B0CWZW3BSP\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue\", \"asin\": \"B0C4331NLJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige\", \"asin\": \"B0BL29V7NJ\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon.\"},\n{\"title\": \"Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor\", \"asin\": \"B0BLHJZSX8\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor\", \"asin\": \"B0CRYBGXBT\", \"price\": \"$44.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"PURRUGS Dirt Trapper Door Mat 20\\\" x 31.5\\\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black\", \"asin\": \"B09QC7GNLG\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black\", \"asin\": \"B0CJBZC48X\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black\", \"asin\": \"B08TRF4SMP\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown\", \"asin\": \"B0BLS4BR95\", \"price\": \"$55.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room\", \"asin\": \"B0C7FXNPTG\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor\", \"asin\": \"B0BPCQ4GCG\", \"price\": \"$34.84\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue\", \"asin\": \"B0BZKNTWBY\", \"price\": \"$69.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey\", \"asin\": \"B0DPGLJJ1P\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys\", \"asin\": \"B0DHRCV8WM\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory\", \"asin\": \"B0BL769CSF\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue\", \"asin\": \"B0C9JC317D\", \"price\": \"$50.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic\", \"asin\": \"B09TDC6XJL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor\", \"asin\": \"B0D2DJ6VC6\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom\", \"asin\": \"B0CGRHGDQ2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway\", \"asin\": \"B013EZ693Y\"},\n{\"title\": \"Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')\", \"asin\": \"B0CRVFZPDH\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray\", \"asin\": \"B0C6GBW462\", \"price\": \"$13.19\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey\", \"asin\": \"B0CLNRN1Q8\", \"price\": \"$23.90\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor\", \"asin\": \"B0CP948N4Q\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:06.283Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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10 PM"}, {"title": "PURRUGS Dirt Trapper Door Mat 20\" x 31.5\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black", "asin": "B09QC7GNLG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black", "asin": "B0CJBZC48X", "price": "$99.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black", "asin": "B08TRF4SMP", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown", "asin": "B0BLS4BR95", "price": "$55.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room", "asin": "B0C7FXNPTG", "price": "$15.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor", "asin": "B0BPCQ4GCG", "price": "$34.84", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue", "asin": "B0BZKNTWBY", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey", "asin": "B0DPGLJJ1P", "price": "$29.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys", "asin": "B0DHRCV8WM", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory", "asin": "B0BL769CSF", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue", "asin": "B0C9JC317D", "price": "$50.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic", "asin": "B09TDC6XJL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor", "asin": "B0D2DJ6VC6", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom", "asin": "B0CGRHGDQ2", "price": "$39.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway", "asin": "B013EZ693Y"}, {"title": "Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')", "asin": "B0CRVFZPDH", "price": "$45.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray", "asin": "B0C6GBW462", "price": "$13.19", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRN1Q8", "price": "$23.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor", "asin": "B0CP948N4Q", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:06.283Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:32:06.283Z	click	suggested_term	rule	2025-04-13T04:32:06.283Z	click	suggested_term	train	249	2025-04-13T04:32:06.283Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5730\u6bef"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Livabliss Hapsburg Moroccan Shag Area Rug, 5'3\" x 7'3\", Beige", "asin": "B07Q13HHK7", "price": "$170.04", "quantity": ""}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey Brown, 5'x7'", "asin": "B0CG9ZBSST", "price": "$59.99", "quantity": ""}, {"title": "Lahome Moroccan Trellis Front Door Mat Indoor Entrance, 2x3 Rugs for Entryway Non-Slip Washable Indoor Door Mat, Oriental Accent Small Rug for Kitchen Bedroom Bathroom, Blue", "asin": "B0BM3DN84G", "price": "$23.99", "quantity": ""}, {"title": "Well Woven Barclay Collection Medallion Kashan Red 5x7 Area Rug - for Living Room, Bedroom, and Dining Room", "asin": "B01BJHAHBE", "price": "$94.00", "quantity": ""}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Turmeric and Grey, 6' x 9')", "asin": "B0CGR2LGQV", "price": "$63.99", "quantity": ""}, {"title": "Grey Fluffy Rug Runners for Hallways Rabbit Fur Rugs for Living Room Washable Carpet Faux Sheepskin Rug Teen Room Nursery Decor Rectangle 2x6 Area Rug", "asin": "B0BTDG2KWR", "price": "$27.99", "quantity": ""}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Green, 3' x 5 ')", "asin": "B0CGR36YRV", "price": "$23.99", "quantity": ""}, {"title": "OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B0CBP8CL71", "price": "$8.98", "quantity": ""}, {"title": "Vintage 8' x 10' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRNVQ5", "price": "$79.99", "quantity": ""}, {"title": "DweIke Fluffy Modern Area Rugs for Living Room Bedroom, 3x5 ft Plush High Pile Green Rug for Kids Girls Room Nursery Home Decor, Upgrade Non-Slip Girls Bedroom Soft Indoor Rug, Sage Green", "asin": "B0CQCGS7RB", "price": "$21.59", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Latepis Faux Fur Sheepskin Rug for Living Room, 4x6 Fluffy Washable Rug for Bedroom, Playroom, Luxury Room Decor, White, Rectangle.\" Limited time Deal. Price was $75.99. Current price is $52.23 after 31% off. Eligible for Prime.", "asin": "B09LYH4951"}, {"title": "Go to detail page for \"Latepis 9x12 Area Rug for Bedroom White Fluffy Washable Faux Fur Rug for Living Room Fuzzy Shaggy Rectangle Rug for Office Entertainment Room Home D\u00e9cor.\" Limited time Deal. Price was $309.99. Current price is $263.49 after 15% off. Eligible for Prime.", "asin": "B0B2DTGKYB"}, {"title": "Go to detail page for \"Latepis White Round Rugs 6ft Faux Fur Sheepskin Circle Rug for Living Room Fluffy Washable Rug for Bedroom Teen Room Dorm Cute Room D\u00e9cor.\" Limited time Deal. Price was $85.99. Current price is $72.99 after 15% off. Eligible for Prime.", "asin": "B09LYKM1RR"}], "search_results": [{"title": "BALEINE Non Slip Rug Pad Rug Gripper for Hardwood Floors, Extra Thick Non Slip Mat Under Carpet (3'x5')", "asin": "B0C61M7XHY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gorilla Grip Kids Memory Foam Bath Rugs, Soft Absorbent Velvet Bathroom Mats, Durable Dots on Underside, Machine Washable Bathmat, Carpet Rug Room Decor for Shower Floor, 24x17 Mat, Graphite Gray", "asin": "B07Q2HCJX4", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Light Gray Faux Fuzzy Fur Washable Rugs for Bedroom Shaggy Area Rugs for Living Room Grey 2x3 Nursery Rug Home Room D\u00e9cor", "asin": "B0BTDHHCGG", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rabenda 12 Pcs Rug Tape, Non Slip Rug Pads Grippers for Hardwood Floors and Tiles, Reusable Carpet Tape for Area Rugs, Double-Sided Adhesive Rug Stickers Keep Corners Flat (Black)", "asin": "B092VC7VK2", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gorilla Grip 100% Waterproof All-Season WeatherMax Doormat, Durable Natural Rubber, Stain and Fade Resistant, Low Profile, Indoor Outdoor Door Mats, Easy Clean Patio Entrance Mat, 17x29, Gray Diamond", "asin": "B072K1G53F", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug 4x6 Washable Rug Gray Vintage Traditional Floor Cover Foldable Thin Retro Accent Indoor Distressed Non Slip Carpet Floral Print Mat Bedroom Living Room Bathroom", "asin": "B0CNB93BLH", "price": "$33.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "OLANLY Bathroom Rugs Mat 24x16, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B08XZ2KQZR", "price": "$9.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Zentavio Area Rugs for Living Room Grey Rugs for Bedroom 4x6 Carpet Fluffy Fuzzy Soft Shag Aesthetic Plush High Pile Gray Throw Rug for Nursery Kids Room Dorm", "asin": "B0D5L39SJQ", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Large Shag Area Rugs 6 x 9, Tie-Dyed Plush Fuzzy Rugs for Living Room, Ultra Soft Fluffy Furry Rugs for Bedroom, Indoor Carpet Nursery Rugs for Kids Room Home Decor, Light Grey", "asin": "B0CJ9DSPMB", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Large Living Room Area Rug 5x7: Soft Machine Washable Boho Moroccan Farmhouse Rugs for Bedroom Under Dining Table - Non-Slip Neutral Morden Indoor Floor Carpet for Home Office - Brown/Cream", "asin": "B0CL6HKLLJ", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Nourison Essentials 4' x 6' Ivory Beige Fabric Outdoor Area Rug (4' x 6')", "asin": "B08KJHM3X7", "price": "$33.56", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Veken Rug Gripper Pad for Hardwood Floors, Non Slip Rug Pads for Area Rugs, Thick Rug Grippers for Tile Floors, Under Carpet Anti Skid Mat, Keep Your Rugs Safe and in Place, 2x3 Ft", "asin": "B07ZSWRKZY", "price": "$6.64", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey Brown, 5'x7'", "asin": "B0CG9ZBSST", "price": "$59.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "Machine Washable Rugs 3x5 Boho Small Area Rug for Bedroom,TPR 3'x5' Non Slip Rugs for Under Table Carpet for Laundry Kids Dining Room 3x5 Grey", "asin": "B0DTFXZZ93", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 15 Only 4 left in stock - order soon."}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Green, 3' x 5 ')", "asin": "B0CGR36YRV", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Area Rugs for Living Room Bedroom, Machine Washable 4x5.9 Feet Soft Fluffy Shaggy Bedside Rug, Indoor Floor Carpet for Kids Girls and Boys, Dorms, Nursery Rooms, Home Decor Aesthetic, Grey", "asin": "B0D9GFYJBV", "price": "$14.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "5x7 Area Rugs for Living Room Machine Washable Rug Distressed Indoor Carpet Neutral Moroccan Boho Rug Ultra Soft Area Rug for Bedroom Dining Room Playroom Office, Grey", "asin": "B0C3D2T4DP", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Ultra Soft Rug for Living Room, 5X8 Fluffy Shag Area Rug for Bedroom, Modern Shaggy Carpets Fuzzy Rug for Teens Dorm Nursery Home Decor Aesthetic, Upgrade Anti-Skid Durable, Grey", "asin": "B0CHML98RQ", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Area Rug for Living Room Bedroom, 4X6 Feet Soft Shaggy Rug, Plush Fluffy Rugs, Modern Moroccan Geometric Carpets, Anti-Skid Durable Carpet for Kids Dorm Nursery, Home Decor Aesthetic, White and Beige", "asin": "B0DH25HCKF", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Sierra Concepts Front Door Mat Welcome Floor Mats - Entryway Indoor Outdoor Entrance Doormat, Patio, Porch, Muddy Shoe, Inside Outside Low Profile, 30x17 inches, 2-Pack Gray", "asin": "B07Y2DXXPR", "price": "$19.88", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs 30x20, Extra Soft Absorbent Chenille Bath Rugs, Rubber Backing Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub and Shower, Home Decor Accessories, Grey", "asin": "B0CFGYFCYL", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "MontVoo -Bath Mat-Rubber Backing Non SlipThin Bathroom Rugs Fit Under Door- Quick Dry Absorbent Faux Suede Surface Grey Bathroom Floor Mats-Shower Rug for in Front of Bathtub Shower Gray 16x24", "asin": "B09CTQF92M", "price": "$9.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B0CBP8CL71", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "SAFAVIEH Vision Collection Accent Rug - 4' x 6', Aqua, Modern Ombre Tonal Chic Design, Non-Shedding & Easy Care, Ideal for High Traffic Areas in Entryway, Living Room, Bedroom (VSN606B)", "asin": "B018B3F55C", "price": "$59.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"}, {"title": "Andecor Soft Fluffy Bedroom Rugs, 4 x 6 Feet Indoor Shaggy Plush Area Rug for Boys Girls Kids Baby College Dorm Living Room Home Decor Floor Carpet, Grey", "asin": "B07PLCSM5J", "price": "$9.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "LOCHAS Ultra Soft Indoor Modern Area Rugs Fluffy Living Room Carpets for Children Bedroom Home Decor Nursery Rug 4x5.3 Feet, Gray", "asin": "B06XCF7QFR", "price": "$12.10", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey, 5'x7'", "asin": "B0CGB1DQ97", "price": "$59.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Arotive Luxury Chenille Bathroom Rug Mat, Extra Soft Thick Absorbent Shaggy Bath Rugs, Non-Slip Machine Wash Dry Plush Bath Mats for Bathroom, Shower, and Tub (24\"x16\", Light Grey)", "asin": "B092Z9NK2S", "price": "$8.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic", "asin": "B08Z84XJBM", "price": "$22.79", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Merelax Modern Soft Fluffy Large Shaggy Rug for Bedroom Livingroom Dorm Kids Room Indoor Home Decorative, Non-Slip Plush Furry Fur Area Rugs Comfy Nursery Accent Floor Carpet 4'x6' Ivory", "asin": "B08DXNHNV1", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug", "asin": "B085XT1FS3", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic", "asin": "B0DG298VQ7", "price": "$43.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room", "asin": "B0CS9BN7TV", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')", "asin": "B0BJ63P1H8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative", "asin": "B09MVZ7VCN", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon."}, {"title": "Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey", "asin": "B097479QQY", "price": "$21.84", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug", "asin": "B0CJVBMVS8", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable", "asin": "B085C9LRJB", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Rugshop Modern Wavy Circles Design Area Rug 5'3\" x 7'3\" Gray", "asin": "B07D3YHT2B", "price": "$65.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White", "asin": "B0CWZW3BSP", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue", "asin": "B0C4331NLJ", "price": "$59.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige", "asin": "B0BL29V7NJ", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon."}, {"title": "Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor", "asin": "B0BLHJZSX8", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor", "asin": "B0CRYBGXBT", "price": "$44.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "PURRUGS Dirt Trapper Door Mat 20\" x 31.5\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black", "asin": "B09QC7GNLG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black", "asin": "B0CJBZC48X", "price": "$99.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black", "asin": "B08TRF4SMP", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown", "asin": "B0BLS4BR95", "price": "$55.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room", "asin": "B0C7FXNPTG", "price": "$15.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor", "asin": "B0BPCQ4GCG", "price": "$34.84", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue", "asin": "B0BZKNTWBY", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey", "asin": "B0DPGLJJ1P", "price": "$29.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys", "asin": "B0DHRCV8WM", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory", "asin": "B0BL769CSF", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue", "asin": "B0C9JC317D", "price": "$50.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic", "asin": "B09TDC6XJL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor", "asin": "B0D2DJ6VC6", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom", "asin": "B0CGRHGDQ2", "price": "$39.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway", "asin": "B013EZ693Y"}, {"title": "Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')", "asin": "B0CRVFZPDH", "price": "$45.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray", "asin": "B0C6GBW462", "price": "$13.19", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRN1Q8", "price": "$23.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor", "asin": "B0CP948N4Q", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:06.283Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:18.157Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:18.157Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:32:18.157Z	input	地毯卧室	rule	2025-04-13T04:32:18.157Z	input	地毯卧室	train	250	2025-04-13T04:32:18.157Z	input	地毯卧室	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:18.157Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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10 PM\"},\n{\"title\": \"Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug\", \"asin\": \"B085XT1FS3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic\", \"asin\": \"B0DG298VQ7\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room\", \"asin\": \"B0CS9BN7TV\", \"price\": \"$41.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')\", \"asin\": \"B0BJ63P1H8\", \"price\": \"$139.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVZ7VCN\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon.\"},\n{\"title\": \"Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey\", \"asin\": \"B097479QQY\", \"price\": \"$21.84\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug\", \"asin\": \"B0CJVBMVS8\", \"price\": \"$16.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable\", \"asin\": \"B085C9LRJB\", \"price\": \"$17.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Rugshop Modern Wavy Circles Design Area Rug 5'3\\\" x 7'3\\\" Gray\", \"asin\": \"B07D3YHT2B\", \"price\": \"$65.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White\", \"asin\": \"B0CWZW3BSP\", \"price\": \"$24.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue\", \"asin\": \"B0C4331NLJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige\", \"asin\": \"B0BL29V7NJ\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon.\"},\n{\"title\": \"Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor\", \"asin\": \"B0BLHJZSX8\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor\", \"asin\": \"B0CRYBGXBT\", \"price\": \"$44.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"PURRUGS Dirt Trapper Door Mat 20\\\" x 31.5\\\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black\", \"asin\": \"B09QC7GNLG\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black\", \"asin\": \"B0CJBZC48X\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black\", \"asin\": \"B08TRF4SMP\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown\", \"asin\": \"B0BLS4BR95\", \"price\": \"$55.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room\", \"asin\": \"B0C7FXNPTG\", \"price\": \"$15.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor\", \"asin\": \"B0BPCQ4GCG\", \"price\": \"$34.84\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue\", \"asin\": \"B0BZKNTWBY\", \"price\": \"$69.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey\", \"asin\": \"B0DPGLJJ1P\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys\", \"asin\": \"B0DHRCV8WM\", \"price\": \"$16.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory\", \"asin\": \"B0BL769CSF\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue\", \"asin\": \"B0C9JC317D\", \"price\": \"$50.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic\", \"asin\": \"B09TDC6XJL\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor\", \"asin\": \"B0D2DJ6VC6\", \"price\": \"$26.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom\", \"asin\": \"B0CGRHGDQ2\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway\", \"asin\": \"B013EZ693Y\"},\n{\"title\": \"Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')\", \"asin\": \"B0CRVFZPDH\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray\", \"asin\": \"B0C6GBW462\", \"price\": \"$13.19\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey\", \"asin\": \"B0CLNRN1Q8\", \"price\": \"$23.90\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor\", \"asin\": \"B0CP948N4Q\", \"price\": \"$15.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:32:18.562Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5730\u6bef \u5367\u5ba4"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Livabliss Hapsburg Moroccan Shag Area Rug, 5'3\" x 7'3\", Beige", "asin": "B07Q13HHK7", "price": "$170.04", "quantity": ""}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey Brown, 5'x7'", "asin": "B0CG9ZBSST", "price": "$59.99", "quantity": ""}, {"title": "Lahome Moroccan Trellis Front Door Mat Indoor Entrance, 2x3 Rugs for Entryway Non-Slip Washable Indoor Door Mat, Oriental Accent Small Rug for Kitchen Bedroom Bathroom, Blue", "asin": "B0BM3DN84G", "price": "$23.99", "quantity": ""}, {"title": "Well Woven Barclay Collection Medallion Kashan Red 5x7 Area Rug - for Living Room, Bedroom, and Dining Room", "asin": "B01BJHAHBE", "price": "$94.00", "quantity": ""}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Turmeric and Grey, 6' x 9')", "asin": "B0CGR2LGQV", "price": "$63.99", "quantity": ""}, {"title": "Grey Fluffy Rug Runners for Hallways Rabbit Fur Rugs for Living Room Washable Carpet Faux Sheepskin Rug Teen Room Nursery Decor Rectangle 2x6 Area Rug", "asin": "B0BTDG2KWR", "price": "$27.99", "quantity": ""}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Green, 3' x 5 ')", "asin": "B0CGR36YRV", "price": "$23.99", "quantity": ""}, {"title": "OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B0CBP8CL71", "price": "$8.98", "quantity": ""}, {"title": "Vintage 8' x 10' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRNVQ5", "price": "$79.99", "quantity": ""}, {"title": "DweIke Fluffy Modern Area Rugs for Living Room Bedroom, 3x5 ft Plush High Pile Green Rug for Kids Girls Room Nursery Home Decor, Upgrade Non-Slip Girls Bedroom Soft Indoor Rug, Sage Green", "asin": "B0CQCGS7RB", "price": "$21.59", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Latepis Faux Fur Sheepskin Rug for Living Room, 4x6 Fluffy Washable Rug for Bedroom, Playroom, Luxury Room Decor, White, Rectangle.\" Limited time Deal. Price was $75.99. Current price is $52.23 after 31% off. Eligible for Prime.", "asin": "B09LYH4951"}, {"title": "Go to detail page for \"Latepis 9x12 Area Rug for Bedroom White Fluffy Washable Faux Fur Rug for Living Room Fuzzy Shaggy Rectangle Rug for Office Entertainment Room Home D\u00e9cor.\" Limited time Deal. Price was $309.99. Current price is $263.49 after 15% off. Eligible for Prime.", "asin": "B0B2DTGKYB"}, {"title": "Go to detail page for \"Latepis White Round Rugs 6ft Faux Fur Sheepskin Circle Rug for Living Room Fluffy Washable Rug for Bedroom Teen Room Dorm Cute Room D\u00e9cor.\" Limited time Deal. Price was $85.99. Current price is $72.99 after 15% off. Eligible for Prime.", "asin": "B09LYKM1RR"}], "search_results": [{"title": "BALEINE Non Slip Rug Pad Rug Gripper for Hardwood Floors, Extra Thick Non Slip Mat Under Carpet (3'x5')", "asin": "B0C61M7XHY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gorilla Grip Kids Memory Foam Bath Rugs, Soft Absorbent Velvet Bathroom Mats, Durable Dots on Underside, Machine Washable Bathmat, Carpet Rug Room Decor for Shower Floor, 24x17 Mat, Graphite Gray", "asin": "B07Q2HCJX4", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Light Gray Faux Fuzzy Fur Washable Rugs for Bedroom Shaggy Area Rugs for Living Room Grey 2x3 Nursery Rug Home Room D\u00e9cor", "asin": "B0BTDHHCGG", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rabenda 12 Pcs Rug Tape, Non Slip Rug Pads Grippers for Hardwood Floors and Tiles, Reusable Carpet Tape for Area Rugs, Double-Sided Adhesive Rug Stickers Keep Corners Flat (Black)", "asin": "B092VC7VK2", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gorilla Grip 100% Waterproof All-Season WeatherMax Doormat, Durable Natural Rubber, Stain and Fade Resistant, Low Profile, Indoor Outdoor Door Mats, Easy Clean Patio Entrance Mat, 17x29, Gray Diamond", "asin": "B072K1G53F", "price": "$20.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug 4x6 Washable Rug Gray Vintage Traditional Floor Cover Foldable Thin Retro Accent Indoor Distressed Non Slip Carpet Floral Print Mat Bedroom Living Room Bathroom", "asin": "B0CNB93BLH", "price": "$33.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "OLANLY Bathroom Rugs Mat 24x16, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B08XZ2KQZR", "price": "$9.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Zentavio Area Rugs for Living Room Grey Rugs for Bedroom 4x6 Carpet Fluffy Fuzzy Soft Shag Aesthetic Plush High Pile Gray Throw Rug for Nursery Kids Room Dorm", "asin": "B0D5L39SJQ", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Large Shag Area Rugs 6 x 9, Tie-Dyed Plush Fuzzy Rugs for Living Room, Ultra Soft Fluffy Furry Rugs for Bedroom, Indoor Carpet Nursery Rugs for Kids Room Home Decor, Light Grey", "asin": "B0CJ9DSPMB", "price": "$49.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Large Living Room Area Rug 5x7: Soft Machine Washable Boho Moroccan Farmhouse Rugs for Bedroom Under Dining Table - Non-Slip Neutral Morden Indoor Floor Carpet for Home Office - Brown/Cream", "asin": "B0CL6HKLLJ", "price": "$34.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Nourison Essentials 4' x 6' Ivory Beige Fabric Outdoor Area Rug (4' x 6')", "asin": "B08KJHM3X7", "price": "$33.56", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Veken Rug Gripper Pad for Hardwood Floors, Non Slip Rug Pads for Area Rugs, Thick Rug Grippers for Tile Floors, Under Carpet Anti Skid Mat, Keep Your Rugs Safe and in Place, 2x3 Ft", "asin": "B07ZSWRKZY", "price": "$6.64", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey Brown, 5'x7'", "asin": "B0CG9ZBSST", "price": "$59.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "Machine Washable Rugs 3x5 Boho Small Area Rug for Bedroom,TPR 3'x5' Non Slip Rugs for Under Table Carpet for Laundry Kids Dining Room 3x5 Grey", "asin": "B0DTFXZZ93", "price": "$28.99", "delivery": "FREE delivery Tue, Apr 15 Only 4 left in stock - order soon."}, {"title": "Washable Area Rugs - Perfect for Living Room, Bedroom, Kids Room, Nursery - Stain & Water Resistant Non-Slip, Pet & Child Friendly, Vintage Tribal Area Rugs (Green, 3' x 5 ')", "asin": "B0CGR36YRV", "price": "$23.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Area Rugs for Living Room Bedroom, Machine Washable 4x5.9 Feet Soft Fluffy Shaggy Bedside Rug, Indoor Floor Carpet for Kids Girls and Boys, Dorms, Nursery Rooms, Home Decor Aesthetic, Grey", "asin": "B0D9GFYJBV", "price": "$14.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "5x7 Area Rugs for Living Room Machine Washable Rug Distressed Indoor Carpet Neutral Moroccan Boho Rug Ultra Soft Area Rug for Bedroom Dining Room Playroom Office, Grey", "asin": "B0C3D2T4DP", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Ultra Soft Rug for Living Room, 5X8 Fluffy Shag Area Rug for Bedroom, Modern Shaggy Carpets Fuzzy Rug for Teens Dorm Nursery Home Decor Aesthetic, Upgrade Anti-Skid Durable, Grey", "asin": "B0CHML98RQ", "price": "$25.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Area Rug for Living Room Bedroom, 4X6 Feet Soft Shaggy Rug, Plush Fluffy Rugs, Modern Moroccan Geometric Carpets, Anti-Skid Durable Carpet for Kids Dorm Nursery, Home Decor Aesthetic, White and Beige", "asin": "B0DH25HCKF", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Sierra Concepts Front Door Mat Welcome Floor Mats - Entryway Indoor Outdoor Entrance Doormat, Patio, Porch, Muddy Shoe, Inside Outside Low Profile, 30x17 inches, 2-Pack Gray", "asin": "B07Y2DXXPR", "price": "$19.88", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs 30x20, Extra Soft Absorbent Chenille Bath Rugs, Rubber Backing Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub and Shower, Home Decor Accessories, Grey", "asin": "B0CFGYFCYL", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "MontVoo -Bath Mat-Rubber Backing Non SlipThin Bathroom Rugs Fit Under Door- Quick Dry Absorbent Faux Suede Surface Grey Bathroom Floor Mats-Shower Rug for in Front of Bathtub Shower Gray 16x24", "asin": "B09CTQF92M", "price": "$9.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B0CBP8CL71", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "SAFAVIEH Vision Collection Accent Rug - 4' x 6', Aqua, Modern Ombre Tonal Chic Design, Non-Shedding & Easy Care, Ideal for High Traffic Areas in Entryway, Living Room, Bedroom (VSN606B)", "asin": "B018B3F55C", "price": "$59.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"}, {"title": "Andecor Soft Fluffy Bedroom Rugs, 4 x 6 Feet Indoor Shaggy Plush Area Rug for Boys Girls Kids Baby College Dorm Living Room Home Decor Floor Carpet, Grey", "asin": "B07PLCSM5J", "price": "$9.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "LOCHAS Ultra Soft Indoor Modern Area Rugs Fluffy Living Room Carpets for Children Bedroom Home Decor Nursery Rug 4x5.3 Feet, Gray", "asin": "B06XCF7QFR", "price": "$12.10", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey, 5'x7'", "asin": "B0CGB1DQ97", "price": "$59.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Arotive Luxury Chenille Bathroom Rug Mat, Extra Soft Thick Absorbent Shaggy Bath Rugs, Non-Slip Machine Wash Dry Plush Bath Mats for Bathroom, Shower, and Tub (24\"x16\", Light Grey)", "asin": "B092Z9NK2S", "price": "$8.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic", "asin": "B08Z84XJBM", "price": "$22.79", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Merelax Modern Soft Fluffy Large Shaggy Rug for Bedroom Livingroom Dorm Kids Room Indoor Home Decorative, Non-Slip Plush Furry Fur Area Rugs Comfy Nursery Accent Floor Carpet 4'x6' Ivory", "asin": "B08DXNHNV1", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug", "asin": "B085XT1FS3", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic", "asin": "B0DG298VQ7", "price": "$43.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room", "asin": "B0CS9BN7TV", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')", "asin": "B0BJ63P1H8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative", "asin": "B09MVZ7VCN", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon."}, {"title": "Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey", "asin": "B097479QQY", "price": "$21.84", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug", "asin": "B0CJVBMVS8", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable", "asin": "B085C9LRJB", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Rugshop Modern Wavy Circles Design Area Rug 5'3\" x 7'3\" Gray", "asin": "B07D3YHT2B", "price": "$65.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White", "asin": "B0CWZW3BSP", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue", "asin": "B0C4331NLJ", "price": "$59.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige", "asin": "B0BL29V7NJ", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon."}, {"title": "Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor", "asin": "B0BLHJZSX8", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor", "asin": "B0CRYBGXBT", "price": "$44.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "PURRUGS Dirt Trapper Door Mat 20\" x 31.5\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black", "asin": "B09QC7GNLG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black", "asin": "B0CJBZC48X", "price": "$99.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black", "asin": "B08TRF4SMP", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown", "asin": "B0BLS4BR95", "price": "$55.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room", "asin": "B0C7FXNPTG", "price": "$15.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor", "asin": "B0BPCQ4GCG", "price": "$34.84", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue", "asin": "B0BZKNTWBY", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey", "asin": "B0DPGLJJ1P", "price": "$29.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys", "asin": "B0DHRCV8WM", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory", "asin": "B0BL769CSF", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue", "asin": "B0C9JC317D", "price": "$50.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic", "asin": "B09TDC6XJL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor", "asin": "B0D2DJ6VC6", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom", "asin": "B0CGRHGDQ2", "price": "$39.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway", "asin": "B013EZ693Y"}, {"title": "Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')", "asin": "B0CRVFZPDH", "price": "$45.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray", "asin": "B0C6GBW462", "price": "$13.19", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRN1Q8", "price": "$23.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor", "asin": "B0CP948N4Q", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:18.562Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:32:18.562Z	click	search	rule	2025-04-13T04:32:18.562Z	click	search	train	251	2025-04-13T04:32:18.562Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": 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Price was $75.99. Current price is $52.23 after 31% off. Eligible for Prime.", "asin": "B09LYH4951"}, {"title": "Go to detail page for \"Latepis 9x12 Area Rug for Bedroom White Fluffy Washable Faux Fur Rug for Living Room Fuzzy Shaggy Rectangle Rug for Office Entertainment Room Home D\u00e9cor.\" Limited time Deal. Price was $309.99. Current price is $263.49 after 15% off. Eligible for Prime.", "asin": "B0B2DTGKYB"}, {"title": "Go to detail page for \"Latepis White Round Rugs 6ft Faux Fur Sheepskin Circle Rug for Living Room Fluffy Washable Rug for Bedroom Teen Room Dorm Cute Room D\u00e9cor.\" Limited time Deal. Price was $85.99. Current price is $72.99 after 15% off. Eligible for Prime.", "asin": "B09LYKM1RR"}], "search_results": [{"title": "BALEINE Non Slip Rug Pad Rug Gripper for Hardwood Floors, Extra Thick Non Slip Mat Under Carpet (3'x5')", "asin": "B0C61M7XHY", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Gorilla Grip Kids Memory Foam Bath Rugs, Soft Absorbent Velvet Bathroom Mats, Durable Dots on Underside, Machine Washable Bathmat, Carpet Rug Room Decor for Shower Floor, 24x17 Mat, Graphite Gray", "asin": "B07Q2HCJX4", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Light Gray Faux Fuzzy Fur Washable Rugs for Bedroom Shaggy Area Rugs for Living Room Grey 2x3 Nursery Rug Home Room D\u00e9cor", "asin": "B0BTDHHCGG", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rabenda 12 Pcs Rug Tape, Non Slip Rug Pads Grippers for Hardwood Floors and Tiles, Reusable Carpet Tape for Area Rugs, Double-Sided Adhesive Rug Stickers Keep Corners Flat (Black)", "asin": "B092VC7VK2", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 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10 PM"}, {"title": "Area Rug for Living Room Bedroom, 4X6 Feet Soft Shaggy Rug, Plush Fluffy Rugs, Modern Moroccan Geometric Carpets, Anti-Skid Durable Carpet for Kids Dorm Nursery, Home Decor Aesthetic, White and Beige", "asin": "B0DH25HCKF", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Sierra Concepts Front Door Mat Welcome Floor Mats - Entryway Indoor Outdoor Entrance Doormat, Patio, Porch, Muddy Shoe, Inside Outside Low Profile, 30x17 inches, 2-Pack Gray", "asin": "B07Y2DXXPR", "price": "$19.88", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs 30x20, Extra Soft Absorbent Chenille Bath Rugs, Rubber Backing Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub and Shower, Home Decor Accessories, Grey", "asin": "B0CFGYFCYL", "price": "$9.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "MontVoo -Bath Mat-Rubber Backing Non SlipThin Bathroom Rugs Fit Under Door- Quick Dry Absorbent Faux Suede Surface Grey Bathroom Floor Mats-Shower Rug for in Front of Bathtub Shower Gray 16x24", "asin": "B09CTQF92M", "price": "$9.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "OLANLY Bathroom Rugs Mat 30x20, Extra Soft Absorbent Microfiber Bath Rugs, Rubber Backing, Quick Dry, Machine Washable Bath Mats for Bathroom Floor, Tub, Shower and Home Decor Accessories, Grey", "asin": "B0CBP8CL71", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "SAFAVIEH Vision Collection Accent Rug - 4' x 6', Aqua, Modern Ombre Tonal Chic Design, Non-Shedding & Easy Care, Ideal for High Traffic Areas in Entryway, Living Room, Bedroom (VSN606B)", "asin": "B018B3F55C", "price": "$59.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"}, {"title": "Andecor Soft Fluffy Bedroom Rugs, 4 x 6 Feet Indoor Shaggy Plush Area Rug for Boys Girls Kids Baby College Dorm Living Room Home Decor Floor Carpet, Grey", "asin": "B07PLCSM5J", "price": "$9.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "LOCHAS Ultra Soft Indoor Modern Area Rugs Fluffy Living Room Carpets for Children Bedroom Home Decor Nursery Rug 4x5.3 Feet, Gray", "asin": "B06XCF7QFR", "price": "$12.10", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "HOMFINE Washable Modern Area Rug - Geometric Style 5x7 Rugs for Living Room, Bedroom, Machine Washable Rug Soft Non Slip Non Shedding Area Rug - Grey, 5'x7'", "asin": "B0CGB1DQ97", "price": "$59.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Arotive Luxury Chenille Bathroom Rug Mat, Extra Soft Thick Absorbent Shaggy Bath Rugs, Non-Slip Machine Wash Dry Plush Bath Mats for Bathroom, Shower, and Tub (24\"x16\", Light Grey)", "asin": "B092Z9NK2S", "price": "$8.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic", "asin": "B08Z84XJBM", "price": "$22.79", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Merelax Modern Soft Fluffy Large Shaggy Rug for Bedroom Livingroom Dorm Kids Room Indoor Home Decorative, Non-Slip Plush Furry Fur Area Rugs Comfy Nursery Accent Floor Carpet 4'x6' Ivory", "asin": "B08DXNHNV1", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug", "asin": "B085XT1FS3", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Ophanie 6x9 Area Rugs for Living Room, Large Big Grey Fluffy Shag Fuzzy Plush Soft Carpets, Floor Shaggy Rug for Bedroom, Gray Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic", "asin": "B0DG298VQ7", "price": "$43.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "5x7 Washable Rugs Grey Blue Hallway Area Rug Indoor Accent Rug Abstract Non Slip Low Pile Carpet Distressed Throw Aesthetic Rug for Bedroom Living Room Office Dining Room Kitchen Laundry Room", "asin": "B0CS9BN7TV", "price": "$41.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "vivorug Washable Rug, Ultra Soft Area Rug 8x10, Non Slip Abstract Rug Foldable, Stain Resistant Rugs for Living Room Bedroom, Modern Fuzzy Rug (Gray/Rust, 8'x10')", "asin": "B0BJ63P1H8", "price": "$139.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative", "asin": "B09MVZ7VCN", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon."}, {"title": "Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey", "asin": "B097479QQY", "price": "$21.84", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Litanika 4x6 Shag Area Rug for Living Room Bedroom, Tie-Dyed Beige High Pile Soft Plush Shaggy Furry Cream Bedside Playroom Dorm Carpet, Non-Slip, Non-Shedding Modern Indoor Floor Rug", "asin": "B0CJVBMVS8", "price": "$16.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Amdrebio Pink Round Rug 4Ft for Girls Bedroom, Fluffy Circle Area Rugs for Kids Room Decor Aesthetic, Shag Fuzzy Carpet for Living Room, Nursery, Dorm, Classroom, Teen, Cute Baby Play Mat, Washable", "asin": "B085C9LRJB", "price": "$17.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Rugshop Modern Wavy Circles Design Area Rug 5'3\" x 7'3\" Gray", "asin": "B07D3YHT2B", "price": "$65.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Shag Area Rug 5x7 Feet Extra Soft Rugs for Living Room, High Pile Indoor Carpet for Bedroom, Playroom, Nursery, Home Decor, Geometric, Dark Grey/White", "asin": "B0CWZW3BSP", "price": "$24.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Abstract Large Soft Indoor Washable Rug Neutral Modern Low Pile Carpet for Bedroom Dining Room Farmhouse Home Office - Beige Blue", "asin": "B0C4331NLJ", "price": "$59.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM Gloria Abstract Shag Accent Rug, 3x5, Beige", "asin": "B0BL29V7NJ", "price": "$43.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members Only 8 left in stock - order soon."}, {"title": "Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor", "asin": "B0BLHJZSX8", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "5x7 Washable Area Rug Grey Abstract Modern Living Room Bedroom Throw Rug Non Slip Soft Thin Simple Indoor Floor Carpet for Office Entryway Kitchen Nursery Home Decor", "asin": "B0CRYBGXBT", "price": "$44.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "PURRUGS Dirt Trapper Door Mat 20\" x 31.5\", Non-Slip Machine Washable Entry Rug, Shoe Scraper, Dog Doormat, Super Absorbent Welcome Mat for Front & Back Door, Muddy Shoes & Paws, Bluish Grey-Black", "asin": "B09QC7GNLG", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Tepook Area Rugs 8x10 for Living Room, Super Soft Fluffy Rugs for Bedroom, Modern Shaggy Rug Fuzzy Carpets for Kids, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Black", "asin": "B0CJBZC48X", "price": "$99.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 4x5.9 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black", "asin": "B08TRF4SMP", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs - 5x7 Washable Large Soft Neutral Boho Moroccan Bohemian Farmhouse Rug Indoor Floor Carpet for Bedroom Under Dining Table Home Office Decor - Cream Brown", "asin": "B0BLS4BR95", "price": "$55.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Andency 4x6 Shag Area Rug for Living Room, Tie-Dyed Dark Grey Soft Fuzzy Plush Indoor Carpets for Bedroom, Non Skid Fluffy Faux Fur Rug for Room", "asin": "B0C7FXNPTG", "price": "$15.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Lahome Boho Living Room 3x5 Washable Rugs for Entryway Lightweight Woven Grey Mat with Tassels, Farmhouse Bathroom Rug Non Shedding Area Carpet for Bedroom Office Camper RV Decor", "asin": "B0BPCQ4GCG", "price": "$34.84", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug Living Room Rugs: 5x7 Large Soft Indoor Carpet Modern Abstract Rug with Non Slip Rubber Backing for Under Dining Table Nursery Home Office Bedroom White Gray Blue", "asin": "B0BZKNTWBY", "price": "$69.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "DweIke 4x6 Area Rug for Living Room, Machine Washable Rug Carpet for Rooms Decor, Low Pile Bordered Rugs with Rubber-Backed, Non-Slip Throw Carpets for Bedroom Apartment Dining Room, Grey", "asin": "B0DPGLJJ1P", "price": "$29.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Black Rugs for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Area Rugs Shag Carpet for Nursery Kids PlayRoom Dorm Office Indoor 1.7'' Thick Modern Plush Carpets Boys", "asin": "B0DHRCV8WM", "price": "$16.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Carpet: 5x7 Large Moroccan Soft Fluffy Geometric Washable Bedroom Rugs Dining Room Home Office Nursery Low Pile Decor Under Kitchen Table Light Brown/Ivory", "asin": "B0BL769CSF", "price": "$69.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rug 5x7 Washable Rug Boho Soft Abstract Pattern Non-Slip Non-Shedding Faux Wool Vintage Rug for Living Room, Bedroom Rug, Farmhouse, Dining Room, Indoor, Kids Playroom, Blue", "asin": "B0C9JC317D", "price": "$50.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Noahas Fluffy Area Rugs for Living Room,4x5.3 Feet Black Rugs for Bedroom,Thick Shag Throw Floor Carpet,Soft Shaggy Bedside Non-Slip Plush Dorm Nursery Kids Rug Home Decor Aesthetic", "asin": "B09TDC6XJL", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko 4x6 Grey Area Rugs for Bedroom, Soft Modern Living Room Rug Indoor Non Slip Low Pile Washable Rug Fluffy Fuzzy Memory Foam Carpets Throw Rugs for Kids Nursery Classroom Dorm Room Decor", "asin": "B0D2DJ6VC6", "price": "$26.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Lahome Moroccan Blue Rug - 3x5 Non-Slip Washable Soft Rug for Bedroom Floor Throw Low-Profile Carpets for Living Room, Geometric Print Distressed Indoor Modern Rug for Entryway Dining Room Bahtroom", "asin": "B0CGRHGDQ2", "price": "$39.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "nuLOOM 5x8 Thigpen Contemporary Area Rug, Grey, Abstract Lines, Non-Slip Backing, Stain Resistant, For Bedroom, Dining Room, Living Room, Hallway, Office, Kitchen, Entryway", "asin": "B013EZ693Y"}, {"title": "Area Rug Living Room Rugs 5x7 - Large Soft Boho Geometric Rugs, Non-Slip Foldable Washable Area Rug Non Shedding Morden Indoor Floor Carpet for Living Bedroom Office Dining Room (Beige,5' x 7')", "asin": "B0CRVFZPDH", "price": "$45.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "4x6 Light Grey Fluffy Shag Area Rug for Bedroom, Ultra Soft Fuzzy Plush Washable Carpet for Living Room, Modern Cozy Non Skid Furry Shaggy Rug for Kids Baby Boys Nursery Dorm,Tie-Dye Gray", "asin": "B0C6GBW462", "price": "$13.19", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Vintage 3' x 5 ' Washable Area Rug - Stylish Indoor Rug for Living, Dining or Bedroom - Lightweight Carpet with Non-Slip Backing - Foldable for Easy Placement and Maintenance - Grey", "asin": "B0CLNRN1Q8", "price": "$23.90", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Fluffy Shag Area Rug, 4x6 Grey Rugs for Bedroom, Soft Plush Area Rugs for Living Room, Non-Slip Indoor Carpet for Nursery, Study Room, Dressing Room, Home Decor", "asin": "B0CP948N4Q", "price": "$15.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:32:18.562Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:33:06.047Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:33:06.047Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:33:06.047Z	input	地板垫	rule	2025-04-13T04:33:06.047Z	input	地板垫	train	252	2025-04-13T04:33:06.047Z	input	地板垫	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:33:06.047Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T01:31:25.004Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:25.253Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:31.755Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 \\u94f6\"}\n{\"timestamp\": \"2025-04-08T01:31:32.024Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:38.260Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263 silver\"}\n{\"timestamp\": \"2025-04-08T01:31:38.516Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:42.383Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T01:31:43.603Z\", \"action\": \"input\", \"action_argument\": \"\\u5e73\\u5b89\\u6263\"}\n{\"timestamp\": \"2025-04-08T01:31:43.858Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:12:01.493Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:12:24.164Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:12:35.377Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:37.752Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:39.215Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:40.989Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:42.789Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:44.115Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:45.754Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:12:57.777Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-08T02:20:17.611Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:20:17.649Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-08T02:24:25.794Z\", \"action\": \"click_product\", \"action_argument\": \"B09ZPB85JC\"}\n{\"timestamp\": \"2025-04-08T02:24:27.519Z\", \"action\": \"click_product\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:25:15.270Z\", \"action\": \"purchase\", \"action_argument\": \"B0CKPB8DNK\"}\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\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\"search_term\": [{\"term\": \"\\u5730\\u677f\\u57ab\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"price\": \"$28.00\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Unique Loom Outdoor Border Collection Area Rug - Multi Border (4' 1\\\" x 6' 1\\\" Rectangle, Tan/ Light Brown)\", \"asin\": \"B074XMMG19\", \"price\": \"$65.47\", \"quantity\": \"\"},\n{\"title\": \"Lahome Washable Area Rugs 5x7 Green Rugs for Living Room,Boho Rug for Bedroom,Dining Room Carpet for Under Table, Distressed Non Slip Low Pile Carpet for Indoor Home Office Nursery(5'x7',Green)\", \"asin\": \"B0D6FP4WPM\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"jinchan Green Floral 3x5 Area Rugs for Entryway - Machine Washable Vintage Distressed Design Low-Pile Soft Non-Shedding Carpet for Kitchen Bedroom Entrance Laundry Living Room (3x5ft,Dark Green)\", \"asin\": \"B0CYL2VNJ3\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Unique Loom Solid Shag Collection Area Rug (6' 1\\\" Round, Cloud Gray)\", \"asin\": \"B01DN406TY\", \"price\": \"$53.99\", \"quantity\": \"\"},\n{\"title\": \"Lahome Moroccan Trellis Washable Area Rugs 5x7, 5x7 Area Rugs for Living Room Bedroom, Indoor Non-Slip Large Oriental Accent Throw Carpet for Kitchen Entryway Bathroom Office, Cream/Multi\", \"asin\": \"B0BPB9K72C\", \"price\": \"$59.99\", \"quantity\": \"\"},\n{\"title\": \"Keen Home Design 4x6 Rug - Machine Washable Area Rug with Non-Slip Backing, Ideal for Living Room, Dining Room, Bedroom - Vintage, Easy Clean, Durable, Low Pile Rug - (4' x 6')\", \"asin\": \"B0CB75BNVB\", \"price\": \"$74.99\", \"quantity\": \"\"},\n{\"title\": \"Machine Washable Area Rug 5x7 Grey Large Living Room Indoor Accent Rug Neutral Modern Abstract Low Pile Carpet Non Slip Distressed Throw Rug Bedroom Office Dining Room Kitchen Laundry\", \"asin\": \"B0CLHZFRFG\", \"price\": \"$46.99\", \"quantity\": \"\"},\n{\"title\": \"Premium Fluffy Sheepskin Rug - Four Pelt Fur Rugs for Living Room, Bedroom or Fireplace - Natural Sheep Skin, Shaggy - Irregular Shaped Genuine Fuzzy Feel - 4ft x 6ft\", \"asin\": \"B00URV4K80\", \"price\": \"$228.75\", \"quantity\": \"\"},\n{\"title\": \"Lahome Moroccan Washable Area Rugs 8x10, 8x10 Rugs for Living Room Bedroom, Ultra-Thin Oriental Non-Slip Foldable Non Shedding Accent Large Carpet for Office Dining Room, Cream/Multi\", \"asin\": \"B0CBJGPQ5N\", \"price\": \"$129.99\", \"quantity\": \"\"},\n{\"title\": \"Unique Loom Outdoor Border Collection Area Rug - Multi Border (4' 1\\\" x 6' 1\\\" Rectangle, Tan/ Light Brown)\", \"asin\": \"B074XMMG19\", \"price\": \"$65.47\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Livabliss Hapsburg Moroccan Shag Area Rug, 5'3\\\" x 7'3\\\", Beige.\\\" Rated 4.4 out of 5 stars by 6165 reviews. Eligible for Prime.\", \"asin\": \"B07Q13HHK7\"},\n{\"title\": \"Go to detail page for \\\"Livabliss Odelia Vintage Bohemian Area Rug,5'3\\\" x 7'3\\\",Garnet/Navy.\\\" Rated 4.5 out of 5 stars by 1934 reviews. Eligible for Prime.\", \"asin\": \"B07ZS8ZDDL\"},\n{\"title\": \"Go to detail page for \\\"Livabliss Alfons Medallion Oriental Area Rug,5' x 7'6\\\",Red/Gold.\\\" Rated 4.4 out of 5 stars by 97 reviews. Eligible for Prime.\", \"asin\": \"B08QZQSR8Q\"}],\n\"search_results\": [{\"title\": \"TABAYON Shaggy Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVYKRGM\", \"price\": \"$8.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Ophanie Upgrade 4x6 Rugs for Bedroom, Grey, Fluffy Shaggy Soft Area Rug, Gray Non-Slip Indoor Floor Carpet for Living Room, Kids Baby Boys Teen Dorm Home Decor Aesthetic, Nursery, Rug\", \"asin\": \"B085XT1FS3\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Latepis Small Grey Rug 2x3 Fluffy Rug Washable Rugs Faux Rabbit Fur Rug Shag Rug Gray Rug Plush Furry Shaggy Rug for Bedroom Dorm Chair Seat Cover Nursery Rug Teen Room\", \"asin\": \"B0BXL72MTM\", \"price\": \"$13.19\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TWINNIS Super Soft Shaggy Rugs Fluffy Carpets, 3x5 Feet, Indoor Modern Plush Area Rugs for Living Room Bedroom Kids Room Nursery Home Decor, Upgrade Anti-Skid Rectangular Fuzzy Rug, Black\", \"asin\": \"B0915TGVZM\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Washable Area Rug 4x6, Non-Slip Vintage Floral Rug Low Pile Stain Resistant Chenille Throw Carpet for Living Room Bedroom Kitchen Dining Room Dorm Farmhouse Boho Home Decor (Blue)\", \"asin\": \"B0D732PYQX\", \"price\": \"$21.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Ophanie Area Rugs for Bedroom Living Room, Grey Fluffy Fuzzy Shag Shaggy Soft Plush Carpet, 4x6 Indoor Floor Gray Rug for Kids Home Dorm Decor Aesthetic\", \"asin\": \"B0852WLH7M\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Chicrug Soft Runner Rugs for Bedroom Living Room Plush Fluffy Rug 2x6 Feet, Shag Furry Area Rug Carpet Non Shedding for Nursery Children Kids Girls Room Home Decorative, Grey\", \"asin\": \"B097479QQY\", \"price\": \"$21.84\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Merelax Soft Modern Indoor Shaggy Area Rug for Bedroom Livingroom Dorm Kids Room Home Decorative, Non-Slip Plush Fluffy Furry Fur Rugs Comfy Nursery Accent Floor Carpet 2x3 Feet, Black\", \"asin\": \"B08MLN8KW7\", \"price\": \"$5.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Kimicole Grey Area Rug for Bedroom Living Room Carpet Home Decor, Upgraded 4x5.9 Cute Fluffy Shag Nursery Rug for for Baby Room Decorations, Apartment Dorm Room Essentials for Teen Girls Kids\", \"asin\": \"B095ZJBLP3\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Andecor Soft Fluffy Bedroom Rugs, 4 x 6 Feet Indoor Shaggy Plush Area Rug for Boys Girls Kids Baby College Dorm Living Room Home Decor Floor Carpet, Grey\", \"asin\": \"B07PLCSM5J\", \"price\": \"$9.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Small Black Area Rug, 2x3 Rug for Bedroom Shaggy Throw Rugs for Dorm Rug, Soft Shag Carpet for Kids Room, Plush Comfy Fluffy Bedside Rug for Home Decor Aesthetic\", \"asin\": \"B0D1VJ3KMF\", \"price\": \"$7.59\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Machine Washable Rugs 3x5 Boho Small Area Rug for Bedroom,TPR 3'x5' Non Slip Rugs for Under Table Carpet for Laundry Kids Dining Room 3x5 Grey\", \"asin\": \"B0DTFXZZ93\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Tue, Apr 15 Only 4 left in stock - order soon.\"},\n{\"title\": \"Camel Plush Shag Faux Rabbit Washable Fuzzy Fur Rugs for Living Room Bedroom Kids Circle Small Nursery Area Rug Round Rug 3ft\", \"asin\": \"B0BZXGKLQB\", \"price\": \"$21.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Washable Area Rug 4x6 \| Non Slip Area Rug for Living Room, Bedrooms, Dining Room \| Ultra-Soft Flannel Carpet Area with Rubber Backing (Light Grey, 4x6)\", \"asin\": \"B0DLR78WCH\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Ophanie Small Rug Throw Non Slip Rugs for Bedroom, Mini Area Rug, Fluffy Grey Carpet, Affordable Door Entryway Indoor Inside Front Entrance Dog 2x3 Mat, Home Decor Aesthetic, Nursery\", \"asin\": \"B0DCZTP68L\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"LOCHAS Ultra Soft Indoor Modern Area Rugs Fluffy Living Room Carpets for Children Bedroom Home Decor Nursery Rug 4x5.3 Feet, Gray\", \"asin\": \"B06XCF7QFR\", \"price\": \"$12.10\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Noahas Fluffy Grey Rugs for Bedroom Living Room,2.6'X5.3' Oval Throw Rug for Kids Room,Shag Hallway Runner Rug,Small Soft Shaggy Bedside Non-Slip Plush Nursery Dorm Carpet Home Decor Aesthetic\", \"asin\": \"B06XQWQCD3\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"HQAYW Fluffy Rug for Bedroom Living Room,4x6 Shag Area Rugs for Bedroom, Soft Fluffy Shaggy Bedside Rug,Indoor Floor Carpet for Kids Girls and Boys, Dorms, Nursery, Home Decor Aesthetic,Grey\", \"asin\": \"B0DPJ33WDZ\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TABAYON Shaggy Tie Dyed Light Grey Rug, 2x3 Area Rugs for Living Room, Anti-Skid Extra Comfy Fluffy Floor Carpet for Indoor Home Decorative\", \"asin\": \"B09MVZ7VCN\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14 Only 20 left in stock - order soon.\"},\n{\"title\": \"Lahome Green Area Rugs 3x5,Non-Slip Bathroom Rugs,Washable Small Rugs for Bedroom,Boho Modern Abstract Soft Non-Slip Low-Pile Indoor Area Rug for Kitchen Entryway(3'x5',Green)\", \"asin\": \"B0D8PVT8Z5\", \"price\": \"$39.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Anidaroel Area Rug 4x6 Washable Living Room Rugs, Soft Boho Rug for Bedroom, Non Slip Stain Resistant Indoor Throw Carpet, Distressed Entryway Kitchen Rugs for Apartment Dining Room, Dark Green\", \"asin\": \"B0CP2BNCTZ\", \"price\": \"$38.69\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Lahome Washable Area Rugs 5x7 Green Rugs for Living Room,Boho Rug for Bedroom,Dining Room Carpet for Under Table, Distressed Non Slip Low Pile Carpet for Indoor Home Office Nursery(5'x7',Green)\", \"asin\": \"B0D6FP4WPM\", \"price\": \"$49.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Soft Fluffy 5x7 Shag Area Rugs for Bedroom, Plush Fuzzy Shaggy Rugs for Living Room Classroom Nursery Dorm Room Home Decor, Anti-Skid Rugs for Kids Girls Boys Room, Cream White\", \"asin\": \"B0CBQG5C68\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"LOCHAS Fluffy Bedroom Rug 2.6' x 5.3', Shaggy Area Rug for Bedroom Bedside, Soft Oval Throw Rugs Carpet for Living Room Kids Girls Home Decor\", \"asin\": \"B01N7DNQG4\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Andecor Soft Area Rug, 4x6 Grey Washable Rugs for Living Room Bedroom, Indoor Fluffy Carpets for Dorm Boys Girls Kids Room Nursery Home Decorations\", \"asin\": \"B0CLDD5H9N\", \"price\": \"$23.79\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"OLANLY 2x3 Machine Washable Small Bedside Rug, Soft Fluffy Shaggy Entryway Throw Rugs for Bedroom, Living Room, Indoor Floor Carpet for Kids Girls and Boys, Nursery Rooms, Home Decor Aesthetic, Grey\", \"asin\": \"B0D9GF75NK\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Area Rug Living Room Rugs: 5x7 Machine Washable Boho Large Neutral Farmhouse Stain Resistant Moroccan Indoor Floor Carpet for Bedroom Nursery Dorm Classroom Playroom Dining Room Home House- Brown\", \"asin\": \"B0CQYM7VP8\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Tue, Apr 15 Only 12 left in stock - order soon.\"},\n{\"title\": \"Unique Loom Outdoor Border Collection Area Rug - Multi Border (4' 1\\\" x 6' 1\\\" Rectangle, Tan/ Light Brown)\", \"asin\": \"B074XMMG19\", \"price\": \"$65.47\", \"delivery\": \"FREE delivery Wed, Apr 16 for Prime members\"},\n{\"title\": \"DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic\", \"asin\": \"B08Z84XJBM\", \"price\": \"$22.79\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"TWINNIS 4x6 Large Shag Area Rugs for Living Room Bedroom, Tie-Dye Light Grey Indoor Super Soft Fuzzy Plush Rugs, Upgrade Anti-Skid Modern Rugs Fluffy Carpets for Kids Room Nursery Home Decor\", \"asin\": \"B0CDLT6GH6\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Grey White Rug for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Fuzzy Area Rugs Shag Carpet for Nursery Kids Play Room Dorm Office Indoor 1.7'' Thick Soft Modern Plush Carpets Gray\", \"asin\": \"B0D99YKVJS\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"MOONLIGHT20015 Small Area Rugs for Living Room \\u2013 Soft & Fluffy Entryway Beige 2x3 Shaggy Carpet, Non-Slip Indoor Floor Rug for Bedroom, Nursery, and Kids Room \\u2013 Modern Aesthetic Home Decor\", \"asin\": \"B0DK418ZTL\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Grey Shaggy Rugs for Bedroom Living Room, 4x5.9 Feet Super Soft Fluffy Fuzzy Area Rug for Kids Baby Nursery, Modern Indoor Plush Carpet for Home Decor, Floor Furry Rugs for Children Dorm Rug\", \"asin\": \"B096RC8F6Z\", \"price\": \"$17.09\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Ultra Soft Runner Rugs for Bedroom Hallways with Upgraded Non-Slip Rubber Backing & Thick Memory Sponge, 2x6 Feet Fluffy Shag Throw Area Rug for Bedside Dorm Dark Grey\", \"asin\": \"B0DNMHVJ6Q\", \"price\": \"$17.92\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"HOMORE Small Rugs for Bedroom 2x3 Feet Beige Rug for Bedroom Bedside Soft Fluffy Area Rugs for Desk Indoor Entrance Door Mat, Small Runner Rugs and Carpets for Dorm Nursery, Light Tan\", \"asin\": \"B0DDNPBZCP\", \"price\": \"$13.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Ophanie Upgrade 5x8 Rugs for Living Room,Grey Fluffy Carpet Large Fuzzy Plush Shag Comfy Soft, Non-Slip Indoor Floor Carpet,for Kids Boys Girls, Room,Bedroom,Playroom, Home Decor Aesthetic\", \"asin\": \"B0DG23ZRCF\", \"price\": \"$29.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor\", \"asin\": \"B0BLHJZSX8\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Zentavio 2x3 Rug Bedside Dorm Area Rug College Essentials Non Slip Grey Small Carpets for Bedroom Anti Slip Fluffy Gray Living Room Rugs Home Decor Aesthetic Nursery\", \"asin\": \"B0DC6HLS6R\", \"price\": \"$13.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Keeko 2x3 Grey Area Rugs for Bedroom Living Room, Soft Modern Indoor Throw Rugs Low Pile Fluffy Small Rug Door Mat Washable Non Slip Entryway Rug Carpet for Nursery Home Kids Room Decor\", \"asin\": \"B0D2DHFH2M\", \"price\": \"$14.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"YJ.GWL Shag Runner Rug Non Slip for Bedroom Living Room Soft Small Rugs for Dorm, 2x6 Feet Grey Plush Carpet Runner for Nursery Dorm, Fuzzy Bedside Rug for Kids Boys Girls Room Home Decor\", \"asin\": \"B0BNDS6HLM\", \"price\": \"$13.79\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Large Ultra Soft Modern Area Rugs for Living Room Bedroom, 4x6 Feet Dark Grey Thickened Memory Foam Indoor Solid Minimalist Carpets, Non-Slip Comfy Rug for Boys Girls Nursery Room Home Decor\", \"asin\": \"B0CYZ9SPQ5\", \"price\": \"$28.49\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"H.VERSAILTEX Area Rugs for Living Room 5x7 Feet Fluffy Shag Large Fuzzy Plush Soft Throw Rug, Modern Large Shaggy Floor Big Carpets for Bedroom, Kids Home Decor Aesthetic, Nursery, French Oak\", \"asin\": \"B0D22LNXFB\", \"price\": \"$105.99\", \"delivery\": \"FREE delivery Tue, Apr 15\"},\n{\"title\": \"Gray Rugs for Bedroom Living Room, 4x6 ft Grey Area Rug, Washable Memory Foam Indoor Carpet, Modern Aesthetic Minimalist Non-Slip Carpets for Boys Girls Adults Home Decor\", \"asin\": \"B0DJ8YNPSF\", \"price\": \"$27.54\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"TWINNIS Large Area Rugs for Living Room Bedroom, 5x8 Feet, Super Soft Indoor Thickened Memory-Foam Carpets Easy-Cleaning, Modern Aesthetic Minimalist Comfy Rug for Kids Room Home Decor, Dark Grey\", \"asin\": \"B0D5YDMGVJ\", \"price\": \"$44.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"junovo Small Fluffy Area Rugs Shaggy Living Room Rug Soft Fuzzy Shag Carpet Bedside Rug Floor Mat for Nursery Dorm Home Decor Aesthetic, 2x3 Feet,Black\", \"asin\": \"B0DBQD7BLP\", \"price\": \"$7.97\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"HEBE Washable Area Rug - 3'x5' Non Slip Soft Distressed Medallion Bedroom & Living Room Accent Throw Vintage Entry Floor Carpet for Dining Room & Bathroom Entryway\", \"asin\": \"B0C8M1W8HV\", \"price\": \"$33.29\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"Small Black Area Rug 2x3 Fluffy Shaggy Rug for Bedroom, Soft Indoor Floor Throw Carpet for Nursery Boys Girls Kids Room Bedside Dorm Modern Aesthetic Home Decor, Upgraded Non-Slip\", \"asin\": \"B0DRS6BX34\", \"price\": \"$7.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Pettop Area Rugs for Bedroom Living Room, 4x6 Grey Thickened Memory-Foam Indoor Carpets, Modern Aesthetic Minimalist Super Soft Comfy Carpet for Boys Girls Adults Room Dorm Home Decor\", \"asin\": \"B0CW1JKRC5\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Softlife Fluffy Rugs for Bedroom, Shag Cute Area Rug for Girls and Kids Baby Room Home Decor, 2.6 x 5.3 Feet Oval Indoor Carpet for Nursery Dorm Living Room, Grey\", \"asin\": \"B072BP5NG6\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Keeko Small Bedroom Runner Rug 2x4, Grey Fluffy Bedside Rugs for Kids Room Nursery Living Room Shag Entryway Throw Rug Fuzzy Indoor Area Carpet Cute Rugs for Boy Baby Girl Room Dorm Decor\", \"asin\": \"B09WJ42XS1\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Toneed Fluffy Runner Rug for Bedroom Living Room, 2 x 6 Feet Gray Shaggy Rug Super Soft Modern Indoor Area Rug Fuzzy Plush Carpet for Dorm Nursery Kids Room Home Decorative\", \"asin\": \"B0C3QZKV76\", \"price\": \"$14.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Lascpt Super Soft Shag Area Rug for Living Room, 3x5 ft Grey Rug for Girls Bedroom, Modern Plush Throw Rug for Kids Room, Fuzzy Floor Carpet for Indoor Dorms Office Nursery Women Home Decor\", \"asin\": \"B0967Q5TJR\", \"price\": \"$18.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Ophanie Small Throw Rugs for Bedroom, 2x3 Non Slip Mini Area Rug, Affordable Fluffy Grey Carpet, Door Entryway Indoor Inside Front Entrance Dog Mat, Home Decor Aesthetic, Nursery\", \"asin\": \"B0852XDNKT\", \"price\": \"$7.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Area Rugs for Bedroom Living Room, 4x6 Soft Large Fluffy Fuzzy Shag Plush Furry Carpet, Soft Indoor Floor Mat for Kids Nursery Home Dorm Office Decor Aesthetic, Light Grey\", \"asin\": \"B0DHXLX7DN\", \"price\": \"$18.04\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Kelarea Super Soft Shaggy Rug Fluffy Bedroom Carpets, 3x5 Feet Grey, Modern Indoor Fuzzy Plush Area Rugs for Living Room Dorm Home Decorative Kids Girls Children's Floor Rugs\", \"asin\": \"B09581QVM2\", \"price\": \"$17.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"PAGISOFE Grey Fluffy Rugs for Bedroom 4x6 Area Rug Shag Rug for Kids Room Furry Carpet Modern Living Room Rug Soft Shaggy Boys Rug Fuzzy Throw Rugs for Home Decor Aesthetic, Dorm Nursery Gray\", \"asin\": \"B0CCSHZSKY\", \"price\": \"$14.39\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Rostyle Fluffy Small Black Rug for Bedroom, 2x3 Shaggy Carpet, Thick Throw, Fuzzy Dorm, Soft Indoor Floor for Kids Room Decor Aesthetic\", \"asin\": \"B0CW9DWD7N\", \"price\": \"$9.96\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Jelymark Shag Moroccan Area Rug for Living Room, 4x6 Feet Modern Geometric Rug, Fluffy Distressed Faux Wool Floor Carpet, Memory Foam Rug for Bedroom Nursery Kids Room Home Decor, Light Grey/White\", \"asin\": \"B0CH3M1M65\", \"price\": \"$19.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Tepook Super Soft Fluffy Rug for Bedroom, Modern Shaggy Rug Fuzzy Kids Rug for Living Room, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Grey, 2 X 3 Feet\", \"asin\": \"B094Z9BT28\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"3x5 Grey Fluffy Shag Rug for Bedroom Soft Plush Fuzzy Washable Non Slip Carpet, Modern Floor Cozy Furry Shaggy Small Area Rug for Living Room, Kids Baby Boys Girls Nursery Dorm Room\", \"asin\": \"B0D97NJ967\", \"price\": \"$12.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"Large Area Rugs for Living Room, 6x9 Feet Fluffy Shag Fuzzy Plush Soft Bedroom Area Rugs, Indoor Floor Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic, Tie-Dyed Dark Gray\", \"asin\": \"B0C7VPNLB6\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"},\n{\"title\": \"junovo Oval Fluffy Ultra Soft Area Rugs for Bedroom Plush Shaggy Carpet for Kids Room Bedside Nursery Mats, 2.6 x 5.3ft, Grey\", \"asin\": \"B0734LM76M\", \"price\": \"$18.99\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items\"},\n{\"title\": \"Washable Rug for Bedroom, 2x6 Grey Fluffy Runner Rugs, Super Soft Modern Indoor Hallway Runner Carpet for Living Room Kids Boys Girls Dorm Bedside Nursery Home Decor, Grey/White\", \"asin\": \"B0D69PKNFC\", \"price\": \"$22.49\", \"delivery\": \" Two-Day FREE delivery Mon, Apr 14\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-13T04:33:06.441Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": 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10 PM on $25 of qualifying items"}, {"title": "Andecor Soft Area Rug, 4x6 Grey Washable Rugs for Living Room Bedroom, Indoor Fluffy Carpets for Dorm Boys Girls Kids Room Nursery Home Decorations", "asin": "B0CLDD5H9N", "price": "$23.79", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "OLANLY 2x3 Machine Washable Small Bedside Rug, Soft Fluffy Shaggy Entryway Throw Rugs for Bedroom, Living Room, Indoor Floor Carpet for Kids Girls and Boys, Nursery Rooms, Home Decor Aesthetic, Grey", "asin": "B0D9GF75NK", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Area Rug Living Room Rugs: 5x7 Machine Washable Boho Large Neutral Farmhouse Stain Resistant Moroccan Indoor Floor Carpet for Bedroom Nursery Dorm Classroom Playroom Dining Room Home House- Brown", "asin": "B0CQYM7VP8", "price": "$69.99", "delivery": "FREE delivery Tue, Apr 15 Only 12 left in stock - order soon."}, {"title": "Unique Loom Outdoor Border Collection Area Rug - Multi Border (4' 1\" x 6' 1\" Rectangle, Tan/ Light Brown)", "asin": "B074XMMG19", "price": "$65.47", "delivery": "FREE delivery Wed, Apr 16 for Prime members"}, {"title": "DweIke Fluffy Area Rug for Living Room Bedroom, 3x5 Sage Green Carpet for Rooms, Soft Shaggy Plush Rugs for Kids Girls Boys, Fuzzy Shag Indoor Floor Carpets for Home Dorm Decor Aesthetic", "asin": "B08Z84XJBM", "price": "$22.79", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "TWINNIS 4x6 Large Shag Area Rugs for Living Room Bedroom, Tie-Dye Light Grey Indoor Super Soft Fuzzy Plush Rugs, Upgrade Anti-Skid Modern Rugs Fluffy Carpets for Kids Room Nursery Home Decor", "asin": "B0CDLT6GH6", "price": "$24.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Grey White Rug for Living Room Fluffy 4x6 ft Bedroom Rug Non-Slip Fuzzy Area Rugs Shag Carpet for Nursery Kids Play Room Dorm Office Indoor 1.7'' Thick Soft Modern Plush Carpets Gray", "asin": "B0D99YKVJS", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "MOONLIGHT20015 Small Area Rugs for Living Room \u2013 Soft & Fluffy Entryway Beige 2x3 Shaggy Carpet, Non-Slip Indoor Floor Rug for Bedroom, Nursery, and Kids Room \u2013 Modern Aesthetic Home Decor", "asin": "B0DK418ZTL", "price": "$13.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Grey Shaggy Rugs for Bedroom Living Room, 4x5.9 Feet Super Soft Fluffy Fuzzy Area Rug for Kids Baby Nursery, Modern Indoor Plush Carpet for Home Decor, Floor Furry Rugs for Children Dorm Rug", "asin": "B096RC8F6Z", "price": "$17.09", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Ultra Soft Runner Rugs for Bedroom Hallways with Upgraded Non-Slip Rubber Backing & Thick Memory Sponge, 2x6 Feet Fluffy Shag Throw Area Rug for Bedside Dorm Dark Grey", "asin": "B0DNMHVJ6Q", "price": "$17.92", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "HOMORE Small Rugs for Bedroom 2x3 Feet Beige Rug for Bedroom Bedside Soft Fluffy Area Rugs for Desk Indoor Entrance Door Mat, Small Runner Rugs and Carpets for Dorm Nursery, Light Tan", "asin": "B0DDNPBZCP", "price": "$13.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Ophanie Upgrade 5x8 Rugs for Living Room,Grey Fluffy Carpet Large Fuzzy Plush Shag Comfy Soft, Non-Slip Indoor Floor Carpet,for Kids Boys Girls, Room,Bedroom,Playroom, Home Decor Aesthetic", "asin": "B0DG23ZRCF", "price": "$29.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Hutha 4x6 Large Area Rugs for Living Room, Super Soft Fluffy Modern Bedroom Rug, Tie-Dyed Light Grey Indoor Shag Fuzzy Carpets for Girls Kids Nursery Room Home Decor", "asin": "B0BLHJZSX8", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Zentavio 2x3 Rug Bedside Dorm Area Rug College Essentials Non Slip Grey Small Carpets for Bedroom Anti Slip Fluffy Gray Living Room Rugs Home Decor Aesthetic Nursery", "asin": "B0DC6HLS6R", "price": "$13.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Keeko 2x3 Grey Area Rugs for Bedroom Living Room, Soft Modern Indoor Throw Rugs Low Pile Fluffy Small Rug Door Mat Washable Non Slip Entryway Rug Carpet for Nursery Home Kids Room Decor", "asin": "B0D2DHFH2M", "price": "$14.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "YJ.GWL Shag Runner Rug Non Slip for Bedroom Living Room Soft Small Rugs for Dorm, 2x6 Feet Grey Plush Carpet Runner for Nursery Dorm, Fuzzy Bedside Rug for Kids Boys Girls Room Home Decor", "asin": "B0BNDS6HLM", "price": "$13.79", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Large Ultra Soft Modern Area Rugs for Living Room Bedroom, 4x6 Feet Dark Grey Thickened Memory Foam Indoor Solid Minimalist Carpets, Non-Slip Comfy Rug for Boys Girls Nursery Room Home Decor", "asin": "B0CYZ9SPQ5", "price": "$28.49", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "H.VERSAILTEX Area Rugs for Living Room 5x7 Feet Fluffy Shag Large Fuzzy Plush Soft Throw Rug, Modern Large Shaggy Floor Big Carpets for Bedroom, Kids Home Decor Aesthetic, Nursery, French Oak", "asin": "B0D22LNXFB", "price": "$105.99", "delivery": "FREE delivery Tue, Apr 15"}, {"title": "Gray Rugs for Bedroom Living Room, 4x6 ft Grey Area Rug, Washable Memory Foam Indoor Carpet, Modern Aesthetic Minimalist Non-Slip Carpets for Boys Girls Adults Home Decor", "asin": "B0DJ8YNPSF", "price": "$27.54", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "TWINNIS Large Area Rugs for Living Room Bedroom, 5x8 Feet, Super Soft Indoor Thickened Memory-Foam Carpets Easy-Cleaning, Modern Aesthetic Minimalist Comfy Rug for Kids Room Home Decor, Dark Grey", "asin": "B0D5YDMGVJ", "price": "$44.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "junovo Small Fluffy Area Rugs Shaggy Living Room Rug Soft Fuzzy Shag Carpet Bedside Rug Floor Mat for Nursery Dorm Home Decor Aesthetic, 2x3 Feet,Black", "asin": "B0DBQD7BLP", "price": "$7.97", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "HEBE Washable Area Rug - 3'x5' Non Slip Soft Distressed Medallion Bedroom & Living Room Accent Throw Vintage Entry Floor Carpet for Dining Room & Bathroom Entryway", "asin": "B0C8M1W8HV", "price": "$33.29", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Small Black Area Rug 2x3 Fluffy Shaggy Rug for Bedroom, Soft Indoor Floor Throw Carpet for Nursery Boys Girls Kids Room Bedside Dorm Modern Aesthetic Home Decor, Upgraded Non-Slip", "asin": "B0DRS6BX34", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pettop Area Rugs for Bedroom Living Room, 4x6 Grey Thickened Memory-Foam Indoor Carpets, Modern Aesthetic Minimalist Super Soft Comfy Carpet for Boys Girls Adults Room Dorm Home Decor", "asin": "B0CW1JKRC5", "price": "$28.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Softlife Fluffy Rugs for Bedroom, Shag Cute Area Rug for Girls and Kids Baby Room Home Decor, 2.6 x 5.3 Feet Oval Indoor Carpet for Nursery Dorm Living Room, Grey", "asin": "B072BP5NG6", "price": "$20.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko Small Bedroom Runner Rug 2x4, Grey Fluffy Bedside Rugs for Kids Room Nursery Living Room Shag Entryway Throw Rug Fuzzy Indoor Area Carpet Cute Rugs for Boy Baby Girl Room Dorm Decor", "asin": "B09WJ42XS1", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Toneed Fluffy Runner Rug for Bedroom Living Room, 2 x 6 Feet Gray Shaggy Rug Super Soft Modern Indoor Area Rug Fuzzy Plush Carpet for Dorm Nursery Kids Room Home Decorative", "asin": "B0C3QZKV76", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Lascpt Super Soft Shag Area Rug for Living Room, 3x5 ft Grey Rug for Girls Bedroom, Modern Plush Throw Rug for Kids Room, Fuzzy Floor Carpet for Indoor Dorms Office Nursery Women Home Decor", "asin": "B0967Q5TJR", "price": "$18.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Ophanie Small Throw Rugs for Bedroom, 2x3 Non Slip Mini Area Rug, Affordable Fluffy Grey Carpet, Door Entryway Indoor Inside Front Entrance Dog Mat, Home Decor Aesthetic, Nursery", "asin": "B0852XDNKT", "price": "$7.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rugs for Bedroom Living Room, 4x6 Soft Large Fluffy Fuzzy Shag Plush Furry Carpet, Soft Indoor Floor Mat for Kids Nursery Home Dorm Office Decor Aesthetic, Light Grey", "asin": "B0DHXLX7DN", "price": "$18.04", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Kelarea Super Soft Shaggy Rug Fluffy Bedroom Carpets, 3x5 Feet Grey, Modern Indoor Fuzzy Plush Area Rugs for Living Room Dorm Home Decorative Kids Girls Children's Floor Rugs", "asin": "B09581QVM2", "price": "$17.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "PAGISOFE Grey Fluffy Rugs for Bedroom 4x6 Area Rug Shag Rug for Kids Room Furry Carpet Modern Living Room Rug Soft Shaggy Boys Rug Fuzzy Throw Rugs for Home Decor Aesthetic, Dorm Nursery Gray", "asin": "B0CCSHZSKY", "price": "$14.39", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rostyle Fluffy Small Black Rug for Bedroom, 2x3 Shaggy Carpet, Thick Throw, Fuzzy Dorm, Soft Indoor Floor for Kids Room Decor Aesthetic", "asin": "B0CW9DWD7N", "price": "$9.96", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Jelymark Shag Moroccan Area Rug for Living Room, 4x6 Feet Modern Geometric Rug, Fluffy Distressed Faux Wool Floor Carpet, Memory Foam Rug for Bedroom Nursery Kids Room Home Decor, Light Grey/White", "asin": "B0CH3M1M65", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Tepook Super Soft Fluffy Rug for Bedroom, Modern Shaggy Rug Fuzzy Kids Rug for Living Room, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Grey, 2 X 3 Feet", "asin": "B094Z9BT28", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "3x5 Grey Fluffy Shag Rug for Bedroom Soft Plush Fuzzy Washable Non Slip Carpet, Modern Floor Cozy Furry Shaggy Small Area Rug for Living Room, Kids Baby Boys Girls Nursery Dorm Room", "asin": "B0D97NJ967", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Large Area Rugs for Living Room, 6x9 Feet Fluffy Shag Fuzzy Plush Soft Bedroom Area Rugs, Indoor Floor Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic, Tie-Dyed Dark Gray", "asin": "B0C7VPNLB6", "price": "$59.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "junovo Oval Fluffy Ultra Soft Area Rugs for Bedroom Plush Shaggy Carpet for Kids Room Bedside Nursery Mats, 2.6 x 5.3ft, Grey", "asin": "B0734LM76M", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Washable Rug for Bedroom, 2x6 Grey Fluffy Runner Rugs, Super Soft Modern Indoor Hallway Runner Carpet for Living Room Kids Boys Girls Dorm Bedside Nursery Home Decor, Grey/White", "asin": "B0D69PKNFC", "price": "$22.49", "delivery": " Two-Day FREE delivery Mon, Apr 14"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:33:06.441Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-13T04:33:06.441Z	click	search	rule	2025-04-13T04:33:06.441Z	click	search	train	253	2025-04-13T04:33:06.441Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T01:31:25.004Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:25.253Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:31.755Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 \u94f6"} {"timestamp": "2025-04-08T01:31:32.024Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:38.260Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263 silver"} {"timestamp": "2025-04-08T01:31:38.516Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:42.383Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T01:31:43.603Z", "action": "input", "action_argument": "\u5e73\u5b89\u6263"} {"timestamp": "2025-04-08T01:31:43.858Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:12:01.493Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:12:24.164Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:12:35.377Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:37.752Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:39.215Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:40.989Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:42.789Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:44.115Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:45.754Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:12:57.777Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-08T02:20:17.611Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:20:17.649Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-08T02:24:25.794Z", "action": "click_product", "action_argument": "B09ZPB85JC"} {"timestamp": "2025-04-08T02:24:27.519Z", "action": "click_product", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:25:15.270Z", "action": "purchase", "action_argument": "B0CKPB8DNK"} {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5730\u677f\u57ab"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "price": "$28.00", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - 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3'x5' Non Slip Soft Distressed Medallion Bedroom & Living Room Accent Throw Vintage Entry Floor Carpet for Dining Room & Bathroom Entryway", "asin": "B0C8M1W8HV", "price": "$33.29", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "Small Black Area Rug 2x3 Fluffy Shaggy Rug for Bedroom, Soft Indoor Floor Throw Carpet for Nursery Boys Girls Kids Room Bedside Dorm Modern Aesthetic Home Decor, Upgraded Non-Slip", "asin": "B0DRS6BX34", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Pettop Area Rugs for Bedroom Living Room, 4x6 Grey Thickened Memory-Foam Indoor Carpets, Modern Aesthetic Minimalist Super Soft Comfy Carpet for Boys Girls Adults Room Dorm Home Decor", "asin": "B0CW1JKRC5", "price": "$28.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Softlife Fluffy Rugs for Bedroom, Shag Cute Area Rug for Girls and Kids Baby Room Home Decor, 2.6 x 5.3 Feet Oval Indoor Carpet for Nursery Dorm Living Room, Grey", "asin": "B072BP5NG6", "price": "$20.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Keeko Small Bedroom Runner Rug 2x4, Grey Fluffy Bedside Rugs for Kids Room Nursery Living Room Shag Entryway Throw Rug Fuzzy Indoor Area Carpet Cute Rugs for Boy Baby Girl Room Dorm Decor", "asin": "B09WJ42XS1", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Toneed Fluffy Runner Rug for Bedroom Living Room, 2 x 6 Feet Gray Shaggy Rug Super Soft Modern Indoor Area Rug Fuzzy Plush Carpet for Dorm Nursery Kids Room Home Decorative", "asin": "B0C3QZKV76", "price": "$14.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Lascpt Super Soft Shag Area Rug for Living Room, 3x5 ft Grey Rug for Girls Bedroom, Modern Plush Throw Rug for Kids Room, Fuzzy Floor Carpet for Indoor Dorms Office Nursery Women Home Decor", "asin": "B0967Q5TJR", "price": "$18.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Ophanie Small Throw Rugs for Bedroom, 2x3 Non Slip Mini Area Rug, Affordable Fluffy Grey Carpet, Door Entryway Indoor Inside Front Entrance Dog Mat, Home Decor Aesthetic, Nursery", "asin": "B0852XDNKT", "price": "$7.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Area Rugs for Bedroom Living Room, 4x6 Soft Large Fluffy Fuzzy Shag Plush Furry Carpet, Soft Indoor Floor Mat for Kids Nursery Home Dorm Office Decor Aesthetic, Light Grey", "asin": "B0DHXLX7DN", "price": "$18.04", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Kelarea Super Soft Shaggy Rug Fluffy Bedroom Carpets, 3x5 Feet Grey, Modern Indoor Fuzzy Plush Area Rugs for Living Room Dorm Home Decorative Kids Girls Children's Floor Rugs", "asin": "B09581QVM2", "price": "$17.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "PAGISOFE Grey Fluffy Rugs for Bedroom 4x6 Area Rug Shag Rug for Kids Room Furry Carpet Modern Living Room Rug Soft Shaggy Boys Rug Fuzzy Throw Rugs for Home Decor Aesthetic, Dorm Nursery Gray", "asin": "B0CCSHZSKY", "price": "$14.39", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Rostyle Fluffy Small Black Rug for Bedroom, 2x3 Shaggy Carpet, Thick Throw, Fuzzy Dorm, Soft Indoor Floor for Kids Room Decor Aesthetic", "asin": "B0CW9DWD7N", "price": "$9.96", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Jelymark Shag Moroccan Area Rug for Living Room, 4x6 Feet Modern Geometric Rug, Fluffy Distressed Faux Wool Floor Carpet, Memory Foam Rug for Bedroom Nursery Kids Room Home Decor, Light Grey/White", "asin": "B0CH3M1M65", "price": "$19.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Tepook Super Soft Fluffy Rug for Bedroom, Modern Shaggy Rug Fuzzy Kids Rug for Living Room, Plush Indoor Nursery Home Decor Rug with Non-Slip Bottom, Grey, 2 X 3 Feet", "asin": "B094Z9BT28", "price": "$9.98", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "3x5 Grey Fluffy Shag Rug for Bedroom Soft Plush Fuzzy Washable Non Slip Carpet, Modern Floor Cozy Furry Shaggy Small Area Rug for Living Room, Kids Baby Boys Girls Nursery Dorm Room", "asin": "B0D97NJ967", "price": "$12.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "Large Area Rugs for Living Room, 6x9 Feet Fluffy Shag Fuzzy Plush Soft Bedroom Area Rugs, Indoor Floor Carpet for Kids Boys Girls Dorm Nursery Home Decor Aesthetic, Tie-Dyed Dark Gray", "asin": "B0C7VPNLB6", "price": "$59.99", "delivery": " Two-Day FREE delivery Mon, Apr 14"}, {"title": "junovo Oval Fluffy Ultra Soft Area Rugs for Bedroom Plush Shaggy Carpet for Kids Room Bedside Nursery Mats, 2.6 x 5.3ft, Grey", "asin": "B0734LM76M", "price": "$18.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"}, {"title": "Washable Rug for Bedroom, 2x6 Grey Fluffy Runner Rugs, Super Soft Modern Indoor Hallway Runner Carpet for Living Room Kids Boys Girls Dorm Bedside Nursery Home Decor, Grey/White", "asin": "B0D69PKNFC", "price": "$22.49", "delivery": " Two-Day FREE delivery Mon, Apr 14"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-13T04:33:06.441Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:24.499Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:24.499Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T02:47:24.499Z	input	登山鞋	rule	2025-04-14T02:47:24.499Z	input	登山鞋	train	254	2025-04-14T02:47:24.499Z	input	登山鞋	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:24.499Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u767b\\u5c71\\u978b\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:24.732Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} <\|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": "\u767b\u5c71\u978b"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:24.732Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T02:47:24.732Z	click	search	rule	2025-04-14T02:47:24.732Z	click	search	train	255	2025-04-14T02:47:24.732Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} <\|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": "\u767b\u5c71\u978b"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:24.732Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u767b\\u5c71\\u978b\"}],\n\"promotion_items\": [{\"title\": \"Dbeck\\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"quantity\": \"\"},\n{\"title\": \"Timberland PRO\\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"quantity\": \"\"},\n{\"title\": \"Kapsen\\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Alvada\\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"EBMORE\\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks\", \"asin\": \"B01N1EJK4U\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Kricely\\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZKV2DW\", \"price\": \"$42.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16\", \"asin\": \"B07B81DX32\", \"price\": \"$49.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B07QBYRW1B\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired\", \"asin\": \"B0C1NHR5F5\", \"price\": \"$35.09\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes\", \"asin\": \"B09G9ZR4JF\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo\", \"asin\": \"B07L5KB8BW\", \"price\": \"$61.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Crestwood Waterproof Hiking Shoe\", \"asin\": \"B0787HHS7Z\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KH1P14\", \"price\": \"$87.97\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16\"},\n{\"title\": \"Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes\", \"asin\": \"B07L5H7WYJ\", \"price\": \"$38.68\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Discontinued Newton Ridge Plus Waterproof Amped\", \"asin\": \"B01HEH31OI\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Voyageur Low Height Breathable Hiking Shoe\", \"asin\": \"B06ZZ4Q74T\", \"price\": \"$79.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Comfortable Slip Resistant Service Shoe\", \"asin\": \"B09RXJ713B\", \"price\": \"$43.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel\", \"asin\": \"B083ZX7G5T\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Men's Newton Ridge Bc Hiking Shoe\", \"asin\": \"B0BKZ21YSN\", \"price\": \"$80.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Terrex AX4 Hiking Shoe\", \"asin\": \"B09VCKBJZD\", \"price\": \"$100.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin\", \"asin\": \"B0CC8X9T96\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KHW1V7\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 1 left in stock - order soon.\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear\", \"asin\": \"B0C556167H\", \"price\": \"$53.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking\", \"asin\": \"B0BN42G9ZZ\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPP4KI\", \"price\": \"$105.05\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe\", \"asin\": \"B0D56ZYWMP\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee 3 Low Height Waterproof Hiking Shoe\", \"asin\": \"B01N350YIK\", \"price\": \"$100.28\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking\", \"asin\": \"B0DPCGGCPH\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest\", \"asin\": \"B08P6NGG2H\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing\", \"asin\": \"B08Q77K84W\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Facet 75 Outdry Hiking Shoe\", \"asin\": \"B0CLW8D1D1\", \"price\": \"$78.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers\", \"asin\": \"B0BPDGSKRY\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear\", \"asin\": \"B0BQR1V8F2\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots\", \"asin\": \"B09BTLD9Y3\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Waterproof Hiking Shoe\", \"asin\": \"B09FNS63M9\", \"price\": \"$78.41\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSLFCMJ\", \"price\": \"$49.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor\", \"asin\": \"B0D473VPXC\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Speedcross Peak Climasalomon Waterproof\", \"asin\": \"B0CF2RTYGN\", \"price\": \"$125.00\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Women's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987WK5BM\", \"price\": \"$95.63\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Terrex Anylander Hiking Sneaker\", \"asin\": \"B0CKM8X6VJ\", \"price\": \"$56.90\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes\", \"asin\": \"B0C1ZZSK14\", \"price\": \"$135.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot\", \"asin\": \"B094QZRYH3\", \"price\": \"$149.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Yokota 2 Hiking Shoe\", \"asin\": \"B07M6CT66R\", \"price\": \"$80.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail\", \"asin\": \"B0CCR58WCV\", \"price\": \"$35.90\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPQII0\", \"price\": \"$66.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Transverse Hike Waterproof Boot\", \"asin\": \"B0CLWF94S6\"},\n{\"title\": \"Men's Moab Adventure Waterproof Moc\", \"asin\": \"B08J8GCL4L\"},\n{\"title\": \"Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo\", \"asin\": \"B0DSB3GZCN\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 3 Hiking Shoe\", \"asin\": \"B098KKBLPB\", \"price\": \"$50.41\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee II Low Height Waterproof Hiking Shoe\", \"asin\": \"B005D4U04Y\", \"price\": \"$120.81\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running\", \"asin\": \"B094R1B8ML\", \"price\": \"$119.28\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra 4 Mid Gore-Tex Hiking Boot\", \"asin\": \"B08LKNY4K6\"},\n{\"title\": \"Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole\", \"asin\": \"B08CK2G9V6\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZLYDWF\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up\", \"asin\": \"B07NVBR2QH\", \"price\": \"$63.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987Y3D85\", \"price\": \"$135.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon\", \"asin\": \"B0D14J67G5\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B08TCDKV5J\", \"price\": \"$26.39\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Targhee 3 Oxford Casual Hiking Shoe\", \"asin\": \"B07T9T8MFX\", \"price\": \"$118.50\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers\", \"asin\": \"B0CC2WVW9H\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking\", \"asin\": \"B0DCK1JN2F\", \"price\": \"$40.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Hiking Boot\", \"asin\": \"B0987WBP3S\", \"price\": \"$130.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:26.151Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} <\|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": "\u767b\u5c71\u978b"}], "promotion_items": [{"title": "Dbeck\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "quantity": ""}, {"title": "Timberland PRO\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "quantity": ""}, {"title": "Kapsen\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Alvada\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "quantity": ""}, {"title": "EBMORE\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks", "asin": "B01N1EJK4U", "price": "$14.99", "quantity": ""}, {"title": "Kricely\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZKV2DW", "price": "$42.99", "quantity": ""}], "search_results": [{"title": "Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16", "asin": "B07B81DX32", "price": "$49.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B07QBYRW1B", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired", "asin": "B0C1NHR5F5", "price": "$35.09", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes", "asin": "B09G9ZR4JF", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo", "asin": "B07L5KB8BW", "price": "$61.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Crestwood Waterproof Hiking Shoe", "asin": "B0787HHS7Z", "price": "$52.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KH1P14", "price": "$87.97", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:26.151Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T02:47:26.151Z	click	search	rule	2025-04-14T02:47:26.151Z	click	search	train	256	2025-04-14T02:47:26.151Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} <\|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": "\u767b\u5c71\u978b"}], "promotion_items": [{"title": "Dbeck\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "quantity": ""}, {"title": "Timberland PRO\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "quantity": ""}, {"title": "Kapsen\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Alvada\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "quantity": ""}, {"title": "EBMORE\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks", "asin": "B01N1EJK4U", "price": "$14.99", "quantity": ""}, {"title": "Kricely\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZKV2DW", "price": "$42.99", "quantity": ""}], "search_results": [{"title": "Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16", "asin": "B07B81DX32", "price": "$49.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B07QBYRW1B", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired", "asin": "B0C1NHR5F5", "price": "$35.09", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes", "asin": "B09G9ZR4JF", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo", "asin": "B07L5KB8BW", "price": "$61.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Crestwood Waterproof Hiking Shoe", "asin": "B0787HHS7Z", "price": "$52.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KH1P14", "price": "$87.97", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:26.151Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u767b\\u5c71\\u978b\"}],\n\"promotion_items\": [{\"title\": \"Dbeck\\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"quantity\": \"\"},\n{\"title\": \"Timberland PRO\\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"quantity\": \"\"},\n{\"title\": \"Kapsen\\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Alvada\\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"EBMORE\\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks\", \"asin\": \"B01N1EJK4U\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Kricely\\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZKV2DW\", \"price\": \"$42.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16\", \"asin\": \"B07B81DX32\", \"price\": \"$49.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B07QBYRW1B\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired\", \"asin\": \"B0C1NHR5F5\", \"price\": \"$35.09\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes\", \"asin\": \"B09G9ZR4JF\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo\", \"asin\": \"B07L5KB8BW\", \"price\": \"$61.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Crestwood Waterproof Hiking Shoe\", \"asin\": \"B0787HHS7Z\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KH1P14\", \"price\": \"$87.97\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16\"},\n{\"title\": \"Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes\", \"asin\": \"B07L5H7WYJ\", \"price\": \"$38.68\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Discontinued Newton Ridge Plus Waterproof Amped\", \"asin\": \"B01HEH31OI\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Voyageur Low Height Breathable Hiking Shoe\", \"asin\": \"B06ZZ4Q74T\", \"price\": \"$79.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Comfortable Slip Resistant Service Shoe\", \"asin\": \"B09RXJ713B\", \"price\": \"$43.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel\", \"asin\": \"B083ZX7G5T\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Men's Newton Ridge Bc Hiking Shoe\", \"asin\": \"B0BKZ21YSN\", \"price\": \"$80.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Terrex AX4 Hiking Shoe\", \"asin\": \"B09VCKBJZD\", \"price\": \"$100.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin\", \"asin\": \"B0CC8X9T96\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KHW1V7\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 1 left in stock - order soon.\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear\", \"asin\": \"B0C556167H\", \"price\": \"$53.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking\", \"asin\": \"B0BN42G9ZZ\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPP4KI\", \"price\": \"$105.05\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe\", \"asin\": \"B0D56ZYWMP\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee 3 Low Height Waterproof Hiking Shoe\", \"asin\": \"B01N350YIK\", \"price\": \"$100.28\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking\", \"asin\": \"B0DPCGGCPH\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest\", \"asin\": \"B08P6NGG2H\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing\", \"asin\": \"B08Q77K84W\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Facet 75 Outdry Hiking Shoe\", \"asin\": \"B0CLW8D1D1\", \"price\": \"$78.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers\", \"asin\": \"B0BPDGSKRY\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear\", \"asin\": \"B0BQR1V8F2\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots\", \"asin\": \"B09BTLD9Y3\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Waterproof Hiking Shoe\", \"asin\": \"B09FNS63M9\", \"price\": \"$78.41\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSLFCMJ\", \"price\": \"$49.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor\", \"asin\": \"B0D473VPXC\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Speedcross Peak Climasalomon Waterproof\", \"asin\": \"B0CF2RTYGN\", \"price\": \"$125.00\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Women's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987WK5BM\", \"price\": \"$95.63\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Terrex Anylander Hiking Sneaker\", \"asin\": \"B0CKM8X6VJ\", \"price\": \"$56.90\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes\", \"asin\": \"B0C1ZZSK14\", \"price\": \"$135.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot\", \"asin\": \"B094QZRYH3\", \"price\": \"$149.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Yokota 2 Hiking Shoe\", \"asin\": \"B07M6CT66R\", \"price\": \"$80.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail\", \"asin\": \"B0CCR58WCV\", \"price\": \"$35.90\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPQII0\", \"price\": \"$66.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Transverse Hike Waterproof Boot\", \"asin\": \"B0CLWF94S6\"},\n{\"title\": \"Men's Moab Adventure Waterproof Moc\", \"asin\": \"B08J8GCL4L\"},\n{\"title\": \"Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo\", \"asin\": \"B0DSB3GZCN\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 3 Hiking Shoe\", \"asin\": \"B098KKBLPB\", \"price\": \"$50.41\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee II Low Height Waterproof Hiking Shoe\", \"asin\": \"B005D4U04Y\", \"price\": \"$120.81\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running\", \"asin\": \"B094R1B8ML\", \"price\": \"$119.28\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra 4 Mid Gore-Tex Hiking Boot\", \"asin\": \"B08LKNY4K6\"},\n{\"title\": \"Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole\", \"asin\": \"B08CK2G9V6\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZLYDWF\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up\", \"asin\": \"B07NVBR2QH\", \"price\": \"$63.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987Y3D85\", \"price\": \"$135.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon\", \"asin\": \"B0D14J67G5\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B08TCDKV5J\", \"price\": \"$26.39\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Targhee 3 Oxford Casual Hiking Shoe\", \"asin\": \"B07T9T8MFX\", \"price\": \"$118.50\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers\", \"asin\": \"B0CC2WVW9H\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking\", \"asin\": \"B0DCK1JN2F\", \"price\": \"$40.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Hiking Boot\", \"asin\": \"B0987WBP3S\", \"price\": \"$130.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:29.356Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} <\|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": "\u767b\u5c71\u978b"}], "promotion_items": [{"title": "Dbeck\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "quantity": ""}, {"title": "Timberland PRO\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "quantity": ""}, {"title": "Kapsen\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Alvada\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "quantity": ""}, {"title": "EBMORE\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks", "asin": "B01N1EJK4U", "price": "$14.99", "quantity": ""}, {"title": "Kricely\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZKV2DW", "price": "$42.99", "quantity": ""}], "search_results": [{"title": "Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16", "asin": "B07B81DX32", "price": "$49.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B07QBYRW1B", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired", "asin": "B0C1NHR5F5", "price": "$35.09", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes", "asin": "B09G9ZR4JF", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo", "asin": "B07L5KB8BW", "price": "$61.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Crestwood Waterproof Hiking Shoe", "asin": "B0787HHS7Z", "price": "$52.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KH1P14", "price": "$87.97", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:29.356Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T02:47:29.356Z	input	登山鞋男	rule	2025-04-14T02:47:29.356Z	input	登山鞋男	train	257	2025-04-14T02:47:29.356Z	input	登山鞋男	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} <\|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": "\u767b\u5c71\u978b"}], "promotion_items": [{"title": "Dbeck\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "quantity": ""}, {"title": "Timberland PRO\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "quantity": ""}, {"title": "Kapsen\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "quantity": ""}, {"title": "OUTJET\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "quantity": ""}, {"title": "Alvada\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "quantity": ""}, {"title": "Timberland\nMens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "quantity": ""}, {"title": "EBMORE\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks", "asin": "B01N1EJK4U", "price": "$14.99", "quantity": ""}, {"title": "Kricely\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZKV2DW", "price": "$42.99", "quantity": ""}], "search_results": [{"title": "Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16", "asin": "B07B81DX32", "price": "$49.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B07QBYRW1B", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired", "asin": "B0C1NHR5F5", "price": "$35.09", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes", "asin": "B09G9ZR4JF", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo", "asin": "B07L5KB8BW", "price": "$61.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Crestwood Waterproof Hiking Shoe", "asin": "B0787HHS7Z", "price": "$52.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KH1P14", "price": "$87.97", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:29.356Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u767b\\u5c71\\u978b \\u7537\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Dbeck\\nExplorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"quantity\": \"\"},\n{\"title\": \"Timberland PRO\\n6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"quantity\": \"\"},\n{\"title\": \"Kapsen\\nMen's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"quantity\": \"\"},\n{\"title\": \"OUTJET\\nMen's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"quantity\": \"\"},\n{\"title\": \"Alvada\\nMerino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"Timberland\\nMens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"quantity\": \"\"},\n{\"title\": \"EBMORE\\n5 Pairs Womens Merino Wool Thermal Socks Winter Thick Warm Hiking Cozy Crew Comfy Boot Socks\", \"asin\": \"B01N1EJK4U\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"Kricely\\nMen's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZKV2DW\", \"price\": \"$42.99\", \"quantity\": \"\"}],\n\"search_results\": [{\"title\": \"Avi-Verge Mens Sneakers - Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16\", \"asin\": \"B07B81DX32\", \"price\": \"$49.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSMP99J\", \"price\": \"$49.98\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B07QBYRW1B\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired\", \"asin\": \"B0C1NHR5F5\", \"price\": \"$35.09\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes\", \"asin\": \"B09G9ZR4JF\", \"price\": \"$29.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo\", \"asin\": \"B07L5KB8BW\", \"price\": \"$61.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Crestwood Waterproof Hiking Shoe\", \"asin\": \"B0787HHS7Z\", \"price\": \"$52.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KH1P14\", \"price\": \"$87.97\", \"delivery\": \"FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16\"},\n{\"title\": \"Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes\", \"asin\": \"B07L5H7WYJ\", \"price\": \"$38.68\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Discontinued Newton Ridge Plus Waterproof Amped\", \"asin\": \"B01HEH31OI\", \"price\": \"$74.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Voyageur Low Height Breathable Hiking Shoe\", \"asin\": \"B06ZZ4Q74T\", \"price\": \"$79.97\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Comfortable Slip Resistant Service Shoe\", \"asin\": \"B09RXJ713B\", \"price\": \"$43.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel\", \"asin\": \"B083ZX7G5T\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot\", \"asin\": \"B07VWXXR26\", \"price\": \"$149.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes\", \"asin\": \"B0BCYSRK47\", \"price\": \"$29.99\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Men's Newton Ridge Bc Hiking Shoe\", \"asin\": \"B0BKZ21YSN\", \"price\": \"$80.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Terrex AX4 Hiking Shoe\", \"asin\": \"B09VCKBJZD\", \"price\": \"$100.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin\", \"asin\": \"B0CC8X9T96\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Hiking Shoe\", \"asin\": \"B098KHW1V7\", \"price\": \"$99.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots\", \"asin\": \"B0DB88QPVF\", \"price\": \"$73.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 1 left in stock - order soon.\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y2O\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear\", \"asin\": \"B0C556167H\", \"price\": \"$53.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking\", \"asin\": \"B0BN42G9ZZ\", \"price\": \"$36.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPP4KI\", \"price\": \"$105.05\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe\", \"asin\": \"B0D56ZYWMP\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee 3 Low Height Waterproof Hiking Shoe\", \"asin\": \"B01N350YIK\", \"price\": \"$100.28\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Mens White Ledge Mid Waterproof\", \"asin\": \"B000VX6Y3S\", \"price\": \"$99.95\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking\", \"asin\": \"B0DPCGGCPH\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs\", \"asin\": \"B07F3FFTMK\", \"price\": \"$17.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest\", \"asin\": \"B08P6NGG2H\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing\", \"asin\": \"B08Q77K84W\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Facet 75 Outdry Hiking Shoe\", \"asin\": \"B0CLW8D1D1\", \"price\": \"$78.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers\", \"asin\": \"B0BPDGSKRY\", \"price\": \"$57.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear\", \"asin\": \"B0BQR1V8F2\", \"price\": \"$24.79\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots\", \"asin\": \"B09BTLD9Y3\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Waterproof Hiking Shoe\", \"asin\": \"B09FNS63M9\", \"price\": \"$78.41\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot\", \"asin\": \"B0DJSLFCMJ\", \"price\": \"$49.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor\", \"asin\": \"B0D473VPXC\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Speedcross Peak Climasalomon Waterproof\", \"asin\": \"B0CF2RTYGN\", \"price\": \"$125.00\", \"delivery\": \"FREE delivery Apr 17 - 20 for Prime members\"},\n{\"title\": \"Women's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987WK5BM\", \"price\": \"$95.63\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Terrex Anylander Hiking Sneaker\", \"asin\": \"B0CKM8X6VJ\", \"price\": \"$56.90\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes\", \"asin\": \"B0C1ZZSK14\", \"price\": \"$135.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot\", \"asin\": \"B094QZRYH3\", \"price\": \"$149.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Yokota 2 Hiking Shoe\", \"asin\": \"B07M6CT66R\", \"price\": \"$80.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail\", \"asin\": \"B0CCR58WCV\", \"price\": \"$35.90\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 2 Vent Hiking Shoe\", \"asin\": \"B01HFPQII0\", \"price\": \"$66.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Transverse Hike Waterproof Boot\", \"asin\": \"B0CLWF94S6\"},\n{\"title\": \"Men's Moab Adventure Waterproof Moc\", \"asin\": \"B08J8GCL4L\"},\n{\"title\": \"Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo\", \"asin\": \"B0DSB3GZCN\", \"price\": \"$56.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Moab 3 Hiking Shoe\", \"asin\": \"B098KKBLPB\", \"price\": \"$50.41\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"Men's Targhee II Low Height Waterproof Hiking Shoe\", \"asin\": \"B005D4U04Y\", \"price\": \"$120.81\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running\", \"asin\": \"B094R1B8ML\", \"price\": \"$119.28\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's X Ultra 4 Mid Gore-Tex Hiking Boot\", \"asin\": \"B08LKNY4K6\"},\n{\"title\": \"Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole\", \"asin\": \"B08CK2G9V6\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking\", \"asin\": \"B0DPZLYDWF\", \"price\": \"$42.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up\", \"asin\": \"B07NVBR2QH\", \"price\": \"$63.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Waterproof Hiking Boot\", \"asin\": \"B0987Y3D85\", \"price\": \"$135.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon\", \"asin\": \"B0D14J67G5\", \"price\": \"$33.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing\", \"asin\": \"B08TCDKV5J\", \"price\": \"$26.39\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Targhee 3 Oxford Casual Hiking Shoe\", \"asin\": \"B07T9T8MFX\", \"price\": \"$118.50\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers\", \"asin\": \"B0CC2WVW9H\", \"price\": \"$43.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking\", \"asin\": \"B0DCK1JN2F\", \"price\": \"$40.75\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Men's Moab 3 Mid Hiking Boot\", \"asin\": \"B0987WBP3S\", \"price\": \"$130.00\", \"delivery\": \"FREE delivery Wed, Apr 16\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T02:47:29.830Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": 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"\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:29.830Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T02:47:29.830Z	click	search	rule	2025-04-14T02:47:29.830Z	click	search	train	258	2025-04-14T02:47:29.830Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u767b\u5c71\u978b \u7537"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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Cross Trainer Mens Tennis Shoes, Pickleball or Walking Shoes for Men, Medium or Extra Wide Width Court Shoes Size 7 to 16", "asin": "B07B81DX32", "price": "$49.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSMP99J", "price": "$49.98", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B07QBYRW1B", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Amphibious Water Shoes \| Quick Drying \| Casual-Style Inspired", "asin": "B0C1NHR5F5", "price": "$35.09", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Running Shoes Ultra Lightweight Breathable Comfortable Walking Shoes Casual Fashion Sneakers Mesh Workout Shoes", "asin": "B09G9ZR4JF", "price": "$29.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Ankle High Waterproof Hiking Boots Outdoor Lightweight Shoes Trekking Trails Armadillo", "asin": "B07L5KB8BW", "price": "$61.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Crestwood Waterproof Hiking Shoe", "asin": "B0787HHS7Z", "price": "$52.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KH1P14", "price": "$87.97", "delivery": "FREE delivery Thu, Apr 17 Or fastest delivery Apr 15 - 16"}, {"title": "Men's Low Top Waterproof Hiking Shoes Trekking Trails Outdoor Work Shoes", "asin": "B07L5H7WYJ", "price": "$38.68", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Discontinued Newton Ridge Plus Waterproof Amped", "asin": "B01HEH31OI", "price": "$74.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Voyageur Low Height Breathable Hiking Shoe", "asin": "B06ZZ4Q74T", "price": "$79.97", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Comfortable Slip Resistant Service Shoe", "asin": "B09RXJ713B", "price": "$43.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Women Men Quick Drying Swim Beach Aqua Shoes for Water Sport Diving Hiking Sailing Travel", "asin": "B083ZX7G5T", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "6IN Direct Attach Men's Soft Toe MaxTrax Slip-Resistant Work Boot", "asin": "B07VWXXR26", "price": "$149.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Non Slip Running Shoes Ultra Light Breathable Casual Walking Shoes Fashion Sneakers Mesh Workout Sports Shoes", "asin": "B0BCYSRK47", "price": "$29.99", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Men's Newton Ridge Bc Hiking Shoe", "asin": "B0BKZ21YSN", "price": "$80.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Terrex AX4 Hiking Shoe", "asin": "B09VCKBJZD", "price": "$100.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Outdoor Mid Trekking Lightweight Mountaineering Shoes Paladin", "asin": "B0CC8X9T96", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Hiking Shoe", "asin": "B098KHW1V7", "price": "$99.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Explorer Waterproof Lightweight Mens Outdoor Shoes for Hiking Italian Handmade Suede High Top Boots Non-Slip Barefoot Ankle Boots", "asin": "B0DB88QPVF", "price": "$73.99", "delivery": "FREE delivery Wed, Apr 16 Only 1 left in stock - order soon."}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y2O", "price": "$99.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Welding Work Boots for Men Slip on Steel Toe Shoes for Men Indestructible Steel Toe Boots Welder Men's Work Shoes Fireproof Safety Footwear for Construction Men's Work & Safety Footwear", "asin": "B0C556167H", "price": "$53.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes for Women Men Quick-Dry Aqua Shoes Men's Hiking Water Shoes Women's Beach Shoes Lightweight Water Sports Shoes for Swimming Fishing Kayaking", "asin": "B0BN42G9ZZ", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 2 Vent Hiking Shoe", "asin": "B01HFPP4KI", "price": "$105.05", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Lightweight Anti Slip Outdoor Ankle Boots Breathable Hike Trekking Trails Shoe", "asin": "B0D56ZYWMP", "price": "$49.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee 3 Low Height Waterproof Hiking Shoe", "asin": "B01N350YIK", "price": "$100.28", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Mens White Ledge Mid Waterproof", "asin": "B000VX6Y3S", "price": "$99.95", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Men Quick Drying Outdoor Hiking Barefoot Boat Footwear Aqua Shoes for Water Sport Waders Diving Hiking Sailing Travel Beach Wading Swimming Fishing Kayaking", "asin": "B0DPCGGCPH", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Merino Wool Hiking Socks Thermal Warm Crew Winter Boot Sock For Men & Women 3 Pairs", "asin": "B07F3FFTMK", "price": "$17.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Low-Top Hiking Shoes for Outdoor Trailing Trekking Camping Walking Quest", "asin": "B08P6NGG2H", "price": "$46.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Hiking Shoes Men Lightweight Non-Slip Breathable Sneakers Low Top Walking Shoes for Outdoor Trailing Trekking Walking Climbing", "asin": "B08Q77K84W", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Facet 75 Outdry Hiking Shoe", "asin": "B0CLW8D1D1", "price": "$78.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's Lightweight Hiking Shoes Quick Laces Outdoors Sneakers", "asin": "B0BPDGSKRY", "price": "$57.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Barefoot Shoes Men Wide Toe Box Zero Drop Water Shoes Men for Gym Workout Minimalist Weightlifting Cross-Trainer Running Hike Grounded Footwear", "asin": "B0BQR1V8F2", "price": "$24.79", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Tactical Work Boots Outdoor Lightweight Military Boots", "asin": "B09BTLD9Y3", "price": "$59.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Waterproof Hiking Shoe", "asin": "B09FNS63M9", "price": "$78.41", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Boots Lightweight Comfortable Leather Mid Ankle Outdoor Trekking Boot", "asin": "B0DJSLFCMJ", "price": "$49.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Boots Waterproof Trekking for Outdoor", "asin": "B0D473VPXC", "price": "$43.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Speedcross Peak Climasalomon Waterproof", "asin": "B0CF2RTYGN", "price": "$125.00", "delivery": "FREE delivery Apr 17 - 20 for Prime members"}, {"title": "Women's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987WK5BM", "price": "$95.63", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Terrex Anylander Hiking Sneaker", "asin": "B0CKM8X6VJ", "price": "$56.90", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Hedgehog Fastpack 3 Waterproof Hiking Shoes", "asin": "B0C1ZZSK14", "price": "$135.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra Pioneer Mid Climasalomon Waterproof Hiking Boot", "asin": "B094QZRYH3", "price": "$149.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Yokota 2 Hiking Shoe", "asin": "B07M6CT66R", "price": "$80.00", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Hiking Boots Waterproof Non Slip Comfortable Walking Boot Water Resistant Outdoor Lightweight Ankle Hiker Shoes Trekking Trail", "asin": "B0CCR58WCV", "price": "$35.90", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 2 Vent Hiking Shoe", "asin": "B01HFPQII0", "price": "$66.00", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Transverse Hike Waterproof Boot", "asin": "B0CLWF94S6"}, {"title": "Men's Moab Adventure Waterproof Moc", "asin": "B08J8GCL4L"}, {"title": "Women's Hiking Shoes Lightweight Walking Sneakers with Arch Support Outdoor Work Camping Tennis Workout Cross Training Echo", "asin": "B0DSB3GZCN", "price": "$56.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Moab 3 Hiking Shoe", "asin": "B098KKBLPB", "price": "$50.41", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Men's Targhee II Low Height Waterproof Hiking Shoe", "asin": "B005D4U04Y", "price": "$120.81", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Women's X Ultra Pioneer Climasalomon Waterproof Hiking Shoes Trail Running", "asin": "B094R1B8ML", "price": "$119.28", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's X Ultra 4 Mid Gore-Tex Hiking Boot", "asin": "B08LKNY4K6"}, {"title": "Men's Barefoot Running Shoes \| Minimalist Cross-Trainer \| Zero Drop Sole", "asin": "B08CK2G9V6", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Low Top Hiking Shoes Waterproof Suede Lightweight Anti Slip Trekking Shoes for Outdoor Trailing Camping Backpacking Running Walking", "asin": "B0DPZLYDWF", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Men's Selmen-Enago 66275 Low Profile Waterproof Lace Up", "asin": "B07NVBR2QH", "price": "$63.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Waterproof Hiking Boot", "asin": "B0987Y3D85", "price": "$135.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Women's Lightweight Hiking Shoes Chunky Tennis Comfortable Non-Slip Trekking Trails Shoes Outdoor Platform Walking Sneakers Horizon", "asin": "B0D14J67G5", "price": "$33.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Water Shoes Aqua Swim Shoes Mens Womens Beach Sports Quick Dry Barefoot for Boating Fishing Diving Surfing", "asin": "B08TCDKV5J", "price": "$26.39", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Targhee 3 Oxford Casual Hiking Shoe", "asin": "B07T9T8MFX", "price": "$118.50", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Waterproof Hiking Shoes Leather Comfortable Lightweight Anti-Slip Outdoor Walking Work Sneakers", "asin": "B0CC2WVW9H", "price": "$43.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's work boots Waterproof Hiking Boots,thermal Leather Ankle Snow Boots for Outdoor Climbing, Trekking, Backpacking, and Trekking", "asin": "B0DCK1JN2F", "price": "$40.75", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Men's Moab 3 Mid Hiking Boot", "asin": "B0987WBP3S", "price": "$130.00", "delivery": "FREE delivery Wed, Apr 16"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T02:47:29.830Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T03:52:39.278Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T03:52:39.278Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T03:52:39.278Z	input	果盘	rule	2025-04-14T03:52:39.278Z	input	果盘	train	259	2025-04-14T03:52:39.278Z	input	果盘	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T03:52:39.278Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u679c\\u76d8\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T03:52:39.506Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T03:52:39.506Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T03:52:39.506Z	click	search	rule	2025-04-14T03:52:39.506Z	click	search	train	260	2025-04-14T03:52:39.506Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T03:52:39.506Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\\u679c\\u76d8\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B92J1N\", \"price\": \"$15.39\", \"quantity\": \"\"},\n{\"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\", \"quantity\": \"\"},\n{\"title\": \"FUNSUEI 11.8 x 5.1 Inches Set of 6 Wooden Serving Platters, Acacia Wooden Serving Trays with Grooved Design, Rectangular Wood Platters for Fruit, Cookie, Bread, Vegetable, Salad\", \"asin\": \"B08ZYPW2BH\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe\", \"asin\": \"B0D9PTJRXL\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"KOLWOVEN Solid Acacia Wood Serving Tray - 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Eligible for Prime.\", \"asin\": \"B08R41LT8B\"},\n{\"title\": \"Go to detail page for \\\"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\\\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.\", \"asin\": \"B077WRJSM2\"},\n{\"title\": \"Go to detail page for \\\"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\\\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.\", \"asin\": \"B08CCG5MPR\"}],\n\"search_results\": [{\"title\": \"Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)\", \"asin\": \"B0CJC1P7XH\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"LEXA 12\\\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQH6JYC\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\\\" - 1PCS)\", \"asin\": \"B08DTTGH6F\", \"price\": \"$14.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce\", \"asin\": \"B09XK615VZ\", \"price\": \"$20.89\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Divided Serving Tray with Lid and Handle - 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1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy\", \"asin\": \"B0DMSVXBDV\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g\", \"asin\": \"B0B1YLQD9C\", \"price\": \"$28.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White\", \"asin\": \"B09TWQSCLG\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)\", \"asin\": \"B0DJVY87J9\", \"price\": \"$19.80\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 3 left in stock - order soon.\"},\n{\"title\": \"Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome\", \"asin\": \"B09GY8KJ6Q\", \"price\": \"$22.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)\", \"asin\": \"B0CLNZC3VM\", \"price\": \"$38.99\", \"delivery\": \"FREE delivery Apr 25 - 29 for Prime members\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B4QMVB\", \"price\": \"$16.49\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon.\"},\n{\"title\": \"Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray\", \"asin\": \"B0C6T55PNX\", \"price\": \"$9.98\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown\", \"asin\": \"B0C3B92J1N\", \"price\": \"$15.39\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)\", \"asin\": \"B0CC93RKWP\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way).\"},\n{\"title\": \"The Fine Living Co. 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21 for Prime members\"},\n{\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n{\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n{\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter \| 12\\\" Large Premium Banana Fruit Basket for Kitchen \| Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n{\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n{\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n{\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n{\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n{\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n{\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n{\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:02.936Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "quantity": ""}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "quantity": ""}, {"title": "FUNSUEI 11.8 x 5.1 Inches Set of 6 Wooden Serving Platters, Acacia Wooden Serving Trays with Grooved Design, Rectangular Wood Platters for Fruit, Cookie, Bread, Vegetable, Salad", "asin": "B08ZYPW2BH", "price": "$37.99", "quantity": ""}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""}, {"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "quantity": ""}, {"title": "Luxurious White Textured Ceramic Bowl and Greenery Set,12.5x10.5 Inch Pedestal Decorative Bowl, with 6 Green Succulent Moss Balls, Counter Top, Farmhouse Table Centerpiece, Living Room, Kitchen Decor", "asin": "B0CT4J6NL3", "price": "$149.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "quantity": ""}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""}, {"title": "12\" Salad Bowl Set with 2 Wooden Hands - Large Acacia Wood Serving Bowl with Serving Utensils - Big Mixing Bowl for Fruits, Salad,Pasta for Kitchen Counter (12\" Diameter x 4.5\" Height)", "asin": "B0D95MZ1NT", "price": "$39.98", "quantity": ""}, {"title": "MALACASA Serving Bowls, 114 OZ(10\") Extra Large Salad Bowls Set of 2, Porcelain White Serving Bowls for Salad, Soup, Pasta and Dinner, Large Ceramic Bowl Set for Entertaining, Series REGULAR", "asin": "B0C5LMMLYP", "price": "$39.89", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Miicol Ceramic Bowls with Lids Set of 4, Food Storage Containers 20 Oz, Porcelain Serving Bowls 5 Inch, Colorful Mixing Bowl, Kitchen Bowl for Meal Prep, Picnic, Lunch.\" Rated 4.6 out of 5 stars by 218 reviews. Eligible for Prime.", "asin": "B08R41LT8B"}, {"title": "Go to detail page for \"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.", "asin": "B077WRJSM2"}, {"title": "Go to detail page for \"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.", "asin": "B08CCG5MPR"}], "search_results": [{"title": "Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)", "asin": "B0CJC1P7XH", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "LEXA 12\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQH6JYC", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\" - 1PCS)", "asin": "B08DTTGH6F", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce", "asin": "B09XK615VZ", "price": "$20.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Divided Serving Tray with Lid and Handle - Snackle Box Charcuterie Container for Portable Snack Platters - Clear Organizer for Candy, Fruits, Nuts, Snacks - Perfect for Party, Entertaining", "asin": "B0CKMHSRJC", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Auledio Iron 2-Tier Countertop Fruit Vegetables Basket Bowl Storage With Banana Hanger, Black, 64 ounces", "asin": "B08NJKQHLN", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "DMAR Wire Fruit Basket Gold Fruit Bowl for Kitchen Counter Wave Fruit Basket Serving Bowl Wire Fruit Dish for Fruits and Veggies", "asin": "B08CKQQPV8", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "TOSSOW Glass Salad Bowl Irregular Shape Serving Bowls, 25 oz Pyrex Mixing Bowls for Kitchen Prep, Fruit, Snack, Dessert, and Candy Dishes or Nut Bowls(Grey)", "asin": "B097DMYMJM", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "RICCLE Fruit Basket For Kitchen Counter - Fruit Basket With Banana Hanger - Double Layer Metal Wire Fruit Bowl For Kitchen Countertop - Fruit Holder For Produce, Vegetables, Kitchen", "asin": "B09FRXV1MD", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "OwnMy Metal Fruit Bowl Basket Creative Table Centerpiece Fruit Stand Decorative Countertop Fruit Holder for Kitchen Counter, Iron Large Fruit Plate Round Storage Tray for Bread Snacks Candy (Golden)", "asin": "B08LY6G6P4", "price": "$25.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Fruit and Vegetable Storage Organizer, Two Tier Fruit Basket for Kitchen", "asin": "B0DDLHV83X", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "HOSY 2 Tier Steel Basket, Standing Storage Rack Ideas for Fruits, Vegetables, Bread, etc. (14-inch)", "asin": "B0DSJQ9GZ5", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy", "asin": "B0DMSVXBDV", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g", "asin": "B0B1YLQD9C", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White", "asin": "B09TWQSCLG", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)", "asin": "B0DJVY87J9", "price": "$19.80", "delivery": "FREE delivery Wed, Apr 16 Only 3 left in stock - order soon."}, {"title": "Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome", "asin": "B09GY8KJ6Q", "price": "$22.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)", "asin": "B0CLNZC3VM", "price": "$38.99", "delivery": "FREE delivery Apr 25 - 29 for Prime members"}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B4QMVB", "price": "$16.49", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon."}, {"title": "Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray", "asin": "B0C6T55PNX", "price": "$9.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)", "asin": "B0CC93RKWP", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way)."}, {"title": "The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\"x2\"", "asin": "B0C5MLWL7R", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White", "asin": "B0DCJV2HZC", "price": "$25.96", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included", "asin": "B0DLSJ78TR", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 16 Only 7 left in stock - order soon."}, {"title": "Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining", "asin": "B0BYVNCFJM", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "\u6c34\u679c\u76d8\uff0c \u5ba2\u5385\uff0c \u5bb6\u5c45\u5ba2\u5385\uff0c \u5496\u5561\u684c\uff0c \u6c34\u679c\u76d8\uff0c \u5c0f\u5403\uff0c \u6c34\u6676\u6c34\u679c\u7f50\uff0c \u7cd6\u679c\u76d8", "asin": "B0F26K5325", "price": "$10.15", "delivery": "FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22"}, {"title": "PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2", "asin": "B081D8XY7V", "price": "$12.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White", "asin": "B0BL799FVM", "price": "$33.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor", "asin": "B0D4D7VWJ5", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)", "asin": "B08YNQDT5W", "price": "$29.99", "delivery": "FREE delivery Apr 18 - 21 for Prime members"}, {"title": "Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer", "asin": "B0DGGDCJ6V", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "LEXA 12\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQL4LNC", "price": "$28.99", "delivery": "FREE delivery Apr 19 - 22 for Prime members"}, {"title": "LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White", "asin": "B08F4GHM23", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage", "asin": "B0B6ZV5VV5", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)", "asin": "B0CFY36QTL", "price": "$31.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Chip and Dip Serving Set, 13.5\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter", "asin": "B0CPD1MZ87", "price": "$52.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "DOWAN 360\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White", "asin": "B099RHFZDV", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies", "asin": "B0C4SSVQSD", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.", "asin": "B0D2L5RHLS", "price": "$28.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon."}, {"title": "Folkulture Wooden Fruit Bowl for Kitchen Counter \| 12\" Large Premium Banana Fruit Basket for Kitchen \| Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table", "asin": "B09TFGMVR8", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic", "asin": "B0DB82XCD1", "price": "$18.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon."}, {"title": "Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)", "asin": "B09YJ7TSYM", "price": "$28.98", "delivery": "FREE delivery Apr 30 - May 14 for Prime members"}, {"title": "Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket", "asin": "B0BLFMGBCK", "price": "$42.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration", "asin": "B0B1B2BVSK", "price": "$22.99", "delivery": "FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon."}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)", "asin": "B0D2573S3Z", "price": "$46.99", "delivery": "FREE delivery Apr 21 - 25 for Prime members"}, {"title": "Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\u00e9cor, 10\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece", "asin": "B0CPSBC2CT", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet", "asin": "B09TT7F77N", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \u9676\u74f7\u4f9b\u76d8 \u4f9b\u4f5b\u679c\u76d8\u4f5b\u524d\u6c34\u679c\u76d8 \u5bb6\u7528\u4e0a\u9999\u83b2\u82b1\u9ad8\u811a\u8d21\u76d8\u4f9b\u54c1\u4f5b\u5177\u7528\u54c1 1Pcs(\u62db\u8d22\u6b3e6\u5bf8\u3010\u9ec4\u8272\u3011)", "asin": "B0C9LPVDCF", "price": "$49.42", "delivery": "$4.99 delivery May 5 - 14"}, {"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"}, {"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"}, {"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T04:36:02.936Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T04:36:02.936Z	click_product	B097DNWR91	rule	2025-04-14T04:36:02.936Z	click_product	B097DNWR91	train	261	2025-04-14T04:36:02.936Z	click_product	B097DNWR91	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", 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order soon."}, {"title": "Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray", "asin": "B0C6T55PNX", "price": "$9.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)", "asin": "B0CC93RKWP", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way)."}, {"title": "The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\"x2\"", "asin": "B0C5MLWL7R", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White", "asin": "B0DCJV2HZC", "price": "$25.96", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included", "asin": "B0DLSJ78TR", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 16 Only 7 left in stock - order soon."}, {"title": "Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining", "asin": "B0BYVNCFJM", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "\u6c34\u679c\u76d8\uff0c \u5ba2\u5385\uff0c \u5bb6\u5c45\u5ba2\u5385\uff0c \u5496\u5561\u684c\uff0c \u6c34\u679c\u76d8\uff0c \u5c0f\u5403\uff0c \u6c34\u6676\u6c34\u679c\u7f50\uff0c \u7cd6\u679c\u76d8", "asin": "B0F26K5325", "price": "$10.15", "delivery": "FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22"}, {"title": "PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2", "asin": "B081D8XY7V", "price": "$12.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White", "asin": "B0BL799FVM", "price": "$33.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor", "asin": "B0D4D7VWJ5", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)", "asin": "B08YNQDT5W", "price": "$29.99", "delivery": "FREE delivery Apr 18 - 21 for Prime members"}, {"title": "Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer", "asin": "B0DGGDCJ6V", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "LEXA 12\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQL4LNC", "price": "$28.99", "delivery": "FREE delivery Apr 19 - 22 for Prime members"}, {"title": "LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White", "asin": "B08F4GHM23", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage", "asin": "B0B6ZV5VV5", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)", "asin": "B0CFY36QTL", "price": "$31.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Chip and Dip Serving Set, 13.5\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter", "asin": "B0CPD1MZ87", "price": "$52.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "DOWAN 360\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White", "asin": "B099RHFZDV", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies", "asin": "B0C4SSVQSD", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.", "asin": "B0D2L5RHLS", "price": "$28.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon."}, {"title": "Folkulture Wooden Fruit Bowl for Kitchen Counter \| 12\" Large Premium Banana Fruit Basket for Kitchen \| Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table", "asin": "B09TFGMVR8", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic", "asin": "B0DB82XCD1", "price": "$18.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon."}, {"title": "Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)", "asin": "B09YJ7TSYM", "price": "$28.98", "delivery": "FREE delivery Apr 30 - May 14 for Prime members"}, {"title": "Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket", "asin": "B0BLFMGBCK", "price": "$42.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration", "asin": "B0B1B2BVSK", "price": "$22.99", "delivery": "FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon."}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)", "asin": "B0D2573S3Z", "price": "$46.99", "delivery": "FREE delivery Apr 21 - 25 for Prime members"}, {"title": "Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\u00e9cor, 10\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece", "asin": "B0CPSBC2CT", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet", "asin": "B09TT7F77N", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \u9676\u74f7\u4f9b\u76d8 \u4f9b\u4f5b\u679c\u76d8\u4f5b\u524d\u6c34\u679c\u76d8 \u5bb6\u7528\u4e0a\u9999\u83b2\u82b1\u9ad8\u811a\u8d21\u76d8\u4f9b\u54c1\u4f5b\u5177\u7528\u54c1 1Pcs(\u62db\u8d22\u6b3e6\u5bf8\u3010\u9ec4\u8272\u3011)", "asin": "B0C9LPVDCF", "price": "$49.42", "delivery": "$4.99 delivery May 5 - 14"}, {"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"}, {"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"}, {"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T04:36:02.936Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u679c\\u76d8\"}],\n\"product_details\": [{\"asin\": \"B097DNWR91\"},\n{\"title\": \"Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\"},\n{\"price\": \"$19.88\"},\n{\"bullet_list\": \"Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"White\"}],\n\"promotion_items\": [{\"title\": \"Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit ...\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\", \"quantity\": \"\"},\n{\"title\": \"2-Tier Fruit Basket Stand \\u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...\", \"asin\": \"B0DDLHV83X\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...\", \"asin\": \"B0C4YY25LX\", \"price\": \"$27.99\", \"quantity\": \"\"},\n{\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...\", \"asin\": \"B097GXXTCG\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\\u00e8me)\", \"asin\": \"B0B74Y2SPH\", \"price\": \"$39.84\", \"quantity\": \"\"},\n{\"title\": \"CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black\", \"asin\": \"B08CV7G68L\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MWMMJ4\", \"price\": \"$27.49\", \"quantity\": \"\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 10\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CXXBSFHR\", \"price\": \"$24.99\", \"quantity\": \"\"},\n{\"title\": \"2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...\", \"asin\": \"B0DBQKKMHM\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 12\\\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl\", \"asin\": \"B0CCN8C396\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter\", \"asin\": \"B0D9MV544B\", \"price\": \"$29.39\", \"quantity\": \"\"},\n{\"title\": \"Creative Co-Op Stoneware Bowl w Reactive Glaze, White\", \"asin\": \"B09B4KP49X\", \"price\": \"$18.49\", \"quantity\": \"\"},\n{\"title\": \"10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...\", \"asin\": \"B0DLBBDLXR\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...\", \"asin\": \"B0DFH36TRH\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...\", \"asin\": \"B0DFQHBPGH\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...\", \"asin\": \"B0DNN6QTKC\", \"price\": \"$47.99\", \"quantity\": \"\"},\n{\"title\": \"Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...\", \"asin\": \"B0DQ9GK1XK\", \"price\": \"$21.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White\", \"asin\": \"B097DNWR91\", \"price\": \"$19.88\"},\n{\"title\": \"onefitow\\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)\", \"asin\": \"B097DLG4PN\", \"price\": \"$19.98\"},\n{\"title\": \"CLAYNIX\\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)\", \"asin\": \"B0C6PSXB41\", \"price\": \"$23.99\"},\n{\"title\": \"Magclay\\u00a0Ceramic Fruit Bowl, 8.6\\\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White\", \"asin\": \"B0C281RH2M\", \"price\": \"$26.99\"},\n{\"title\": \"Opeikla\\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\\\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder\", \"asin\": \"B0D6WJNFPN\", \"price\": \"$26.99\"},\n{\"title\": \"Awarmbe\\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White\", \"asin\": \"B09HF41KYS\", \"price\": \"$24.99\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T04:36:08.951Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}], "product_details": [{"asin": "B097DNWR91"}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White"}, {"price": "$19.88"}, {"bullet_list": "Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "White"}], "promotion_items": [{"title": "Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit ...", "asin": "B0D6WJNFPN", "price": "$26.99", "quantity": ""}, {"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...", "asin": "B0DDLHV83X", "price": "$39.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""}, {"title": "Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...", "asin": "B0C4YY25LX", "price": "$27.99", "quantity": ""}, {"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""}, {"title": "Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""}, {"title": "Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...", "asin": "B097GXXTCG", "price": "$19.99", "quantity": ""}, {"title": "WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\u00e8me)", "asin": "B0B74Y2SPH", "price": "$39.84", "quantity": ""}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""}, {"title": "VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MWMMJ4", "price": "$27.49", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""}, {"title": "2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...", "asin": "B0DBQKKMHM", "price": "$18.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 12\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CCN8C396", "price": "$29.99", "quantity": ""}, {"title": "VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MV544B", "price": "$29.39", "quantity": ""}, {"title": "Creative Co-Op Stoneware Bowl w Reactive Glaze, White", "asin": "B09B4KP49X", "price": "$18.49", "quantity": ""}, {"title": "10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...", "asin": "B0DLBBDLXR", "price": "$13.99", "quantity": ""}, {"title": "Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...", "asin": "B0DFH36TRH", "price": "$37.99", "quantity": ""}, {"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""}, {"title": "Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""}, {"title": "Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...", "asin": "B0DQ9GK1XK", "price": "$21.99", "quantity": ""}], "comparison_items": [{"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88"}, {"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)", "asin": "B097DLG4PN", "price": "$19.98"}, {"title": "CLAYNIX\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)", "asin": "B0C6PSXB41", "price": "$23.99"}, {"title": "Magclay\u00a0Ceramic Fruit Bowl, 8.6\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White", "asin": "B0C281RH2M", "price": "$26.99"}, {"title": "Opeikla\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder", "asin": "B0D6WJNFPN", "price": "$26.99"}, {"title": "Awarmbe\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White", "asin": "B09HF41KYS", "price": "$24.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T04:36:08.951Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T04:36:08.951Z	click	other	rule	2025-04-14T04:36:08.951Z	click	other	train	262	2025-04-14T04:36:08.951Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}], "product_details": [{"asin": "B097DNWR91"}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White"}, {"price": "$19.88"}, {"bullet_list": "Stylish Appearance: Our fruit basket bowl stand is very suitable to store or display fruits, vegetables, bread and snacks. It looks pretty good no matter how it is placed, adding a stylish atmosphere to your kitchen or living space. High-Quality Materials: The fruit basket is made of durable and environmentally friendly PP material. The weight is 330 grams, the edges are smooth, and the hand feels comfortable without hurting your hands. Perfect Design: In order to keep your fruits and vegetables fresh, there is hollow design at the bottom to drain water of the fruit bowl . The perfect design is also a unique decoration. Easy to Clean: the fruit basket is 26.5 cm in diameter and 11.5 cm in height. It can be disassembled for cleaning at any time, and the water discharged from the upper layer can be poured out at any time. Multi-Purpose Fruit Bowl: This is fruit holder suitable for any purpose, very suitable for holding various events, such as parties, birthdays, graduation ceremonies, tea parties. It's also a good choice as a gift to your family or friends."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "White"}], "promotion_items": [{"title": "Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit ...", "asin": "B0D6WJNFPN", "price": "$26.99", "quantity": ""}, {"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Frui...", "asin": "B0DDLHV83X", "price": "$39.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""}, {"title": "Black Fruit Basket - Stylish Metal Wire Fruit Bowl for Kitchens - Decorative Fruit ...", "asin": "B0C4YY25LX", "price": "$27.99", "quantity": ""}, {"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""}, {"title": "Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""}, {"title": "Fruit Bowl Black Fruit Bowl Stand for Kitchen Counter Wire Fruit Basket Modern Coun...", "asin": "B097GXXTCG", "price": "$19.99", "quantity": ""}, {"title": "WENSHUO Three-Legs Ceramic Fruit Bowl for Kitchen Counter, Decorative Bowl for Table D\u00e9cor, 10-inch Oval Large Bowls for Breads (Matte Cr\u00e8me)", "asin": "B0B74Y2SPH", "price": "$39.84", "quantity": ""}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "quantity": ""}, {"title": "VHC Brands Ribbed White Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MWMMJ4", "price": "$27.49", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "quantity": ""}, {"title": "2 Tier Fruit Basket for Kitchen with 2 Banana Hangers, Detachable Metal Fruit Bowl ...", "asin": "B0DBQKKMHM", "price": "$18.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter - 12\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CCN8C396", "price": "$29.99", "quantity": ""}, {"title": "VHC Brands Ribbed Black Wooden Fruit Bowl 5.5x12x12, Kitchen Decor, Decorative Wooden Pedestal Bowl, Perfect Centerpiece for Table, Island, or Counter", "asin": "B0D9MV544B", "price": "$29.39", "quantity": ""}, {"title": "Creative Co-Op Stoneware Bowl w Reactive Glaze, White", "asin": "B09B4KP49X", "price": "$18.49", "quantity": ""}, {"title": "10.4 Inch Fruit Bowl Fruit Basket Kitchen Storage Baskets Removable Decorative Pede...", "asin": "B0DLBBDLXR", "price": "$13.99", "quantity": ""}, {"title": "Large Decorative Bowl - Fruit Bowl for Kitchen Counter - Modern Decorative Bowl for...", "asin": "B0DFH36TRH", "price": "$37.99", "quantity": ""}, {"title": "Concrete Fruit Bowl - Large Decorative Pedestal Bowl for Kitchen Counter & Entryway...", "asin": "B0DFQHBPGH", "price": "$38.99", "quantity": ""}, {"title": "Granite Inspired Matte White Fruit Bowl \| Wide, Shallow Textured Pedestal Bowl \| 11...", "asin": "B0DNN6QTKC", "price": "$47.99", "quantity": ""}, {"title": "Handmade Decorative Glass Salad Bowl with Crackle Finish & Acacia Wood Base, 9 Inch...", "asin": "B0DQ9GK1XK", "price": "$21.99", "quantity": ""}], "comparison_items": [{"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88"}, {"title": "onefitow\u00a0Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece Counter or Dining Room Tables (green)", "asin": "B097DLG4PN", "price": "$19.98"}, {"title": "CLAYNIX\u00a0Bamboo Fruit Bowl, Decorative Bowl For Kitchen Counter, Large Serving Bowl, Or Fruit Basket For Kitchen (White)", "asin": "B0C6PSXB41", "price": "$23.99"}, {"title": "Magclay\u00a0Ceramic Fruit Bowl, 8.6\" Fruit Basket for Kitchen Counter, Decorative Pedestal Bowl for Table Decor, Round Fruit Holder, White", "asin": "B0C281RH2M", "price": "$26.99"}, {"title": "Opeikla\u00a0Ceramic Fruit Bowl for Home Kitchen Decor, 10\" Large Fruit Basket,Decorative Fruit Storage for Table Countertop, Fruit and Vegetable Holder", "asin": "B0D6WJNFPN", "price": "$26.99"}, {"title": "Awarmbe\u00a010.4 Inch Fruit Bowl, Fruit Bowl For Kitchen Counter, Pedestal Fruit Bowl For Table Countertop, Fruit Bowls For Home, White", "asin": "B09HF41KYS", "price": "$24.99"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T04:36:08.951Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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21 for Prime members\"},\n{\"title\": \"Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer\", \"asin\": \"B0DGGDCJ6V\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"LEXA 12\\\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks\", \"asin\": \"B0BBQL4LNC\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Apr 19 - 22 for Prime members\"},\n{\"title\": \"LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White\", \"asin\": \"B08F4GHM23\", \"price\": \"$28.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage\", \"asin\": \"B0B6ZV5VV5\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)\", \"asin\": \"B0CFY36QTL\", \"price\": \"$31.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Chip and Dip Serving Set, 13.5\\\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter\", \"asin\": \"B0CPD1MZ87\", \"price\": \"$52.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"DOWAN 360\\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White\", \"asin\": \"B099RHFZDV\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies\", \"asin\": \"B0C4SSVQSD\", \"price\": \"$23.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer\", \"asin\": \"B08B3F97WX\", \"price\": \"$24.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.\", \"asin\": \"B0D2L5RHLS\", \"price\": \"$28.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon.\"},\n{\"title\": \"Folkulture Wooden Fruit Bowl for Kitchen Counter \| 12\\\" Large Premium Banana Fruit Basket for Kitchen \| Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table\", \"asin\": \"B09TFGMVR8\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic\", \"asin\": \"B0DB82XCD1\", \"price\": \"$18.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon.\"},\n{\"title\": \"Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\\\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)\", \"asin\": \"B09YJ7TSYM\", \"price\": \"$28.98\", \"delivery\": \"FREE delivery Apr 30 - May 14 for Prime members\"},\n{\"title\": \"Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket\", \"asin\": \"B0BLFMGBCK\", \"price\": \"$42.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration\", \"asin\": \"B0B1B2BVSK\", \"price\": \"$22.99\", \"delivery\": \"FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon.\"},\n{\"title\": \"Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)\", \"asin\": \"B08HC5MVJ1\", \"price\": \"$14.87\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members\"},\n{\"title\": \"Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)\", \"asin\": \"B0D2573S3Z\", \"price\": \"$46.99\", \"delivery\": \"FREE delivery Apr 21 - 25 for Prime members\"},\n{\"title\": \"Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\\u00e9cor, 10\\\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece\", \"asin\": \"B0CPSBC2CT\", \"price\": \"$35.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet\", \"asin\": \"B09TT7F77N\", \"price\": \"$19.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \\u9676\\u74f7\\u4f9b\\u76d8 \\u4f9b\\u4f5b\\u679c\\u76d8\\u4f5b\\u524d\\u6c34\\u679c\\u76d8 \\u5bb6\\u7528\\u4e0a\\u9999\\u83b2\\u82b1\\u9ad8\\u811a\\u8d21\\u76d8\\u4f9b\\u54c1\\u4f5b\\u5177\\u7528\\u54c1 1Pcs(\\u62db\\u8d22\\u6b3e6\\u5bf8\\u3010\\u9ec4\\u8272\\u3011)\", \"asin\": \"B0C9LPVDCF\", \"price\": \"$49.42\", \"delivery\": \"$4.99 delivery May 5 - 14\"},\n{\"title\": \"Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold\", \"asin\": \"B099NQK8W7\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Thcbme 2024\\u9ad8\\u7aef\\u65f6\\u5c1a\\u6c34\\u679c\\u76d8\\u5927\\u53f7\\u6c34\\u6676\\u73bb\\u7483\\u76d8\\u5bb6\\u7528\\u5ba2\\u5385\\u8336\\u51e0\\u6c99\\u62c9\\u76d8\\u5b50\\u8f7b\\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\\u95ea\\u70c1\\u534a\\u900f\\u660e\\u73bb\\u7483\\u515c\", \"asin\": \"B0DMJZXB5H\", \"price\": \"$149.09\", \"delivery\": \"FREE delivery Apr 30 - May 12\"},\n{\"title\": \"\\u61d2\\u4eba\\u55d1\\u74dc\\u5b50\\u795e\\u5668\\u5403\\u74dc\\u5b50\\u5ba2\\u5385\\u5e8a\\u4e0a\\u6c34\\u679c\\u76d8\\u5bb6\\u7528\\u7cd6\\u679c\\u521b\\u610f\\u96f6\\u98df\\u5e72\\u679c\\u76d8 Household Cleaning\\uff0cKitchen Storage Essentials\", \"asin\": \"B0DZ12VCK8\", \"price\": \"$34.92\", \"delivery\": \"FREE delivery May 7 - 16\"},\n{\"title\": \"MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)\", \"asin\": \"B07SKP4NWM\", \"price\": \"$20.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"Thcbme \\u73bb\\u7483\\u679c\\u76d8\\u9ad8\\u8db3\\u76d8\\u5b50\\u6258\\u76d8\\u6446\\u76d8\\u5bb6\\u7528\\u8f7b\\u5962\\u9152\\u5e97\\u70b9\\u5fc3\\u7cd6\\u679c\\u76d8\\u7cd5\\u70b9\\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\\u9ad8\\u8db3\\u7ad6\\u6761\\u7eb9\\u73bb\\u7483\\u679c\\u76d8\", \"asin\": \"B0DMLCXS93\", \"price\": \"$63.69\", \"delivery\": \"FREE delivery Apr 30 - May 12\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:10.554Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - 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14"}, {"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"}, {"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"}, {"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T05:06:10.554Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T05:06:10.554Z	click	nav_bar	rule	2025-04-14T05:06:10.554Z	click	nav_bar	train	263	2025-04-14T05:06:10.554Z	click	nav_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u679c\u76d8"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "quantity": ""}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "quantity": ""}, {"title": "FUNSUEI 11.8 x 5.1 Inches Set of 6 Wooden Serving Platters, Acacia Wooden Serving Trays with Grooved Design, Rectangular Wood Platters for Fruit, Cookie, Bread, Vegetable, Salad", "asin": "B08ZYPW2BH", "price": "$37.99", "quantity": ""}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""}, {"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "quantity": ""}, {"title": "Luxurious White Textured Ceramic Bowl and Greenery Set,12.5x10.5 Inch Pedestal Decorative Bowl, with 6 Green Succulent Moss Balls, Counter Top, Farmhouse Table Centerpiece, Living Room, Kitchen Decor", "asin": "B0CT4J6NL3", "price": "$149.99", "quantity": ""}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "quantity": ""}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "quantity": ""}, {"title": "12\" Salad Bowl Set with 2 Wooden Hands - Large Acacia Wood Serving Bowl with Serving Utensils - Big Mixing Bowl for Fruits, Salad,Pasta for Kitchen Counter (12\" Diameter x 4.5\" Height)", "asin": "B0D95MZ1NT", "price": "$39.98", "quantity": ""}, {"title": "MALACASA Serving Bowls, 114 OZ(10\") Extra Large Salad Bowls Set of 2, Porcelain White Serving Bowls for Salad, Soup, Pasta and Dinner, Large Ceramic Bowl Set for Entertaining, Series REGULAR", "asin": "B0C5LMMLYP", "price": "$39.89", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Miicol Ceramic Bowls with Lids Set of 4, Food Storage Containers 20 Oz, Porcelain Serving Bowls 5 Inch, Colorful Mixing Bowl, Kitchen Bowl for Meal Prep, Picnic, Lunch.\" Rated 4.6 out of 5 stars by 218 reviews. Eligible for Prime.", "asin": "B08R41LT8B"}, {"title": "Go to detail page for \"Miicol Ceramic Appetizer Plates Set of 6, White Dessert Plates 8 Inch, Small Dinner Plates, Modern Round Salad Plates, Porcelain Serving Dishes for Snack, Bread, Fruit, Microwave & Dishwasher Safe.\" Rated 4.5 out of 5 stars by 376 reviews. Eligible for Prime.", "asin": "B077WRJSM2"}, {"title": "Go to detail page for \"Miicol Prosecco Stopper, Rose Gold Initial Wine Stopper - Personalised Champagne Gift for Wine Lovers.\" Rated 4.8 out of 5 stars by 1069 reviews. Eligible for Prime.", "asin": "B08CCG5MPR"}], "search_results": [{"title": "Livabber Countertop Fruit Basket Bowl with Banana Hanger, Modern Standing Fruit Vegetable Bowl Storage, with Banana Tree Holder for Kitchen Dinning Table (Round Wood, Black)", "asin": "B0CJC1P7XH", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "LEXA 12\" Handmade Natural Bamboo Wooden Salad Bowl - 130 oz Lightweight Large Wooden Bowls for Food - Bamboo Wooden Fruit Bowl for Kitchen Counter, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQH6JYC", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Short Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Gold, 11\" - 1PCS)", "asin": "B08DTTGH6F", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ANTOPY 2 Tier Fruit Basket with 2 Banana Hangers, Countertop Fruit Vegetable Basket Bowl for Kitchen Counter Metal Wire Fruits Storage Stand Holder Organizer for Bread Snack Veggies Produce", "asin": "B09XK615VZ", "price": "$20.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Divided Serving Tray with Lid and Handle - Snackle Box Charcuterie Container for Portable Snack Platters - Clear Organizer for Candy, Fruits, Nuts, Snacks - Perfect for Party, Entertaining", "asin": "B0CKMHSRJC", "price": "$19.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "Auledio Iron 2-Tier Countertop Fruit Vegetables Basket Bowl Storage With Banana Hanger, Black, 64 ounces", "asin": "B08NJKQHLN", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "DMAR Wire Fruit Basket Gold Fruit Bowl for Kitchen Counter Wave Fruit Basket Serving Bowl Wire Fruit Dish for Fruits and Veggies", "asin": "B08CKQQPV8", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit bowl Fruit Basket for Kitchen Countertop Kitchen Storage Baskets Stand Organization, Decor Centerpiece for Kitchen Counter or Dining Room Tables, White", "asin": "B097DNWR91", "price": "$19.88", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "TOSSOW Glass Salad Bowl Irregular Shape Serving Bowls, 25 oz Pyrex Mixing Bowls for Kitchen Prep, Fruit, Snack, Dessert, and Candy Dishes or Nut Bowls(Grey)", "asin": "B097DMYMJM", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "RICCLE Fruit Basket For Kitchen Counter - Fruit Basket With Banana Hanger - Double Layer Metal Wire Fruit Bowl For Kitchen Countertop - Fruit Holder For Produce, Vegetables, Kitchen", "asin": "B09FRXV1MD", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "OwnMy Metal Fruit Bowl Basket Creative Table Centerpiece Fruit Stand Decorative Countertop Fruit Holder for Kitchen Counter, Iron Large Fruit Plate Round Storage Tray for Bread Snacks Candy (Golden)", "asin": "B08LY6G6P4", "price": "$25.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2-Tier Fruit Basket Stand \u2013 Stylish Fruit Holder for Kitchen Countertop, Large Fruit and Vegetable Storage Organizer, Two Tier Fruit Basket for Kitchen", "asin": "B0DDLHV83X", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "HOSY 2 Tier Steel Basket, Standing Storage Rack Ideas for Fruits, Vegetables, Bread, etc. (14-inch)", "asin": "B0DSJQ9GZ5", "price": "$22.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "TOSY Magnet Pyramid Stone - 1 Cube Transforms into 1 Billion Shapes, Easter Basket Stuffers Essentials for Kids/Teens, 243 Rare Earth Magnets, Holographic Design, Puzzle/STEAM Toy", "asin": "B0DMSVXBDV", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "TOSY Flying Disc - 16 Million Colors RGB or 36 LEDs, Extremely Bright, Smart Modes, Easter Basket Stuffers Essentials for Teens/Kids/Adults/Men/Boys/Girls, Auto Light Up, Rechargeable, 175g", "asin": "B0B1YLQD9C", "price": "$28.49", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2 Tier Ceramic Fruit Bowl With Bamboo Wood Stand for Kitchen Counter,Porcelain Fruit Basket for Vegetable Storage,Snack Dessert Cake Tray Plate Rack for Party Wedding - White", "asin": "B09TWQSCLG", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit bowl for kitchen counter - 3-tier ceramic bowl with metal stand, tiered fruit basket for fruit and vegetable storage, snacks, nuts, cakes, desserts + (smoke gray)", "asin": "B0DJVY87J9", "price": "$19.80", "delivery": "FREE delivery Wed, Apr 16 Only 3 left in stock - order soon."}, {"title": "Fruit Bowl with Banana Hanger - Fruit Basket for Kitchen Counter with Holder - Black Chrome", "asin": "B09GY8KJ6Q", "price": "$22.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Livabber Fruit Basket Bowl with Banana Hanger, Fruit Vegetable Storage Basket with Banana Tree Holder for Kitchen Counter, Detachable Organizer for Bread Snack Produce (Gold, 3-Tier Metal Base)", "asin": "B0CLNZC3VM", "price": "$38.99", "delivery": "FREE delivery Apr 25 - 29 for Prime members"}, {"title": "Fruit Bowl for Kitchen Counter - 10\"W Metal & Wood Modern Fruit Bowl for Table - Large Fruit Basket for Kitchen Counter - Stylish Wood & Black Decorative Bowl - Dining Table Centerpiece Decor Bowl", "asin": "B0CXXBSFHR", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "PATIKIL Wood Serving Tray 7 Inch, Square Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B4QMVB", "price": "$16.49", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 4 left in stock - order soon."}, {"title": "Small Wooden Platters Rectangle Long Charcuterie Boards Acacia Wood Serving Trays Home Decor Cheese Board Cake Appetizer Plates Kitchen Charcuterie Platter for Food Dish Rectangular Dessert Snack Tray", "asin": "B0C6T55PNX", "price": "$9.98", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "PATIKIL Wood Serving Tray 10x7 Inch Outer Base, Rectangular Decorative Platter for Home Decor Kitchen Table Candle Holder, Brown", "asin": "B0C3B92J1N", "price": "$15.39", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Classic Style Curved-Edge Modern Creative Stylish Single Tier Dish,Metal Iron Wire Fruit Vegetables Bread Decorative Stand Serving Bowls Basket Holder (Dish) (Gold)", "asin": "B0CC93RKWP", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16 Only 10 left in stock (more on the way)."}, {"title": "The Fine Living Co. Wooden Fruit Bowl, Large Serving Platter for Dessert, Round Shaped Serving Bowl for Cake, Snacks, Acacia Wood Bowls for Centrepiece, Wedding, Natural, 12\"x2\"", "asin": "B0C5MLWL7R", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "CAXXA Countertop Fruit Bowl, Wire Basket for Fruits, Breads, Vegetables,Snacks, Black", "asin": "B08CV7G68L", "price": "$16.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "MALACASA 48 Oz Pasta Bowls Set of 4, 9 Inch Salad Bowls, White Ceramic Serving Bowls for Kitchen, Microwave & Dishwasher Safe, Series LUNA, White", "asin": "B0DCJV2HZC", "price": "$25.96", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "UPPER Ottoman Tray 17x13 Inches Acacia Wood Serving Tray with Handles, Decorative Serving Tray with Handles, Wooden Serving Tray for Ottoman, Coffee Table Tray, Breakfast Tray Anti-Skid Pads Included", "asin": "B0DLSJ78TR", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "KOLWOVEN Solid Acacia Wood Serving Tray - 3 Pack, 11.8\" x 5.9\" Rectangular Wooden Serving Platter, Wood Boards for Food, Mini Cheese Board for Vegetable, Charcuterie, Appetizer, Decor (Set 3)", "asin": "B0CT92TV7F", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 16 Only 7 left in stock - order soon."}, {"title": "Gomakren 3 Tier Serving Stand with Porcelain Serving Platter Tray - Collapsible Gold Stand with 3 Piece Large14 Inch White Plates for Food Presentation Dessert Server Display and Entertaining", "asin": "B0BYVNCFJM", "price": "$36.99", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "\u6c34\u679c\u76d8\uff0c \u5ba2\u5385\uff0c \u5bb6\u5c45\u5ba2\u5385\uff0c \u5496\u5561\u684c\uff0c \u6c34\u679c\u76d8\uff0c \u5c0f\u5403\uff0c \u6c34\u6676\u6c34\u679c\u7f50\uff0c \u7cd6\u679c\u76d8", "asin": "B0F26K5325", "price": "$10.15", "delivery": "FREE delivery May 1 - 16 Or fastest delivery Apr 18 - 22"}, {"title": "PLASTICPRO 6 Sectional Round Plastic Serving Tray/Platters White & Silver Pack of 2", "asin": "B081D8XY7V", "price": "$12.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Bowls and with Lid Gold Basket Trays, 6 Removable Small Bowls Condiment Trays Nut Serving Set for Snacks, Fruits, Candy and Condiments - Great for Parties, Holiday Gifts, White", "asin": "B0BL799FVM", "price": "$33.89", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "60oz Salad Bowl Set,2 Pack Serving Bowls for Entertaining,8inch Large White Ceramic Bowl for Side Dishes,Soup, Pho, Cereal, Pasta, Fruit, Microwave and Dishwasher Safe", "asin": "B0D9PTJRXL", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "GNIEMCKIN Wooden Serving Platter, 8 x 8 Inch, Set of 5, Acacia Wood Tray, Perfect for Serving Charcuterie, Appetizers, Desserts, Dips, Sushi, Parties, Family Gatherings, Weddings, and Home Decor", "asin": "B0D4D7VWJ5", "price": "$36.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "OwnMy 3-Tier Fruit Basket Stand Decorative Iron Fruit Bowl, Metal Wire Fruit Holder Storage Trays Table Countertop Holder for Vegetables Bread Snack, Modern Fruit Bowls for Kitchen Home Use (Gold)", "asin": "B08YNQDT5W", "price": "$29.99", "delivery": "FREE delivery Apr 18 - 21 for Prime members"}, {"title": "Divided Serving Tray with Lid and Handle Fruit Containers for Fridge Snack Box Container Divided Storage Box for Platters for Serving Food Outdoor Party Snack Cracker and Spice Organizer", "asin": "B0DGGDCJ6V", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "LEXA 12\" Handmade White Bamboo Wooden Fruit Bowl for Kitchen Counter - 130Oz Lightweight Large Bamboo Wooden Bowls for Food, Wooden Salad Bowl, Wood Bowls for food - Wooden Serving Bowl for Snacks", "asin": "B0BBQL4LNC", "price": "$28.99", "delivery": "FREE delivery Apr 19 - 22 for Prime members"}, {"title": "LE TAUCI Pasta Bowls 32 oz, Salad Bowls Set for Serving Soup, Pasta, Noodle, Dinner, Large Kitchen Bowl Plates, Microwave Safe - 7.8 Inch, Set of 4, White", "asin": "B08F4GHM23", "price": "$28.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "2 Tier Fruit Basket for Kitchen- Bamboo Fruit and Vegetable Storage Bowl Stand for Kitchen Countertop, Produce Basket Fruit Holder for Potato, Onion, Bread, Snack Storage", "asin": "B0B6ZV5VV5", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Ceramic Fruit Bowl, 10 Inch White Fruit Bowl For Kitchen Counter,White Pedestal Bowl for Decor,Decorative Fruit Bowl for Kitchen & Home Decor (Ceramic White)", "asin": "B0CFY36QTL", "price": "$31.97", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Chip and Dip Serving Set, 13.5\" Serving Platters and Trays, Appetizer Serving Tray, Divided Serving Tray, Party Serving Relish Trays and Platters, Lazy Susan Taco Bar, Lazy Susan Serving Platter", "asin": "B0CPD1MZ87", "price": "$52.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "DOWAN 360\u00b0 Rotatable Serving Tray and Platters, 12 Inch Divided Serving Bowls for Party, Kitchen Decor, Removable Serving Dishes for Chips and Dip, Fruit, Veggies, Candy and Snacks, 7 Pieces, White", "asin": "B099RHFZDV", "price": "$37.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "3 Pack Divided Serving Tray, 13 Inch Unbreakable Chip and Dip Platter, Melamine Appetizer Serving Plate, 5 Sectional Party Snack Relish Tray for Serving Food, Nuts, Candy, Dried Fruit, Veggies", "asin": "B0C4SSVQSD", "price": "$23.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Bowl for Kitchen Counter, Large Fruit Basket Morden Fruits Holder for Table Centerpiece Decorative Fruit Bowls Stainless Steel Fruit Stand Creative Home Decor Bread Vegetable Storage Organizer", "asin": "B08B3F97WX", "price": "$24.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Colorful Woven Glass Fruit Bowls Set of 2 (2 colors). Decoration Old Fashioned Glass Plates. 10 inch Large Bowl Hand Painted Multicolor Salad Bowls. Suitable for Dessert, Candy, Snack & More.", "asin": "B0D2L5RHLS", "price": "$28.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 6 left in stock - order soon."}, {"title": "Folkulture Wooden Fruit Bowl for Kitchen Counter \| 12\" Large Premium Banana Fruit Basket for Kitchen \| Black Wood Bowl with Holder, Pedestal for Table Decor, Centerpiece for Dining Table", "asin": "B09TFGMVR8", "price": "$39.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Divided Serving Tray with Lid and Handle, Rotating Snackle Boxes Container Spinner, Portable Snack Tray Organizer with Cutlery, 6 Compartment Veggie Fruit Charcuterie Platter for Travel Party Picnic", "asin": "B0DB82XCD1", "price": "$18.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 18 left in stock - order soon."}, {"title": "Fruit Basket, 2 Tier Bamboo Fruit Basket for Kitchen, 11\" Tall Fruit Stand Storage Holder, Heavy Duty/Large Capacity for Vegetables, Fruit, and Snack, 15 mm Thickness (Self-assembly)", "asin": "B09YJ7TSYM", "price": "$28.98", "delivery": "FREE delivery Apr 30 - May 14 for Prime members"}, {"title": "Modern Farmhouse 2 Tier Fruit Basket for Kitchen Counter, Vintage Wire and Wooden Base Fruit Bowl / Stand for Kitchen countertop Decor - Double Tree Fruit & Vegetables Basket", "asin": "B0BLFMGBCK", "price": "$42.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Fruit Basket for Kitchen Counter 2 Pack, Fruit Plate Decorative Bowls with Draining Holes, Fruit and Vegetable Holders for Countertops, Home Decor Serving Dish Table Centerpiece Decoration", "asin": "B0B1B2BVSK", "price": "$22.99", "delivery": "FREE delivery May 2 - 12 Or fastest delivery Apr 15 - 16 Only 9 left in stock - order soon."}, {"title": "Metal Wire Fruit Basket, Black Fruit Bowl for Kitchen Counter, Fruit Holder Stand Storage Baskets for Countertop, Home Decor, Table Centerpieces, Vegetable Bowls for Fruits, Veggies, Snacks (Black)", "asin": "B08HC5MVJ1", "price": "$14.87", "delivery": "FREE delivery Sat, Apr 19 for Prime members"}, {"title": "Fruit Bowl for Kitchen Counter - 3 Tier Ceramic Serving Bowls with Metal Stand, Tiered Fruit Basket for Fruit Vegetable Storage, Snack, Nuts, Cake, Dessert, Small & Cute (Gold-Rimmed)", "asin": "B0D2573S3Z", "price": "$46.99", "delivery": "FREE delivery Apr 21 - 25 for Prime members"}, {"title": "Ceramic Fruit Bowl or Decorative Pedestal Bowl for Table D\u00e9cor, 10\" Fruit Basket for Kitchen Counter or Home Decor, Fruit & Vegetable Holder, Large Ceramic Fruit Bowl for Home Decorative Centerpiece", "asin": "B0CPSBC2CT", "price": "$35.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "mwellewm 10 Pcs Round Plastic Appetizer Tray with Lid Divided Serving Tray, Disposable Food Storage Containers, Kids Snack, Fruit Platter Vegetable Trays for Party and Buffet", "asin": "B09TT7F77N", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Mascot Desktop Decoration Buddhist Utensils Religious Pray Sacrificial Supplies \u9676\u74f7\u4f9b\u76d8 \u4f9b\u4f5b\u679c\u76d8\u4f5b\u524d\u6c34\u679c\u76d8 \u5bb6\u7528\u4e0a\u9999\u83b2\u82b1\u9ad8\u811a\u8d21\u76d8\u4f9b\u54c1\u4f5b\u5177\u7528\u54c1 1Pcs(\u62db\u8d22\u6b3e6\u5bf8\u3010\u9ec4\u8272\u3011)", "asin": "B0C9LPVDCF", "price": "$49.42", "delivery": "$4.99 delivery May 5 - 14"}, {"title": "Decor Metal Fruit Bowl, Modern Kitchen Fruit Basket, Large Round Kitchen Basket, for Fruit, Vegetable, Bread, Candy and Nut - Gold", "asin": "B099NQK8W7", "price": "$25.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Thcbme 2024\u9ad8\u7aef\u65f6\u5c1a\u6c34\u679c\u76d8\u5927\u53f7\u6c34\u6676\u73bb\u7483\u76d8\u5bb6\u7528\u5ba2\u5385\u8336\u51e0\u6c99\u62c9\u76d8\u5b50\u8f7b\u5962/Plates and Bowls Set, Safety for Microwave & Dishwasher,/30.5CM\u95ea\u70c1\u534a\u900f\u660e\u73bb\u7483\u515c", "asin": "B0DMJZXB5H", "price": "$149.09", "delivery": "FREE delivery Apr 30 - May 12"}, {"title": "\u61d2\u4eba\u55d1\u74dc\u5b50\u795e\u5668\u5403\u74dc\u5b50\u5ba2\u5385\u5e8a\u4e0a\u6c34\u679c\u76d8\u5bb6\u7528\u7cd6\u679c\u521b\u610f\u96f6\u98df\u5e72\u679c\u76d8 Household Cleaning\uff0cKitchen Storage Essentials", "asin": "B0DZ12VCK8", "price": "$34.92", "delivery": "FREE delivery May 7 - 16"}, {"title": "MYOSOTIS Foldable Fruit Basket Gift Bamboo Fruit and Veggie Basket,Fruit Bowl Holder Dried Fruit Basket For Christmas decorations Holiday Party Mom Gifts (Apple)", "asin": "B07SKP4NWM", "price": "$20.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Thcbme \u73bb\u7483\u679c\u76d8\u9ad8\u8db3\u76d8\u5b50\u6258\u76d8\u6446\u76d8\u5bb6\u7528\u8f7b\u5962\u9152\u5e97\u70b9\u5fc3\u7cd6\u679c\u76d8\u7cd5\u70b9\u76d8/Home Buffet Porcelain Chip Plates/Dinnerware Plates, Bowls,/\u9ad8\u8db3\u7ad6\u6761\u7eb9\u73bb\u7483\u679c\u76d8", "asin": "B0DMLCXS93", "price": "$63.69", "delivery": "FREE delivery Apr 30 - May 12"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T05:06:10.554Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T05:06:13.487Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T05:06:13.487Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T05:06:13.487Z	click	nav_bar	rule	2025-04-14T05:06:13.487Z	click	nav_bar	train	264	2025-04-14T05:06:13.487Z	click	nav_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T05:06:13.487Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:34.325Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:34.325Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:06:34.325Z	input	lenovo legion r7000p 2021H battery	rule	2025-04-14T06:06:34.325Z	input	lenovo legion r7000p 2021H battery	train	265	2025-04-14T06:06:34.325Z	input	lenovo legion r7000p 2021H battery	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:34.325Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"lenovo legion r7000p 2021H battery\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:34.570Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:34.570Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:06:34.570Z	click	search	rule	2025-04-14T06:06:34.570Z	click	search	train	266	2025-04-14T06:06:34.570Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:34.570Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"lenovo legion r7000p 2021H battery\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"ads\": [{\"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\", \"asin\": \"B07ZRBTLRN\"},\n{\"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\", \"asin\": \"B01F4OOFL6\"}],\n\"search_results\": [{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n{\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n{\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n{\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n{\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n{\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:06:49.552Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:49.552Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:06:49.552Z	click_product	B07QX7XHC9	rule	2025-04-14T06:06:49.552Z	click_product	B07QX7XHC9	train	267	2025-04-14T06:06:49.552Z	click_product	B07QX7XHC9	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:06:49.552Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"lenovo legion r7000p 2021H battery\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"ads\": [{\"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\", \"asin\": \"B07ZRBTLRN\"},\n{\"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\", \"asin\": \"B01F4OOFL6\"}],\n\"search_results\": [{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n{\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n{\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n{\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n{\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n{\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:11.296Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:11.296Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:07:11.296Z	click	search	rule	2025-04-14T06:07:11.296Z	click	search	train	268	2025-04-14T06:07:11.296Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:11.296Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"lenovo legion r7000p 2021H battery\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"ads\": [{\"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\", \"asin\": \"B07ZRBTLRN\"},\n{\"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\", \"asin\": \"B01F4OOFL6\"}],\n\"search_results\": [{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n{\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n{\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n{\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n{\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n{\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:13.175Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:13.175Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:07:13.175Z	input	lenovo legion r7000p battery	rule	2025-04-14T06:07:13.175Z	input	lenovo legion r7000p battery	train	269	2025-04-14T06:07:13.175Z	input	lenovo legion r7000p battery	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p 2021H battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:13.175Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"lenovo legion r7000p battery\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)\", \"asin\": \"B0C3LGC7ZG\", \"price\": \"$29.99\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.99\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"ads\": [{\"title\": \"65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord\", \"asin\": \"B07ZRBTLRN\"},\n{\"title\": \"LQM\\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]\", \"asin\": \"B01F4OOFL6\"}],\n\"search_results\": [{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon.\"},\n{\"title\": \"Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1\", \"asin\": \"B0D8KPJQ8R\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members\"},\n{\"title\": \"L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh\", \"asin\": \"B0728MYQYP\", \"price\": \"$38.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh\", \"asin\": \"B0CSD9VY1Q\", \"price\": \"$58.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 18 left in stock - order soon.\"},\n{\"title\": \"L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh\", \"asin\": \"B0CDPRM1F7\", \"price\": \"$69.99\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 8 left in stock - order soon.\"},\n{\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3\", \"asin\": \"B0CLNXDC7M\", \"price\": \"$29.93\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 16 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh\", \"asin\": \"B0CDFQJZV8\", \"price\": \"$49.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon.\"},\n{\"title\": \"ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh\", \"asin\": \"B0CKXB55H9\", \"price\": \"$45.88\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon.\"},\n{\"title\": \"L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh\", \"asin\": \"B0D5L1SVHC\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n{\"title\": \"ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK\", \"asin\": \"B0CR3LZXRK\", \"price\": \"$41.33\", \"delivery\": \"FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon.\"},\n{\"title\": \"ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1\", \"asin\": \"B0B15BD2F7\", \"price\": \"$45.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:14.714Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:14.714Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:07:14.714Z	click	search	rule	2025-04-14T06:07:14.714Z	click	search	train	270	2025-04-14T06:07:14.714Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "65W AC Laptop Charger for Lenovo IdeaPad Flex 3 5 14iwl Series l340 S340 510s 120s S145 110 110s 130s 330S 510 Laptop Adapter Power Supply Cord", "asin": "B07ZRBTLRN"}, {"title": "LQM\u00ae New VV0NF Laptop Battery for Dell Latitude E5540 E5440 0M7T5F F49WX NVWGM 0K8HC 1N9C0 7W6K0 CXF66 WGCW6 [11.1V 65Wh]", "asin": "B01F4OOFL6"}], "search_results": [{"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y540-17IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 L17M3PG1", "asin": "B0D8KPJQ8R", "price": "$35.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members"}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L22M4PA0 Laptop Battery Replacement for Lenovo Legion Slim 5 16APH8 16IRH8 LOQ 15APH8 15IRH8 16APH8 16IRH8 IdeaPad 1 15IAU7 Series SB11K38532 5B11K38526 L22B4PA0 L22X4PA0 L22D4PA0 15.44V 60Wh", "asin": "B0CSD9VY1Q", "price": "$58.99", "delivery": "FREE delivery Wed, Apr 16 Only 18 left in stock - order soon."}, {"title": "L22M4PC1 Laptop Battery Replacement for Lenovo Legion Pro 7 16IRX8 16IRX8H Series Notebook SB11K38958 5B11K38950 L22D4PC1 SB11K38962 5B11K38957 Black 15.52V 99.9Wh 6440mAh", "asin": "B0CDPRM1F7", "price": "$69.99", "delivery": "FREE delivery Wed, Apr 16 Only 8 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L17C3PG2 Battery Compatible with Lenovo Legion Y7000 Y7000-1060 Y7000P Y530 Y530-15ICH Y540 Y730 Y740 Y740-15ICH Series Notebook L17M3PG2 L17M3PG1 L17C3PG1 L17L3PG1 L17M3PG3", "asin": "B0CLNXDC7M", "price": "$29.93", "delivery": "FREE delivery Wed, Apr 16 Only 16 left in stock - order soon."}, {"title": "ANTIEE L20C4PC1 L20D4PC1 L20M4PC1 Laptop Battery for Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6H 16ITH6 Legion 5-15ITH6 15ITH6H 15ACH6A 15ACH6 15ACH6H Legion 7-16ITHg6 16ACHg6 Series 15.36V 80Wh", "asin": "B0CDFQJZV8", "price": "$49.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 2 left in stock - order soon."}, {"title": "ANTIEE L19C4PC3 L19M4PC3 Laptop Battery Replacement for Lenovo Legion S7-15IMH5 82BC S7-15ARH5 82HM, Legion Y9000 R9000X 2021 Series Notebook SB10Z49582 5B10Z49583 SB10Z49580 5B10Z49581 71Wh 4623mAh", "asin": "B0CKXB55H9", "price": "$45.88", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 1 left in stock - order soon."}, {"title": "L21M4PE1 Laptop Battery Replacement for Lenovo Legion S7 16IAH7 82TF, Legion S7 16ARHA7 82UG, Yoga 7 16IAH7 82UF Series L21C4PE1 L21B4PE1 15.52V 99.99Wh 6443mAh", "asin": "B0D5L1SVHC", "price": "$45.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ANTIEE 71WH L20M4PD3 L20L4PD3 Laptop Battery for Lenovo Legion S7-15ACH6 82K8 S7-16IAH7 82TF S7-16ARHA7 82UG,Slim 7 15ACH6 82K8 Gen 6 (15 inch) Gaming,ThinkBook 16p Gen 2 R9000X 2021R 20YM G3 ARH 21EK", "asin": "B0CR3LZXRK", "price": "$41.33", "delivery": "FREE delivery Sat, Apr 19 for Prime members Only 4 left in stock - order soon."}, {"title": "ASODI L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 7-16ITHg6 16ACHg6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series L20D4PC1 L20M4PC1", "asin": "B0B15BD2F7", "price": "$45.74", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:14.714Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": 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\"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. 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Eligible for Prime.\", \"asin\": \"B073GVMTLK\"},\n{\"title\": \"Go to detail page for \\\"GHU New 94 Wh Laptop Battery 0A36303 0A36302 45N1001 70++ Compatible for Lenovo Thinkpad T410 T420 T420i T430 L410 L412 L520 L530 E420 E425 E520 E525 SL410 Sl510 Replacement for 45N1005 45N1007.\\\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.\", \"asin\": \"B073GTDJSM\"},\n{\"title\": \"Go to detail page for \\\"GHU New Battery 70+ 48 WH Replacement for 0A36302 0A36303 45N1001 42T4733 Compatible with Lenovo Thinkpad T410 T420 T430 W530 W510 W520 L410 T530 L420 L430 42T4235 42T4731 42T4757 42T4737 42T4753.\\\" Rated 4.2 out of 5 stars by 372 reviews. 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order soon.\"},\n{\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B09N39XG46\", \"price\": \"$46.74\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 5 left in stock - order soon.\"},\n{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon.\"},\n{\"title\": \"LENOVO 11.4V 24Wh 68 3-Cell Li-ion Battery 0C52861 45N1124 45N1775 45N1126 45N1127 For Lenovo ThinkPad X240 X240S X250 X260 X270 T440 T440S T450 T450S T460 T460P T470P T550 T560 W550 L450 L460 Laptops\", \"asin\": \"B0757NM7ZS\", \"price\": \"$47.99\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"Dentsing L22B4PA0 15.44V 60Wh Laptop Battery for Lenovo Legion Slim 5 16APH8 16IRH8 Series 5B11K38530 SB11K38532 5B11K38526 SB11K38527 5B11K38529 SB11K38533\", \"asin\": \"B0DGLJWVCY\", \"price\": \"$60.69\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon.\"},\n{\"title\": \"L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh\", \"asin\": \"B083LQHCZL\", \"price\": \"$42.74\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15\"},\n{\"title\": \"L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V\", \"asin\": \"B084G1WFBM\", \"price\": \"$43.74\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 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order soon.\"},\n{\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon.\"},\n{\"title\": \"L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 15 Only 15 left in stock - order soon.\"},\n{\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery for Lenovo Legion 5P-15IMH05 5P-15ARH05H Legion 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series L19C4PC0 L19M4PC0 5B10W86192 5B10W86194 5B10W86195 5B10W86196\", \"asin\": \"B099N3THG3\", \"price\": \"$39.99\", \"delivery\": \"$11.98 delivery Apr 23 - May 5\"},\n{\"title\": \"ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh\", \"asin\": \"B0DC6S2X9B\", \"price\": \"$42.22\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B08J7V9V8G\", \"price\": \"$43.19\", \"delivery\": \" Same-Day FREE delivery Today 5 PM - 10 PM\"},\n{\"title\": \"L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh\", \"asin\": \"B0CVMZCQKN\", \"price\": \"$42.74\", \"delivery\": \"FREE delivery Wed, Apr 16 Only 13 left in stock - order soon.\"},\n{\"title\": \"ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh\", \"asin\": \"B09PFY1LJK\", \"price\": \"$44.99\", \"delivery\": \"FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon.\"},\n{\"title\": \"ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00\", \"asin\": \"B0D8BL99TH\", \"price\": \"$12.99\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon.\"},\n{\"title\": \"ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh\", \"asin\": \"B09PH8TQHQ\", \"price\": \"$41.74\", \"delivery\": \"FREE delivery Wed, Apr 16\"},\n{\"title\": \"L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh\", \"asin\": \"B084JPJMXK\", \"price\": \"$40.74\", \"delivery\": \"FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:27.665Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "Go to detail page for \"GHU New Battery 70+ 48 WH 0A36302 0A36303 45N1001 Compatible with Lenovo Thinkpad T410 T420 T430 T510 W530 W510 W520 L410 L420 L430 42T4751 45N1005 42T4235 45N1011 42T4757 42T4737 42T4753 42T4791.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B073GVMTLK"}, {"title": "Go to detail page for \"GHU New 94 Wh Laptop Battery 0A36303 0A36302 45N1001 70++ Compatible for Lenovo Thinkpad T410 T420 T420i T430 L410 L412 L520 L530 E420 E425 E520 E525 SL410 Sl510 Replacement for 45N1005 45N1007.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B073GTDJSM"}, {"title": "Go to detail page for \"GHU New Battery 70+ 48 WH Replacement for 0A36302 0A36303 45N1001 42T4733 Compatible with Lenovo Thinkpad T410 T420 T430 W530 W510 W520 L410 T530 L420 L430 42T4235 42T4731 42T4757 42T4737 42T4753.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B01NBPOSJD"}], "search_results": [{"title": "L17M3PG2 L17M3PG1 Laptop Battery for Lenovo Legion Y530-15ICH Y540-15IRH-PG0 Y540-17IRH Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 L17L3PG1 L17C3PG1 L17C3PG2", "asin": "B0CNBG3N9X", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16 Only 6 left in stock - order soon."}, {"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194", "asin": "B09PFXCWYH", "price": "$46.22", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 5 left in stock - order soon."}, {"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon."}, {"title": "LENOVO 11.4V 24Wh 68 3-Cell Li-ion Battery 0C52861 45N1124 45N1775 45N1126 45N1127 For Lenovo ThinkPad X240 X240S X250 X260 X270 T440 T440S T450 T450S T460 T460P T470P T550 T560 W550 L450 L460 Laptops", "asin": "B0757NM7ZS", "price": "$47.99", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "Dentsing L22B4PA0 15.44V 60Wh Laptop Battery for Lenovo Legion Slim 5 16APH8 16IRH8 Series 5B11K38530 SB11K38532 5B11K38526 SB11K38527 5B11K38529 SB11K38533", "asin": "B0DGLJWVCY", "price": "$60.69", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."}, {"title": "L17M3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y7000 2019 1050 Y7000-2019-PG0 Y540-15IRH-PG0 Y7000P Series Notebook L17L3PG1 L17M3PG3 L17C3PG1 11.25V 52.5Wh", "asin": "B083LQHCZL", "price": "$42.74", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "L14M3P24 L14S3P24 Laptop Battery Compatible with Lenovo Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN IdeaPad Y700-14ISK 700-15ISK 700-17ISK Series L14M3P24 L14S3P24 5B10H41181 L16M3P24 45Wh 11.25V", "asin": "B084G1WFBM", "price": "$43.74", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 12 left in stock - order soon."}, {"title": "Dentsing L19C4PC1 L19M4PC1 Laptop Battery Compatible with Lenovo Legion 5-15IMH05 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC0 5B10W86194 5B10W86192 SB10W86193", "asin": "B08MWGDZYC", "price": "$45.69", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 3 left in stock - order soon."}, {"title": "L14M3P24 5B10H41181 5B10H41180 Laptop Battery Replacement for Lenovo IdeaPad Y700-14ISK 700-15ISK Legion Y520-15IKBA Y520-15IKBM Y520-15IKBN Series L14S3P24 L16S3P24 L16M3P24 11.1V 45Wh", "asin": "B0728MYQYP", "price": "$38.99", "delivery": " Two-Day FREE delivery Tue, Apr 15"}, {"title": "Dentsing 80Wh 5182mAh L23M4PK5 Laptop Battery Compatible with Lenovo Legion 5i(16 Gen 9) / Y7000P IRX9 2024 Series Notebook L23B4PK5 L23C4PK5 L23D4PK5 L23L4PK5", "asin": "B07WSQ6PVD", "price": "$79.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 7 left in stock - order soon."}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM Only 10 left in stock - order soon."}, {"title": "L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0", "asin": "B0CDM6Z5PW", "price": "$54.99", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 15 left in stock - order soon."}, {"title": "L19C4PC1 L19M4PC1 80Wh Laptop Battery for Lenovo Legion 5P-15IMH05 5P-15ARH05H Legion 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series L19C4PC0 L19M4PC0 5B10W86192 5B10W86194 5B10W86195 5B10W86196", "asin": "B099N3THG3", "price": "$39.99", "delivery": "$11.98 delivery Apr 23 - May 5"}, {"title": "ZTHY L20C4PC0 L20D4PC0 Laptop Battery Replacement for Lenovo Legion 5-15ACH6 5-15ACH6A 5-15ACH6H 5-15IAH7 5-15IAH7H 5-15ITH6 5-15ITH6H Ideapad Gaming 3-15ACH6 Series L20L4PC0 L20M4PC0 15.36V 60Wh", "asin": "B0DC6S2X9B", "price": "$42.22", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B08J7V9V8G", "price": "$43.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh", "asin": "B0CVMZCQKN", "price": "$42.74", "delivery": "FREE delivery Wed, Apr 16 Only 13 left in stock - order soon."}, {"title": "ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh", "asin": "B09PFY1LJK", "price": "$44.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh", "asin": "B084JPJMXK", "price": "$40.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:27.665Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:07:27.665Z	click_product	B09N39XG46	rule	2025-04-14T06:07:27.665Z	click_product	B09N39XG46	train	271	2025-04-14T06:07:27.665Z	click_product	B09N39XG46	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "Geyoga 12 Pair House Slipper for Guest Non Slip Disposable Slipper for Travel Washable Reusable Closed Toe Hotel Bridesmaid Indoor Spa Wedding Party Shoeless Home(Deep Color,M)", "asin": "B0C3LGC7ZG", "price": "$29.99", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.99", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "ads": [{"title": "Go to detail page for \"GHU New Battery 70+ 48 WH 0A36302 0A36303 45N1001 Compatible with Lenovo Thinkpad T410 T420 T430 T510 W530 W510 W520 L410 L420 L430 42T4751 45N1005 42T4235 45N1011 42T4757 42T4737 42T4753 42T4791.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B073GVMTLK"}, {"title": "Go to detail page for \"GHU New 94 Wh Laptop Battery 0A36303 0A36302 45N1001 70++ Compatible for Lenovo Thinkpad T410 T420 T420i T430 L410 L412 L520 L530 E420 E425 E520 E525 SL410 Sl510 Replacement for 45N1005 45N1007.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B073GTDJSM"}, {"title": "Go to detail page for \"GHU New Battery 70+ 48 WH Replacement for 0A36302 0A36303 45N1001 42T4733 Compatible with Lenovo Thinkpad T410 T420 T430 W530 W510 W520 L410 T530 L420 L430 42T4235 42T4731 42T4757 42T4737 42T4753.\" Rated 4.2 out of 5 stars by 372 reviews. Eligible for Prime.", "asin": "B01NBPOSJD"}], "search_results": [{"title": "L17M3PG2 L17M3PG1 Laptop Battery for Lenovo Legion Y530-15ICH Y540-15IRH-PG0 Y540-17IRH Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 L17L3PG1 L17C3PG1 L17C3PG2", "asin": "B0CNBG3N9X", "price": "$42.99", "delivery": "FREE delivery Wed, Apr 16 Only 6 left in stock - order soon."}, {"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 5-15IMH05 5-15ARH05 Legion Y7000P R7000P 2020 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194", "asin": "B09PFXCWYH", "price": "$46.22", "delivery": " Two-Day FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 5 left in stock - 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order soon."}, {"title": "L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B08J7V9V8G", "price": "$43.19", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"}, {"title": "L19M4PC1 L19C4PC1 Laptop Battery Replacement for Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 15.36V 80Wh 5335mAh", "asin": "B0CVMZCQKN", "price": "$42.74", "delivery": "FREE delivery Wed, Apr 16 Only 13 left in stock - order soon."}, {"title": "ASODI L19C4PC0 5B10W86196 60Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC1 5B10W86194 L19M4PC1 5B10W86192 L19M4PC0 5B10W86195 4010mAh", "asin": "B09PFY1LJK", "price": "$44.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members Only 7 left in stock - order soon."}, {"title": "ZAHARA CR2016 CMOS Battery for Lenovo Legion 5-15 Legion 5-17 Legion 5P-15 Legion 5 Pro-16 Legion Pro 7-16 Legion 7-16 Slim 7 Prox 14 Legion Slim 5-14 5B10S34077 5B10S34078 GC000000M00 GC000000N00", "asin": "B0D8BL99TH", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 2 left in stock - order soon."}, {"title": "ASODI L17M3PG1 Laptop Battery Compatible with Legion Y530-15ICH Y545-PG0 Y540-15IRH Y7000P Y7000 Y7000-2019-PG Series L17C3PG1 L17L3PG1 L17M3PG2 L17C3PG2 11.34V 52.5Wh 4630mAh", "asin": "B09PH8TQHQ", "price": "$41.74", "delivery": "FREE delivery Wed, Apr 16"}, {"title": "L20M4PC0 Laptop Battery Compatible with Lenovo Ideapad Gaming 3-15ACH6 Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Series 5B11B48816 L20D4PC0 5B11B48819 L20C4PC0 5B11B48827 L20L4PC0 60Wh", "asin": "B084JPJMXK", "price": "$40.74", "delivery": "FREE delivery Thu, Apr 17 for Prime members Only 20 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:27.665Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-08T02:26:57.406Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:00.610Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-08T02:27:37.905Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-08T02:27:52.506Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 silver light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:52.784Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.455Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:54.626Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:56.191Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:27:59.523Z\", \"action\": \"input\", \"action_argument\": \"apple watch \\u8868\\u5e26 light gray nylon\"}\n{\"timestamp\": \"2025-04-08T02:27:59.802Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-08T02:28:19.403Z\", \"action\": \"click_product\", \"action_argument\": \"B095K39ZYQ\"}\n{\"timestamp\": \"2025-04-08T02:28:43.766Z\", \"action\": \"click_product\", \"action_argument\": \"B08ZSHTCTJ\"}\n{\"timestamp\": \"2025-04-08T02:28:52.692Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:28:58.483Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:29:03.504Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:15.209Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-08T02:30:41.679Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:49.458Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-08T02:30:50.246Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:04:39.512Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:05:22.346Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:25.355Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:05:37.444Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:05:51.112Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:06:02.544Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-10T18:06:42.362Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:45.015Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-10T18:06:46.337Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-10T18:10:54.266Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-10T18:10:55.877Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-10T18:11:40.646Z\", \"action\": \"purchase\", \"action_argument\": \"B0DVSW7QH1\"}\n{\"timestamp\": \"2025-04-11T02:38:02.204Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T02:38:26.945Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T02:38:26.982Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-11T04:02:36.778Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"lenovo legion r7000p battery\"}],\n\"product_details\": [{\"asin\": \"B09N39XG46\"},\n{\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\"},\n{\"price\": \"$46.74\"},\n{\"bullet_list\": \"<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\\u2019t worry about it, you can click on seller store on right corner \\u201cask a question\\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service.\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Style\": \"L19C4PC1 80Wh battery\"}],\n\"promotion_items\": [{\"title\": \"L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194\", \"asin\": \"B0DBZHXTH9\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483\", \"asin\": \"B0DHV5KPDV\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...\", \"asin\": \"B088312W5C\", \"price\": \"$49.27\", \"quantity\": \"\"},\n{\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n{\"title\": \"Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh\", \"asin\": \"B07QX7XHC9\", \"price\": \"$41.74\", \"quantity\": \"\"},\n{\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\", \"quantity\": \"\"},\n{\"title\": \"L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...\", \"asin\": \"B0BLJQKPPR\", \"price\": \"$49.05\", \"quantity\": \"\"},\n{\"title\": \"YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732\", \"asin\": \"B0BJ282S44\", \"price\": \"$33.88\", \"quantity\": \"\"},\n{\"title\": \"Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732\", \"asin\": \"B01C9V0002\", \"price\": \"$24.47\", \"quantity\": \"\"},\n{\"title\": \"YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...\", \"asin\": \"B0DPLY214X\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...\", \"asin\": \"B0D56Z16MJ\", \"price\": \"$48.99\", \"quantity\": \"\"},\n{\"title\": \"Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...\", \"asin\": \"B09G2M6XM1\", \"price\": \"$25.42\", \"quantity\": \"\"},\n{\"title\": \"L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...\", \"asin\": \"B09DKW9R31\", \"price\": \"$49.05\", \"quantity\": \"\"},\n{\"title\": \"L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...\", \"asin\": \"B0C4JM7P8K\", \"price\": \"$39.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh\", \"asin\": \"B09N39XG46\", \"price\": \"$46.74\"},\n{\"title\": \"OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh\", \"asin\": \"B08L4JTC79\", \"price\": \"$45.74\"},\n{\"title\": \"Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192\", \"asin\": \"B07MM9YFS1\", \"price\": \"$45.69\"},\n{\"title\": \"L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh\", \"asin\": \"B07SVP5HPB\", \"price\": \"$47.74\"},\n{\"title\": \"LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0\", \"asin\": \"B0CDM6Z5PW\", \"price\": \"$54.99\"},\n{\"title\": \"EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1\", \"asin\": \"B0CG69KZ69\", \"price\": \"$81.94\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-14T06:07:31.296Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "product_details": [{"asin": "B09N39XG46"}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh"}, {"price": "$46.74"}, {"bullet_list": "<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\u2019t worry about it, you can click on seller store on right corner \u201cask a question\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Style": "L19C4PC1 80Wh battery"}], "promotion_items": [{"title": "L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194", "asin": "B0DBZHXTH9", "price": "$39.99", "quantity": ""}, {"title": "Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483", "asin": "B0DHV5KPDV", "price": "$48.99", "quantity": ""}, {"title": "L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...", "asin": "B088312W5C", "price": "$49.27", "quantity": ""}, {"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""}, {"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "quantity": ""}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "quantity": ""}, {"title": "L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...", "asin": "B0BLJQKPPR", "price": "$49.05", "quantity": ""}, {"title": "YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732", "asin": "B0BJ282S44", "price": "$33.88", "quantity": ""}, {"title": "Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732", "asin": "B01C9V0002", "price": "$24.47", "quantity": ""}, {"title": "YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...", "asin": "B0DPLY214X", "price": "$33.99", "quantity": ""}, {"title": "L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...", "asin": "B0D56Z16MJ", "price": "$48.99", "quantity": ""}, {"title": "Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...", "asin": "B09G2M6XM1", "price": "$25.42", "quantity": ""}, {"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""}, {"title": "L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...", "asin": "B0C4JM7P8K", "price": "$39.99", "quantity": ""}], "comparison_items": [{"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74"}, {"title": "OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh", "asin": "B08L4JTC79", "price": "$45.74"}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69"}, {"title": "L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh", "asin": "B07SVP5HPB", "price": "$47.74"}, {"title": "LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0", "asin": "B0CDM6Z5PW", "price": "$54.99"}, {"title": "EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1", "asin": "B0CG69KZ69", "price": "$81.94"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:31.296Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-14T06:07:31.296Z	click	other	rule	2025-04-14T06:07:31.296Z	click	other	train	272	2025-04-14T06:07:31.296Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-08T02:26:57.406Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:00.610Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-08T02:27:37.905Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-08T02:27:52.506Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 silver light gray nylon"} {"timestamp": "2025-04-08T02:27:52.784Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.455Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:54.626Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:56.191Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:27:59.523Z", "action": "input", "action_argument": "apple watch \u8868\u5e26 light gray nylon"} {"timestamp": "2025-04-08T02:27:59.802Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-08T02:28:19.403Z", "action": "click_product", "action_argument": "B095K39ZYQ"} {"timestamp": "2025-04-08T02:28:43.766Z", "action": "click_product", "action_argument": "B08ZSHTCTJ"} {"timestamp": "2025-04-08T02:28:52.692Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:28:58.483Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:29:03.504Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:15.209Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-08T02:30:41.679Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:49.458Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-08T02:30:50.246Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:04:39.512Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:05:22.346Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:25.355Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:05:37.444Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:05:51.112Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:06:02.544Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-10T18:06:42.362Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:45.015Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-10T18:06:46.337Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-10T18:10:54.266Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-10T18:10:55.877Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-10T18:11:40.646Z", "action": "purchase", "action_argument": "B0DVSW7QH1"} {"timestamp": "2025-04-11T02:38:02.204Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T02:38:26.945Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T02:38:26.982Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-11T04:02:36.778Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "lenovo legion r7000p battery"}], "product_details": [{"asin": "B09N39XG46"}, {"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh"}, {"price": "$46.74"}, {"bullet_list": "<1>Model: L19C4PC1 . Voltage: 15.4V . Capacity: 80Wh/5335mAh . Color: Black . 100% brand new. (Please open the back case of your laptop and check out the exact part number of your laptop's original battery Before placing your order) <2>Compatible Models: for Lenovo Legion Y7000P 2020 Series, Lenovo Legion Y7000P 2020H Series, Lenovo Legion R7000P 2020 Series, Lenovo Legion R7000P 2020H Series, Lenovo Legion 5-15IMH05 5-15IMH05H Series, Lenovo Legion 5-15ARH05 5-15ARH05H Series, Lenovo Legion 5P-15IMH05 5P-15IMH05H Series. <3>Compatible P/N: L19C4PC1 L19M4PC1 SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 <4>After-sale Warranty: We guarantee 30 days money-back and 12-month warranty; 24 x 7 email support. (Important Note: Amazon return windows will close after one month, don\u2019t worry about it, you can click on seller store on right corner \u201cask a question\u201d and contact seller directly for 12 month warranty.) <5>Quality Assurance: All ASODI products are Certified by CE, FCC for safety. Strict guidelines for compatibility, and standards compliance for environment safety.We specialize in providing quality products from and quality customer service."}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Style": "L19C4PC1 80Wh battery"}], "promotion_items": [{"title": "L19C4PC0 L19M4PC0 L19L4PC0 L19C4PC1 Laptop Battery 15.36V 60Wh Replacement for Lenovo Legion 5-15IMH05 5-15IMH05H 5-15ARH05 5-15ARH05H 5P-15IMH05 5P-15IMH05H 5P-15ARH05H Series 5B10W86195 5B10W86194", "asin": "B0DBZHXTH9", "price": "$39.99", "quantity": ""}, {"title": "Dentsing L19C4PDC L19L4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL5 82BJ 7-14ACN6 Series Laptop L19M4PDC 5B10Z26482 SB10Z26481 5B10Z26485 SB10Z26483", "asin": "B0DHV5KPDV", "price": "$48.99", "quantity": ""}, {"title": "L17M3PG2 Laptop Battery Replacement for Legion Y7000-2019 Y7000P-1060 Y530-15ICH-10...", "asin": "B088312W5C", "price": "$49.27", "quantity": ""}, {"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""}, {"title": "Dentsing L17M3PG1 L17L3PG1 L17C3PG1 Laptop Battery Compatible with Lenovo Legion Y530-15ICH Y540 Y545-PG0 Y740-15IRH Y740-15ICHG Legion Y7000 2019 1050 PG0 Y7000P-1060 Series L17M3PG3 11.25V/52.5Wh", "asin": "B07QX7XHC9", "price": "$41.74", "quantity": ""}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69", "quantity": ""}, {"title": "L19C4PDC L19M4PDC Battery Replacement for Lenovo Ideapad Yoga 7-14ITL5 82BH 7-15ITL...", "asin": "B0BLJQKPPR", "price": "$49.05", "quantity": ""}, {"title": "YRDD6 Battery for Dell Inspiron 5591 7586 5491 5481 5482 5485 3310 2-in-1 15 3582 3583 3593 3584 5590 5593 5594 5585 5598 14 3493 5493 5480 3793 Vostro 3491 5481 5581 5490 5590 0YRDD6 01VX1H 0VM732", "asin": "B0BJ282S44", "price": "$33.88", "quantity": ""}, {"title": "Dentsing 42Wh YRDD6 Laptop Battery for Dell Inspiron 7586 5482 5485 5491 5591 3310 2-in-1 5593 5591 5480 3493 3582 3583 3584 3593 3793 5493 5585 5590 5594 5598 Vostro 3491 54815490 5581 5590 VM732", "asin": "B01C9V0002", "price": "$24.47", "quantity": ""}, {"title": "YRDD6 Laptop Battery for Dell inspiron 15 3000 Series 3583 3593 3582 3584 3501,Dell...", "asin": "B0DPLY214X", "price": "$33.99", "quantity": ""}, {"title": "L19M4PDC L19L4PDC L19C4PDC 71Wh Battery Replacement for Lenovo Ideapad Yoga 7-15ITL...", "asin": "B0D56Z16MJ", "price": "$48.99", "quantity": ""}, {"title": "Rapidgiga YRDD6 Laptop Replacement Battery for Dell Inspiron 5485 5491 5493 5584 55...", "asin": "B09G2M6XM1", "price": "$25.42", "quantity": ""}, {"title": "L19C4PDC L19M4PDC L19L4PDC 15.36V 71Wh 4675mAh 4-Cell Laptop Battery Compatible wit...", "asin": "B09DKW9R31", "price": "$49.05", "quantity": ""}, {"title": "L19M4PDC Laptop Battery Compatible with Lenovo Ideapad Yoga 7-14ITL5 7-15ITL5 Serie...", "asin": "B0C4JM7P8K", "price": "$39.99", "quantity": ""}], "comparison_items": [{"title": "ASODI L19C4PC1 L19M4PC1 80Wh Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series SB10W86193 SB10W86198 5B10W86192 5B10W86188 5B10W86194 80Wh", "asin": "B09N39XG46", "price": "$46.74"}, {"title": "OUWEE L19C4PC1 Laptop Battery Compatible with Lenovo Legion 5P-15IMH05 Legion 5-15IMH05 5-15ARH05 Series L19C4PC0 5B10W86196 L19M4PC0 5B10W86195 L19M4PC1 5B10W86192 5B10W86194 15.4V 80Wh 5335mAh", "asin": "B08L4JTC79", "price": "$45.74"}, {"title": "Dentsing L19C4PC1 Laptop Battery Compatible with Lenovo Legion Lenovo Legion 5P-15IMH05 5P-15IMH05H 5P-15ARH05H 5-15IMH05 5-15IMH05H 5-15ARH05 Series Notebook L19M4PC1 L19M4PC0 5B10W86194 5B10W86192", "asin": "B07MM9YFS1", "price": "$45.69"}, {"title": "L20C4PC1 Laptop Battery Compatible with Lenovo Legion 5 Pro-16ACH6 16ACH6H 16ITH6 16ITH6H Legion 5-15ITH6 15ITH6H 15ACH6 15ACH6A 15ACH6H Legion 7-16ITHg6 16ACHg6 Series L20M4PC1 L20D4PC1 80Wh", "asin": "B07SVP5HPB", "price": "$47.74"}, {"title": "LAQUEENA L20C4PC0 Laptop Battery Compatible with Lenovo Legion 5 Gaming 15.6 inch 5-15ACH6 Model 82JW0012US 82JW00BDUS Series SB11B48820 5B11B48827 L20M4PC0 SB11B48831 5B11B48816 L20D4PC0 L20L4PC0", "asin": "B0CDM6Z5PW", "price": "$54.99"}, {"title": "EPYOBW L21D4PC1 Laptop Battery 80Wh Compatible with Lenovo Legion 5 15IAH7H 15IAH7 15ARH7H 15ARH7 / Legion 5 Pro 16IAH7H 16ARH7H 16ARH7 16IAH7 Series L21M4PC2 L21B4PC0 L21M4PC3 L21C4PC1", "asin": "B0CG69KZ69", "price": "$81.94"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-14T06:07:31.296Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:56:16.689Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:56:16.689Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-15T17:56:16.689Z	click	nav_bar	rule	2025-04-15T17:56:16.689Z	click	nav_bar	train	273	2025-04-15T17:56:16.689Z	click	nav_bar	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:56:16.689Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.65\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$25.00\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.79\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box\"},\n{\"price\": \"$16.99\"},\n{\"bullet_list\": \"TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\\\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box.\"},\n{\"asin\": \"B06XH8VQCJ\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Adjustable from 20\\\" to 44\\\" Waist\"},\n{\"Color\": \"Black Style11\"}],\n\"promotion_items\": [{\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)\", \"asin\": \"B0C24ZMYN2\", \"price\": \"$17.49\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\\\" to 38\\\" M801,115)\", \"asin\": \"B0BNGPHMKG\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear\", \"asin\": \"B09YCQP33V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08GPTB6GT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08LHBSYNK\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\\\",Cut for Fit(Black/Deep Brown,32\\\"-38\\\" Waist Adjustable)\", \"asin\": \"B0DCV8JLM8\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"JUKMO Men's 1.5\\\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)\", \"asin\": \"B0D3L95JNM\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\\\", Versatile for Daily Use, with Gift Box- 34\\u201d Black\", \"asin\": \"B07S795GQW\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\\\" to 38\\\" M807,115)\", \"asin\": \"B0BNG18J1X\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:57:51.948Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08LHBSYNK", "price": "$14.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO Men's 1.5\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)", "asin": "B0D3L95JNM", "price": "$19.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:57:51.948Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-15T17:57:51.948Z	click	product_option	rule	2025-04-15T17:57:51.948Z	click	product_option	train	274	2025-04-15T17:57:51.948Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08LHBSYNK", "price": "$14.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO Men's 1.5\" Nylon Ratchet Belt, Casual Web Click Tactical Belt with Slide Buckle for Jeans, No Holes Adjustable Trim to Fit(Black,Medium)", "asin": "B0D3L95JNM", "price": "$19.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:57:51.948Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.65\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$25.00\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.79\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box\"},\n{\"price\": \"$16.99\"},\n{\"bullet_list\": \"TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\\\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box.\"},\n{\"asin\": \"B06XH8VQCJ\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Adjustable from 20\\\" to 44\\\" Waist\"},\n{\"Color\": \"Black Style11\"}],\n\"promotion_items\": [{\"title\": \"(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)\", \"asin\": \"B0C24ZMYN2\", \"price\": \"$17.49\", \"quantity\": \"\"},\n{\"title\": \"FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear\", \"asin\": \"B09YCQP33V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\\\" to 38\\\" M801,115)\", \"asin\": \"B0BNGPHMKG\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08GPTB6GT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\\\", Versatile for Daily Use, with Gift Box- 34\\u201d Black\", \"asin\": \"B07S795GQW\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B07W7K7V6Z\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\\\",Cut for Fit(Black/Deep Brown,32\\\"-38\\\" Waist Adjustable)\", \"asin\": \"B0DCV8JLM8\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"JUKMO 1.5\\\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)\", \"asin\": \"B0DK6VPSYF\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\\\" to 38\\\" M807,115)\", \"asin\": \"B0BNG18J1X\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:58:08.510Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B07W7K7V6Z", "price": "$19.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO 1.5\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)", "asin": "B0DK6VPSYF", "price": "$24.98", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:58:08.510Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-15T17:58:08.510Z	click	product_option	rule	2025-04-15T17:58:08.510Z	click	product_option	train	275	2025-04-15T17:58:08.510Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B07W7K7V6Z", "price": "$19.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO 1.5\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)", "asin": "B0DK6VPSYF", "price": "$24.98", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:58:08.510Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-11T18:27:37.252Z\", \"action\": \"input\", \"action_argument\": \"\\u540a\\u5760 \\u798f\\u5b57\"}\n{\"timestamp\": \"2025-04-11T18:27:39.162Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-11T19:51:40.250Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-11T19:51:51.684Z\", \"action\": \"input\", \"action_argument\": \"\\u963f\\u8428\\u59c6\\u5976\\u8336\"}\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.65\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$25.00\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.79\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box\"},\n{\"price\": \"$16.99\"},\n{\"bullet_list\": \"TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\\\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box.\"},\n{\"asin\": \"B06XH8VQCJ\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"Adjustable from 20\\\" to 44\\\" Waist\"},\n{\"Color\": \"Black Style11\"}],\n\"promotion_items\": [{\"title\": \"(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)\", \"asin\": \"B0C24ZMYN2\", \"price\": \"$17.49\", \"quantity\": \"\"},\n{\"title\": \"FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear\", \"asin\": \"B09YCQP33V\", \"price\": \"$13.99\", \"quantity\": \"\"},\n{\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\\\" to 38\\\" M801,115)\", \"asin\": \"B0BNGPHMKG\", \"price\": \"$17.99\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B08GPTB6GT\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\\\"-44\\\" Waist Adjustable)\", \"asin\": \"B077ZZ64HC\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\\\", Versatile for Daily Use, with Gift Box- 34\\u201d Black\", \"asin\": \"B07S795GQW\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)\", \"asin\": \"B07W7K7V6Z\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\\\",Cut for Fit(Black/Deep Brown,32\\\"-38\\\" Waist Adjustable)\", \"asin\": \"B0DCV8JLM8\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"JUKMO 1.5\\\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)\", \"asin\": \"B0DK6VPSYF\", \"price\": \"$24.98\", \"quantity\": \"\"},\n{\"title\": \"MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\\\" to 38\\\" M807,115)\", \"asin\": \"B0BNG18J1X\", \"price\": \"$17.98\", \"quantity\": \"\"},\n{\"title\": \"HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\\\"-44\\\", Style 2 -Black)\", \"asin\": \"B07H4LXH7X\", \"price\": \"$14.99\", \"quantity\": \"\"},\n{\"title\": \"VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\\\" to 38\\\" Waist Adjustable)\", \"asin\": \"B0DC3CK7R7\", \"price\": \"$11.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-15T17:58:15.359Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B07W7K7V6Z", "price": "$19.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO 1.5\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)", "asin": "B0DK6VPSYF", "price": "$24.98", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:58:15.359Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-15T17:58:15.359Z	purchase	B06XH8VQCJ	rule	2025-04-15T17:58:15.359Z	purchase	B06XH8VQCJ	train	276	2025-04-15T17:58:15.359Z	purchase	B06XH8VQCJ	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-11T18:27:37.252Z", "action": "input", "action_argument": "\u540a\u5760 \u798f\u5b57"} {"timestamp": "2025-04-11T18:27:39.162Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-11T19:51:40.250Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-11T19:51:51.684Z", "action": "input", "action_argument": "\u963f\u8428\u59c6\u5976\u8336"} {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.65", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$25.00", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.79", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box"}, {"price": "$16.99"}, {"bullet_list": "TRIM TO FIT - You can trim the strap length by yourself to fit your size if the belt strap is too long for you. NO MORE HOLES - Lavemi's Fashion Ratchet Belt provides 38 unique adjustments for a superb comfortable fit. Easy removable buckle allows you to cut the belt to your ideal size to give a primmer and custom tailored appearance! EASY USE - Just slide the belt into the buckle and pull the belt through, the buckle simply auto locks the belt, to release the belt, gently push the lever on the side of the buckle and lock will snap. Simple, smooth and sleek! MAXIMUM DURABILITY - Leather strap is a bit wider than 1 2/5\" presenting the perfect look of a fine, genuine leather quality belt, complemented with an HIGHLY FASHIONABLE stylish, buckle that is elegantly designed with class. Scratch resistant buckles made to last. GIFT BOX - Make a big impression! Enclosed in a lovely, attractive gift box."}, {"asin": "B06XH8VQCJ"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Size": "Adjustable from 20\" to 44\" Waist"}, {"Color": "Black Style11"}], "promotion_items": [{"title": "(Not Made In China) Men's Leather Ratchet Belt, Adjustable and Customizable Fit, Gift Packaging, Casual Men's Dress Belt For Jeans, Suits (Raven Black, 32 to 38)", "asin": "B0C24ZMYN2", "price": "$17.49", "quantity": ""}, {"title": "FEFLO Men's Leather Belt - Black Ratchet Belt with Automatic Buckle, Adjustable Leather Belt, 35mm Wide, Perfect for Suits, Jeans, Casual and Business Wear", "asin": "B09YCQP33V", "price": "$13.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}, {"title": "MILORDE Black Ratchet Belt(Carbon Fiber - Black, 32\" to 38\" M801,115)", "asin": "B0BNGPHMKG", "price": "$17.99", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B08GPTB6GT", "price": "$19.99", "quantity": ""}, {"title": "BULLIANT Men's Belt, Slide Ratchet Belt For Gift Men Dress Pant Shirt Oxfords,Trim To Fit(Black,38\"-44\" Waist Adjustable)", "asin": "B077ZZ64HC", "price": "$17.98", "quantity": ""}, {"title": "Buffway Leather Belt for Men - Durable Full Grain Men's Belt 1.5\", Versatile for Daily Use, with Gift Box- 34\u201d Black", "asin": "B07S795GQW", "price": "$29.99", "quantity": ""}, {"title": "CHAOREN Mens Belt Leather Ratchet Belt - Customizable Fit, Effortless Style (35mm)", "asin": "B07W7K7V6Z", "price": "$19.99", "quantity": ""}, {"title": "KEMISANT Men Belt 2 Pack, Leather Ratchet Belt Easy Click Slide For Men 1 3/8\",Cut for Fit(Black/Deep Brown,32\"-38\" Waist Adjustable)", "asin": "B0DCV8JLM8", "price": "$29.99", "quantity": ""}, {"title": "JUKMO 1.5\" (38mm) Leather Ratchet Belt for Men in Gift Box (Black, Medium)", "asin": "B0DK6VPSYF", "price": "$24.98", "quantity": ""}, {"title": "MILORDE Men's Genuine Leather Ratchet Belt (Essential Matte - Basic Black, 32\" to 38\" M807,115)", "asin": "B0BNG18J1X", "price": "$17.98", "quantity": ""}, {"title": "HIMI Men's Comfort Genuine Leather Ratchet Dress Belt with Automatic Click Buckle (Suit Pant Size 28\"-44\", Style 2 -Black)", "asin": "B07H4LXH7X", "price": "$14.99", "quantity": ""}, {"title": "VATAN Men's Belt Leather Ratchet Belt for Men Dress Casual Every Day with Adjustable Buckle, Trim to Fit (Black, 32\" to 38\" Waist Adjustable)", "asin": "B0DC3CK7R7", "price": "$11.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-15T17:58:15.359Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:49:24.263Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:49:24.263Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:49:24.263Z	click	suggested_term	rule	2025-04-17T22:49:24.263Z	click	suggested_term	train	277	2025-04-17T22:49:24.263Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:49:24.263Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u9888\\u90e8\\u6309\\u6469\\u4eea\"}],\n\"cart_items\": [{\"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)\", \"asin\": \"B06XH8VQCJ\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.29\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"RESTECK Massagers for Neck and Back with Heat - 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11 AM\"},\n{\"title\": \"Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)\", \"asin\": \"B0DMSSMFJD\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White\", \"asin\": \"B0D3QH73PD\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma\", \"asin\": \"B0DTTNXZC8\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager\", \"asin\": \"B075FXVB39\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"MBETA \\u9888\\u690e\\u6309\\u6469\\u5668\\u9888\\u90e8\\u80a9\\u9888\\u6309\\u6469\\u4eea\\u70ed\\u6577\\u8116\\u5b50\\u795e\\u5668\\u758f\\u901a\\u89e3\\u75db\\u810a\\u690e\\u667a\\u80fd\\u62a4\\u9888\\u4eea\", \"asin\": \"B0BGS1NLPD\"},\n{\"title\": \"Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)\", \"asin\": \"B0C5PDYHSD\", \"price\": \"$55.00\", \"delivery\": \"FREE delivery Wed, Apr 23 for Prime members\"},\n{\"title\": \"arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him\", \"asin\": \"B0D6YGLN1R\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"MOZA Neck Massager for Women\", \"asin\": \"B0CS6D1P4M\", \"price\": \"$239.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 3 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:49:54.359Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u9888\u90e8\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RESTECK Massagers for Neck and Back with Heat - 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11 AM"}, {"title": "Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)", "asin": "B0DMSSMFJD", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White", "asin": "B0D3QH73PD", "price": "$10.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma", "asin": "B0DTTNXZC8", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager", "asin": "B075FXVB39", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MBETA \u9888\u690e\u6309\u6469\u5668\u9888\u90e8\u80a9\u9888\u6309\u6469\u4eea\u70ed\u6577\u8116\u5b50\u795e\u5668\u758f\u901a\u89e3\u75db\u810a\u690e\u667a\u80fd\u62a4\u9888\u4eea", "asin": "B0BGS1NLPD"}, {"title": "Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)", "asin": "B0C5PDYHSD", "price": "$55.00", "delivery": "FREE delivery Wed, Apr 23 for Prime members"}, {"title": "arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him", "asin": "B0D6YGLN1R", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MOZA Neck Massager for Women", "asin": "B0CS6D1P4M", "price": "$239.99", "delivery": "FREE delivery Sun, Apr 20 Only 3 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:49:54.359Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:49:54.359Z	click_product	B08WPL7247	rule	2025-04-17T22:49:54.359Z	click_product	B08WPL7247	train	278	2025-04-17T22:49:54.359Z	click_product	B08WPL7247	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u9888\u90e8\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\n1 Count (Pack of 1)", "asin": "B07DBY2X24", "price": "$69.95", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "VIKTOR JURGEN Back Massager Kneading for Neck, Shoulder and Foot, Shiatsu Massage Pillow with Heat, Relaxation Gifts for Women/Men/Dad/Mom/Christmas/Mothers Day/Fathers Day/Valentine's Day", "asin": "B09BJ1HVQS", "price": "$37.99", "quantity": ""}, {"title": "Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad", "asin": "B0DDBX9LPB", "price": "$39.95", "quantity": ""}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "quantity": ""}, {"title": "FORTHiQ Neck TENS Machine with Heat, Electric Neck Massager for Pain Relief, 15 Levels Deep Tissue Massage, Portable and Soothing, FSA or HSA Eligible", "asin": "B08WPL7247", "price": "$69.00", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "RESTECK Massagers for Neck and Back with Heat - 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Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B01BZOKLOO", "price": "$49.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"}, {"title": "VIKTOR JURGEN Back Massager Kneading for Neck, Shoulder and Foot, Shiatsu Massage Pillow with Heat, Relaxation Gifts for Women/Men/Dad/Mom/Christmas/Mothers Day/Fathers Day/Valentine's Day", "asin": "B09BJ1HVQS", "price": "$37.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Papillon Shiatsu Back and Neck Massager with Heat, Deep Tissue Kneading,Electric Massage Pillow for Back,Shoulders,Legs,Foot,Body Muscle Pain Relief,Use at Home,Car,Office", "asin": "B07Q5WHSBD", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Back and Neck Massager with Heat - 3D Kneading Deep Tissue Massage Pillow for Muscle Pain Relief, Sciatica, Arthritis, Plantar Fasciitis, Fibromyalgia on Shoulders, Legs, Foot (ZMA-13)", "asin": "B00BOYA2M2", "price": "$69.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Back Massager with Heat, Electric Massagers for Neck and Back, 3D Kneading Massage Pillow for Back, Neck, Shoulder, Leg Pain Relief, Gifts for Women Men Mom Dad", "asin": "B09JT15JQF", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Homedics Back and Neck Massager, Portable Shiatsu All Body Massage Pillow with Heat, Targets Upper and Lower Back, Neck and Shoulders. Lightweight for Travel", "asin": "B00NWQIN7Q", "price": "$38.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Foldable Neck Massager for Pain Relief Deep Tissue Vibration Cordless Massager,Portable 9D Electric Shiatsu Neck Massager Gifts for Men Women Dad Mom", "asin": "B0CR5YHBVC", "price": "$149.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neckology Intelligent Neck Massager with Heat, Electric Pulse Neck Massager for Pain Relief, Wireless Neck Massager for Women", "asin": "B0C3QP7BSJ", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad", "asin": "B0DDBX9LPB", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cozyhealth Neck Massager for Neck and Shoulder with Heat, Shiatsu Neck and Upper Back Massager, Portable Cordless Electric Kneading Neck Massager for Pain Relief Deep Tissue (Dark Blue)", "asin": "B0CFDVZJRX", "price": "$38.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man", "asin": "B0DNM4Q1H5", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "VIKTOR JURGEN Shiatsu Back Massager with Heat \u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas", "asin": "B087DYPFBZ", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "BOB AND BRAD Back Massager with Heat FSA HSA Eligible, EZBack Corded Neck Massager for Pain Relief Deep Tissue, Shiatsu Back and Neck Massage Pillow, Full Body Use, Mothers Day Birthday Gifts for Mom", "asin": "B0C58QX627", "price": "$79.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car", "asin": "B0D25G43TV", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)", "asin": "B0CC1YS5BR", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Back Massager with Heat, Shiatsu Neck Massager for Pain Relief Deep Tissue, 4D Kneading Massage Pillow for Neck Shoulder Leg Waist and Abdominal, Suit for Office, Home and Car", "asin": "B0DDCBM3PW", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager for Neck and Shoulder with Heat, Kneading Shiatsu Neck and Up Back Massager, Cordless Electric Neck and Shoulder Massager for Pain Relief Deep Tissue (Black)", "asin": "B0D7C6JRYP", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "ALLJOY Hand Massager for Arthritis and Carpal Tunnel Relief, Touchscreen Cordless Hand Massager with Vibration and Heat, 6 Levels Pressure Point Therapy, Gifts for Women/Men", "asin": "B0D9QQLYHD", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B01BZOKLOO", "price": "$49.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"}, {"title": "Etekcity FSA HSA Eligible Cordless Neck Massager with Heat for Pain Relief Deep Tissue, FSA Wearables, Rechargeable Shiatsu Back Shoulder Massage Tool, Best Gift for Mother, Father, Women, Men", "asin": "B07Y4PGRYT", "price": "$64.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women", "asin": "B0D31N5RNT", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CZ3R9HHD", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad", "asin": "B0D8KP1VGL", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Shiatsu Neck Back Massager with Heat, 2D ro 3D Kneading Massage Chair Pad, Adjustable Neck Massage,Seat Massager for Full Body Relaxation, Christmas Gifts for Dad Mom Women Men,Dark Gray", "asin": "B07JH7GS76", "price": "$199.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B07WJSY2G8", "price": "$43.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "CILI Cordless Neck Massager with Heat, 4D Shiatsu Shoulder Back Deep Tissue, Neck Back Massager Pillow, Wider Massage Head & More Heating Area, Gift for Dad Mom", "asin": "B0D6YYGZ1F", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tianfucen Cordless Neck Massager with Heat\uff0c3 Model 15 Levels Electric Neck Massager for Pain Relieve\uff0cPortable Massager Neck Relaxer.", "asin": "B0BYVFMFPD", "price": "$80.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Neck and Shoulder Massager for Pain Relief Deep Tissue-Shiatsu Deep Kneading Massager with Heat to Relieve Neck Shoulder Back Waist Leg Muscle Soreness Fatigue (Beige)", "asin": "B0CT2LN354", "price": "$65.98", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Mebak Massage Gun 4 Heads, 4X More Efficient Pain Relief Massager with Near-Infrared LED, Rechargeable Massage Gun Deep Tissue for All Body, 6mm Amplitude, Type-C Charging, Gifts for Men & Women", "asin": "B0CW66CC46", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B09JSZLH4X", "price": "$39.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Snailax Cordless Neck Shoulder Massager with Soothing Heat, Upgarded 4D Deep Tissue Kneading, Shiatsu Back Massager Pillow for Neck, Traps, Back, Gifts for Men Women Mom Dad", "asin": "B0CJTW9DYC", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)", "asin": "B0DGP3C46D", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "SKG Neck Massager with Heat, 9D Portable Deep Tissue Neck Massager, Cordless Electric Cervical Massager Gifts for Men and Women G7 PRO-MAX", "asin": "B0CY1J7NCC", "price": "$119.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)", "asin": "B0D5M3KSWH", "price": "$63.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Conair Massager for Face & Body - Neck, Back, Scalp, Knee, Head, Face and Leg Massager for Tension Relief Deep Tissue - 4 Versatile Attachments", "asin": "B0DD1LJKC6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "cotsoco Shiatsu Back Neck and Shoulder Massager with Heat,Deep Tissue 3D Kneading Pillow, Electric Full Body Massager for Legs,Foot,Body Muscle Pain Relief,Gifts for Mom Dad", "asin": "B09TW9ZDL4", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager,Scalp Massager,Relief Headaches,Fatigue,Stress,Sleep aid,Hangover with Airbag Kneading,Constant Temperature Hot Compress for Head", "asin": "B0BQRKM8C4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue, 6D Kneading Neck Massager Cordless Shiatsu Neck and Shoulder Massage with Heat Electric Massage Gifts for Men and Women", "asin": "B0CXSX3XKD", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat-Congshin Intelligent Portable Neck Massager for Pain Relief, Cordless Pulse Neck Massager with Voice Broadcast & 6 Modes 16 Levels Intensity Massage for Office Home Outdoor Use", "asin": "B09DYWVN2M", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "SKG Neck Massager with Heat, Cordless Vibration Infrared Neck Massager Deep Tissue for Pain Relief, Portable Electric Massager Smart Neck Relaxer Use at Car Home Office G7 PRO", "asin": "B0BBTDDP8W", "price": "$99.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 1 left in stock - order soon."}, {"title": "Head Massager for Fatigue Relief, Eye Massager with Heat, Head and Eye Massage for Stress Relief, Bluetooth-Capable, Rechargeable, Ideal for Rest & Relaxation,Avoid Walking/Reading While Using,", "asin": "B0DP9GSDQ1", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Electric Pulse Neck Massager with Heat for Pain Relief FSA or HSA Eligible 10 Modes 15 Intensities Therapy Deep Tissue Trigger Point Intelligent Massager Cordless Gifts for Men Women", "asin": "B09YHFMY3D", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "FS8831 Massage Mat, Massager with Heat, 10 Massage Nodes for Shoulders, Back, Lumbar, Thighs/Legs (Black)", "asin": "B07WRL56D8", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad", "asin": "B0CLH7XZ4M", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Breo iDream5s Electric Head Massager, Eye & Neck Massage Helmet with Heat, Kneading, Pressure, APP Control Scratcher for Relax", "asin": "B07HNG381T", "price": "$299.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging", "asin": "B0CFTQ6F6L", "price": "$109.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Hotodeal Neck Massager with Heat,Electric Neck Shoulder Massager Cordless Shiatsu Massage Pillow for Pain Relief Deep Tissue, Portable Neck Massager with Heat Therapy", "asin": "B0CCV5NDPR", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Heated neck and shoulder massager, acupressure kneading massager, professional 6D acupressure shoulder massager, simulates human hands to relieve deep tissue pain, dual-mode speed adjustable back", "asin": "B0D9VBPVMK", "price": "$47.77", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)", "asin": "B0DMSSMFJD", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White", "asin": "B0D3QH73PD", "price": "$10.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma", "asin": "B0DTTNXZC8", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager", "asin": "B075FXVB39", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MBETA \u9888\u690e\u6309\u6469\u5668\u9888\u90e8\u80a9\u9888\u6309\u6469\u4eea\u70ed\u6577\u8116\u5b50\u795e\u5668\u758f\u901a\u89e3\u75db\u810a\u690e\u667a\u80fd\u62a4\u9888\u4eea", "asin": "B0BGS1NLPD"}, {"title": "Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)", "asin": "B0C5PDYHSD", "price": "$55.00", "delivery": "FREE delivery Wed, Apr 23 for Prime members"}, {"title": "arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him", "asin": "B0D6YGLN1R", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MOZA Neck Massager for Women", "asin": "B0CS6D1P4M", "price": "$239.99", "delivery": "FREE delivery Sun, Apr 20 Only 3 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:49:54.359Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": 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Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\\n1 Count (Pack of 1)\", \"asin\": \"B07DBY2X24\", \"price\": \"$69.95\", \"quantity\": \"\"},\n{\"title\": \"VIKTOR JURGEN Shiatsu Back Massager with Heat \\u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas\\n1 Count (Pack of 1)\", \"asin\": \"B087DYPFBZ\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad\", \"asin\": \"B0DDBX9LPB\", \"price\": \"$39.95\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra\", \"asin\": \"B0DB5R6H2J\"}],\n\"search_results\": [{\"title\": \"FORTHiQ Neck TENS Machine with Heat, Electric Neck Massager for Pain Relief, 15 Levels Deep Tissue Massage, Portable and Soothing, FSA or HSA Eligible\", \"asin\": \"B08WPL7247\", \"price\": \"$69.00\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\", \"asin\": \"B07DBY2X24\", \"price\": \"$69.95\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use\", \"asin\": \"B01BZOKLOO\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"VIKTOR JURGEN Back Massager Kneading for Neck, Shoulder and Foot, Shiatsu Massage Pillow with Heat, Relaxation Gifts for Women/Men/Dad/Mom/Christmas/Mothers Day/Fathers Day/Valentine's Day\", \"asin\": \"B09BJ1HVQS\", \"price\": \"$37.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Papillon Shiatsu Back and Neck Massager with Heat, Deep Tissue Kneading,Electric Massage Pillow for Back,Shoulders,Legs,Foot,Body Muscle Pain Relief,Use at Home,Car,Office\", \"asin\": \"B07Q5WHSBD\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Zyllion Shiatsu Back and Neck Massager with Heat - 3D Kneading Deep Tissue Massage Pillow for Muscle Pain Relief, Sciatica, Arthritis, Plantar Fasciitis, Fibromyalgia on Shoulders, Legs, Foot (ZMA-13)\", \"asin\": \"B00BOYA2M2\", \"price\": \"$69.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck Back Massager with Heat, Electric Massagers for Neck and Back, 3D Kneading Massage Pillow for Back, Neck, Shoulder, Leg Pain Relief, Gifts for Women Men Mom Dad\", \"asin\": \"B09JT15JQF\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\", \"asin\": \"B07DBY2X24\", \"price\": \"$69.95\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Homedics Back and Neck Massager, Portable Shiatsu All Body Massage Pillow with Heat, Targets Upper and Lower Back, Neck and Shoulders. Lightweight for Travel\", \"asin\": \"B00NWQIN7Q\", \"price\": \"$38.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SKG Foldable Neck Massager for Pain Relief Deep Tissue Vibration Cordless Massager,Portable 9D Electric Shiatsu Neck Massager Gifts for Men Women Dad Mom\", \"asin\": \"B0CR5YHBVC\", \"price\": \"$149.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neckology Intelligent Neck Massager with Heat, Electric Pulse Neck Massager for Pain Relief, Wireless Neck Massager for Women\", \"asin\": \"B0C3QP7BSJ\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad\", \"asin\": \"B0DDBX9LPB\", \"price\": \"$39.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E\", \"asin\": \"B0DG4QKPFP\", \"price\": \"$169.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Cozyhealth Neck Massager for Neck and Shoulder with Heat, Shiatsu Neck and Upper Back Massager, Portable Cordless Electric Kneading Neck Massager for Pain Relief Deep Tissue (Dark Blue)\", \"asin\": \"B0CFDVZJRX\", \"price\": \"$38.49\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man\", \"asin\": \"B0DNM4Q1H5\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"VIKTOR JURGEN Shiatsu Back Massager with Heat \\u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas\", \"asin\": \"B087DYPFBZ\", \"price\": \"$37.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"BOB AND BRAD Back Massager with Heat FSA HSA Eligible, EZBack Corded Neck Massager for Pain Relief Deep Tissue, Shiatsu Back and Neck Massage Pillow, Full Body Use, Mothers Day Birthday Gifts for Mom\", \"asin\": \"B0C58QX627\", \"price\": \"$79.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car\", \"asin\": \"B0D25G43TV\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)\", \"asin\": \"B0CC1YS5BR\", \"price\": \"$45.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends\", \"asin\": \"B0DDBBTW7P\", \"price\": \"$39.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Rechargeable Back Massager with Heat, Shiatsu Neck Massager for Pain Relief Deep Tissue, 4D Kneading Massage Pillow for Neck Shoulder Leg Waist and Abdominal, Suit for Office, Home and Car\", \"asin\": \"B0DDCBM3PW\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Neck Massager for Neck and Shoulder with Heat, Kneading Shiatsu Neck and Up Back Massager, Cordless Electric Neck and Shoulder Massager for Pain Relief Deep Tissue (Black)\", \"asin\": \"B0D7C6JRYP\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"ALLJOY Hand Massager for Arthritis and Carpal Tunnel Relief, Touchscreen Cordless Hand Massager with Vibration and Heat, 6 Levels Pressure Point Therapy, Gifts for Women/Men\", \"asin\": \"B0D9QQLYHD\", \"price\": \"$72.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use\", \"asin\": \"B01BZOKLOO\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Mon, Apr 21 for Prime members\"},\n{\"title\": \"Etekcity FSA HSA Eligible Cordless Neck Massager with Heat for Pain Relief Deep Tissue, FSA Wearables, Rechargeable Shiatsu Back Shoulder Massage Tool, Best Gift for Mother, Father, Women, Men\", \"asin\": \"B07Y4PGRYT\", \"price\": \"$64.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women\", \"asin\": \"B0D31N5RNT\", \"price\": \"$45.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men\", \"asin\": \"B0CZ3R9HHD\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad\", \"asin\": \"B0D8KP1VGL\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"COMFIER Shiatsu Neck Back Massager with Heat, 2D ro 3D Kneading Massage Chair Pad, Adjustable Neck Massage,Seat Massager for Full Body Relaxation, Christmas Gifts for Dad Mom Women Men,Dark Gray\", \"asin\": \"B07JH7GS76\", \"price\": \"$199.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends\", \"asin\": \"B0DDBBTW7P\", \"price\": \"$39.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men\", \"asin\": \"B07WJSY2G8\", \"price\": \"$43.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"CILI Cordless Neck Massager with Heat, 4D Shiatsu Shoulder Back Deep Tissue, Neck Back Massager Pillow, Wider Massage Head & More Heating Area, Gift for Dad Mom\", \"asin\": \"B0D6YYGZ1F\", \"price\": \"$42.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Tianfucen Cordless Neck Massager with Heat\\uff0c3 Model 15 Levels Electric Neck Massager for Pain Relieve\\uff0cPortable Massager Neck Relaxer.\", \"asin\": \"B0BYVFMFPD\", \"price\": \"$80.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Neck and Shoulder Massager for Pain Relief Deep Tissue-Shiatsu Deep Kneading Massager with Heat to Relieve Neck Shoulder Back Waist Leg Muscle Soreness Fatigue (Beige)\", \"asin\": \"B0CT2LN354\", \"price\": \"$65.98\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Mebak Massage Gun 4 Heads, 4X More Efficient Pain Relief Massager with Near-Infrared LED, Rechargeable Massage Gun Deep Tissue for All Body, 6mm Amplitude, Type-C Charging, Gifts for Men & Women\", \"asin\": \"B0CW66CC46\", \"price\": \"$79.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car\", \"asin\": \"B09JSZLH4X\", \"price\": \"$39.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Snailax Cordless Neck Shoulder Massager with Soothing Heat, Upgarded 4D Deep Tissue Kneading, Shiatsu Back Massager Pillow for Neck, Traps, Back, Gifts for Men Women Mom Dad\", \"asin\": \"B0CJTW9DYC\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager\", \"asin\": \"B09JYHPHQL\", \"price\": \"$49.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)\", \"asin\": \"B0DGP3C46D\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"SKG Neck Massager with Heat, 9D Portable Deep Tissue Neck Massager, Cordless Electric Cervical Massager Gifts for Men and Women G7 PRO-MAX\", \"asin\": \"B0CY1J7NCC\", \"price\": \"$119.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)\", \"asin\": \"B0D5M3KSWH\", \"price\": \"$63.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Conair Massager for Face & Body - Neck, Back, Scalp, Knee, Head, Face and Leg Massager for Tension Relief Deep Tissue - 4 Versatile Attachments\", \"asin\": \"B0DD1LJKC6\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"cotsoco Shiatsu Back Neck and Shoulder Massager with Heat,Deep Tissue 3D Kneading Pillow, Electric Full Body Massager for Legs,Foot,Body Muscle Pain Relief,Gifts for Mom Dad\", \"asin\": \"B09TW9ZDL4\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Head Massager,Scalp Massager,Relief Headaches,Fatigue,Stress,Sleep aid,Hangover with Airbag Kneading,Constant Temperature Hot Compress for Head\", \"asin\": \"B0BQRKM8C4\", \"price\": \"$69.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue, 6D Kneading Neck Massager Cordless Shiatsu Neck and Shoulder Massage with Heat Electric Massage Gifts for Men and Women\", \"asin\": \"B0CXSX3XKD\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck Massager with Heat-Congshin Intelligent Portable Neck Massager for Pain Relief, Cordless Pulse Neck Massager with Voice Broadcast & 6 Modes 16 Levels Intensity Massage for Office Home Outdoor Use\", \"asin\": \"B09DYWVN2M\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"SKG Neck Massager with Heat, Cordless Vibration Infrared Neck Massager Deep Tissue for Pain Relief, Portable Electric Massager Smart Neck Relaxer Use at Car Home Office G7 PRO\", \"asin\": \"B0BBTDDP8W\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19 Only 1 left in stock - order soon.\"},\n{\"title\": \"Head Massager for Fatigue Relief, Eye Massager with Heat, Head and Eye Massage for Stress Relief, Bluetooth-Capable, Rechargeable, Ideal for Rest & Relaxation,Avoid Walking/Reading While Using,\", \"asin\": \"B0DP9GSDQ1\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Electric Pulse Neck Massager with Heat for Pain Relief FSA or HSA Eligible 10 Modes 15 Intensities Therapy Deep Tissue Trigger Point Intelligent Massager Cordless Gifts for Men Women\", \"asin\": \"B09YHFMY3D\", \"price\": \"$32.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"FS8831 Massage Mat, Massager with Heat, 10 Massage Nodes for Shoulders, Back, Lumbar, Thighs/Legs (Black)\", \"asin\": \"B07WRL56D8\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad\", \"asin\": \"B0CLH7XZ4M\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Breo iDream5s Electric Head Massager, Eye & Neck Massage Helmet with Heat, Kneading, Pressure, APP Control Scratcher for Relax\", \"asin\": \"B07HNG381T\", \"price\": \"$299.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\", \"asin\": \"B0CFTQ6F6L\", \"price\": \"$109.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Hotodeal Neck Massager with Heat,Electric Neck Shoulder Massager Cordless Shiatsu Massage Pillow for Pain Relief Deep Tissue, Portable Neck Massager with Heat Therapy\", \"asin\": \"B0CCV5NDPR\", \"price\": \"$99.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Heated neck and shoulder massager, acupressure kneading massager, professional 6D acupressure shoulder massager, simulates human hands to relieve deep tissue pain, dual-mode speed adjustable back\", \"asin\": \"B0D9VBPVMK\", \"price\": \"$47.77\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)\", \"asin\": \"B0DMSSMFJD\", \"price\": \"$43.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White\", \"asin\": \"B0D3QH73PD\", \"price\": \"$10.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma\", \"asin\": \"B0DTTNXZC8\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager\", \"asin\": \"B075FXVB39\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"MBETA \\u9888\\u690e\\u6309\\u6469\\u5668\\u9888\\u90e8\\u80a9\\u9888\\u6309\\u6469\\u4eea\\u70ed\\u6577\\u8116\\u5b50\\u795e\\u5668\\u758f\\u901a\\u89e3\\u75db\\u810a\\u690e\\u667a\\u80fd\\u62a4\\u9888\\u4eea\", \"asin\": \"B0BGS1NLPD\"},\n{\"title\": \"Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)\", \"asin\": \"B0C5PDYHSD\", \"price\": \"$55.00\", \"delivery\": \"FREE delivery Wed, Apr 23 for Prime members\"},\n{\"title\": \"arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him\", \"asin\": \"B0D6YGLN1R\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"MOZA Neck Massager for Women\", \"asin\": \"B0CS6D1P4M\", \"price\": \"$239.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 3 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:50:28.371Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "RESTECK Massagers for Neck and Back with Heat - 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Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\n1 Count (Pack of 1)", "asin": "B07DBY2X24", "price": "$69.95", "quantity": ""}, {"title": "VIKTOR JURGEN Shiatsu Back Massager with Heat \u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas\n1 Count (Pack of 1)", "asin": "B087DYPFBZ", "price": "$37.99", "quantity": ""}, {"title": "Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad", "asin": "B0DDBX9LPB", "price": "$39.95", "quantity": ""}], "ads": [{"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra", "asin": "B0DB5R6H2J"}], "search_results": [{"title": "FORTHiQ Neck TENS Machine with Heat, Electric Neck Massager for Pain Relief, 15 Levels Deep Tissue Massage, Portable and Soothing, FSA or HSA Eligible", "asin": "B08WPL7247", "price": "$69.00", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B01BZOKLOO", "price": "$49.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"}, {"title": "VIKTOR JURGEN Back Massager Kneading for Neck, Shoulder and Foot, Shiatsu Massage Pillow with Heat, Relaxation Gifts for Women/Men/Dad/Mom/Christmas/Mothers Day/Fathers Day/Valentine's Day", "asin": "B09BJ1HVQS", "price": "$37.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Papillon Shiatsu Back and Neck Massager with Heat, Deep Tissue Kneading,Electric Massage Pillow for Back,Shoulders,Legs,Foot,Body Muscle Pain Relief,Use at Home,Car,Office", "asin": "B07Q5WHSBD", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Back and Neck Massager with Heat - 3D Kneading Deep Tissue Massage Pillow for Muscle Pain Relief, Sciatica, Arthritis, Plantar Fasciitis, Fibromyalgia on Shoulders, Legs, Foot (ZMA-13)", "asin": "B00BOYA2M2", "price": "$69.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Back Massager with Heat, Electric Massagers for Neck and Back, 3D Kneading Massage Pillow for Back, Neck, Shoulder, Leg Pain Relief, Gifts for Women Men Mom Dad", "asin": "B09JT15JQF", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Homedics Back and Neck Massager, Portable Shiatsu All Body Massage Pillow with Heat, Targets Upper and Lower Back, Neck and Shoulders. Lightweight for Travel", "asin": "B00NWQIN7Q", "price": "$38.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Foldable Neck Massager for Pain Relief Deep Tissue Vibration Cordless Massager,Portable 9D Electric Shiatsu Neck Massager Gifts for Men Women Dad Mom", "asin": "B0CR5YHBVC", "price": "$149.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neckology Intelligent Neck Massager with Heat, Electric Pulse Neck Massager for Pain Relief, Wireless Neck Massager for Women", "asin": "B0C3QP7BSJ", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Back and Neck Massager for Pain Relief Deep Tissue Shiatsu Massage Pillow with Heat Cordless Portable Kneading Massager with Heat for Neck and Shoulder Gift for Men Women Mom Dad", "asin": "B0DDBX9LPB", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cozyhealth Neck Massager for Neck and Shoulder with Heat, Shiatsu Neck and Upper Back Massager, Portable Cordless Electric Kneading Neck Massager for Pain Relief Deep Tissue (Dark Blue)", "asin": "B0CFDVZJRX", "price": "$38.49", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man", "asin": "B0DNM4Q1H5", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "VIKTOR JURGEN Shiatsu Back Massager with Heat \u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas", "asin": "B087DYPFBZ", "price": "$37.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "BOB AND BRAD Back Massager with Heat FSA HSA Eligible, EZBack Corded Neck Massager for Pain Relief Deep Tissue, Shiatsu Back and Neck Massage Pillow, Full Body Use, Mothers Day Birthday Gifts for Mom", "asin": "B0C58QX627", "price": "$79.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car", "asin": "B0D25G43TV", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)", "asin": "B0CC1YS5BR", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Back Massager with Heat, Shiatsu Neck Massager for Pain Relief Deep Tissue, 4D Kneading Massage Pillow for Neck Shoulder Leg Waist and Abdominal, Suit for Office, Home and Car", "asin": "B0DDCBM3PW", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager for Neck and Shoulder with Heat, Kneading Shiatsu Neck and Up Back Massager, Cordless Electric Neck and Shoulder Massager for Pain Relief Deep Tissue (Black)", "asin": "B0D7C6JRYP", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "ALLJOY Hand Massager for Arthritis and Carpal Tunnel Relief, Touchscreen Cordless Hand Massager with Vibration and Heat, 6 Levels Pressure Point Therapy, Gifts for Women/Men", "asin": "B0D9QQLYHD", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B01BZOKLOO", "price": "$49.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"}, {"title": "Etekcity FSA HSA Eligible Cordless Neck Massager with Heat for Pain Relief Deep Tissue, FSA Wearables, Rechargeable Shiatsu Back Shoulder Massage Tool, Best Gift for Mother, Father, Women, Men", "asin": "B07Y4PGRYT", "price": "$64.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women", "asin": "B0D31N5RNT", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CZ3R9HHD", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad", "asin": "B0D8KP1VGL", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Shiatsu Neck Back Massager with Heat, 2D ro 3D Kneading Massage Chair Pad, Adjustable Neck Massage,Seat Massager for Full Body Relaxation, Christmas Gifts for Dad Mom Women Men,Dark Gray", "asin": "B07JH7GS76", "price": "$199.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B07WJSY2G8", "price": "$43.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "CILI Cordless Neck Massager with Heat, 4D Shiatsu Shoulder Back Deep Tissue, Neck Back Massager Pillow, Wider Massage Head & More Heating Area, Gift for Dad Mom", "asin": "B0D6YYGZ1F", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tianfucen Cordless Neck Massager with Heat\uff0c3 Model 15 Levels Electric Neck Massager for Pain Relieve\uff0cPortable Massager Neck Relaxer.", "asin": "B0BYVFMFPD", "price": "$80.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Neck and Shoulder Massager for Pain Relief Deep Tissue-Shiatsu Deep Kneading Massager with Heat to Relieve Neck Shoulder Back Waist Leg Muscle Soreness Fatigue (Beige)", "asin": "B0CT2LN354", "price": "$65.98", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Mebak Massage Gun 4 Heads, 4X More Efficient Pain Relief Massager with Near-Infrared LED, Rechargeable Massage Gun Deep Tissue for All Body, 6mm Amplitude, Type-C Charging, Gifts for Men & Women", "asin": "B0CW66CC46", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B09JSZLH4X", "price": "$39.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Snailax Cordless Neck Shoulder Massager with Soothing Heat, Upgarded 4D Deep Tissue Kneading, Shiatsu Back Massager Pillow for Neck, Traps, Back, Gifts for Men Women Mom Dad", "asin": "B0CJTW9DYC", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)", "asin": "B0DGP3C46D", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "SKG Neck Massager with Heat, 9D Portable Deep Tissue Neck Massager, Cordless Electric Cervical Massager Gifts for Men and Women G7 PRO-MAX", "asin": "B0CY1J7NCC", "price": "$119.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)", "asin": "B0D5M3KSWH", "price": "$63.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Conair Massager for Face & Body - Neck, Back, Scalp, Knee, Head, Face and Leg Massager for Tension Relief Deep Tissue - 4 Versatile Attachments", "asin": "B0DD1LJKC6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "cotsoco Shiatsu Back Neck and Shoulder Massager with Heat,Deep Tissue 3D Kneading Pillow, Electric Full Body Massager for Legs,Foot,Body Muscle Pain Relief,Gifts for Mom Dad", "asin": "B09TW9ZDL4", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager,Scalp Massager,Relief Headaches,Fatigue,Stress,Sleep aid,Hangover with Airbag Kneading,Constant Temperature Hot Compress for Head", "asin": "B0BQRKM8C4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue, 6D Kneading Neck Massager Cordless Shiatsu Neck and Shoulder Massage with Heat Electric Massage Gifts for Men and Women", "asin": "B0CXSX3XKD", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat-Congshin Intelligent Portable Neck Massager for Pain Relief, Cordless Pulse Neck Massager with Voice Broadcast & 6 Modes 16 Levels Intensity Massage for Office Home Outdoor Use", "asin": "B09DYWVN2M", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "SKG Neck Massager with Heat, Cordless Vibration Infrared Neck Massager Deep Tissue for Pain Relief, Portable Electric Massager Smart Neck Relaxer Use at Car Home Office G7 PRO", "asin": "B0BBTDDP8W", "price": "$99.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 1 left in stock - order soon."}, {"title": "Head Massager for Fatigue Relief, Eye Massager with Heat, Head and Eye Massage for Stress Relief, Bluetooth-Capable, Rechargeable, Ideal for Rest & Relaxation,Avoid Walking/Reading While Using,", "asin": "B0DP9GSDQ1", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Electric Pulse Neck Massager with Heat for Pain Relief FSA or HSA Eligible 10 Modes 15 Intensities Therapy Deep Tissue Trigger Point Intelligent Massager Cordless Gifts for Men Women", "asin": "B09YHFMY3D", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "FS8831 Massage Mat, Massager with Heat, 10 Massage Nodes for Shoulders, Back, Lumbar, Thighs/Legs (Black)", "asin": "B07WRL56D8", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad", "asin": "B0CLH7XZ4M", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Breo iDream5s Electric Head Massager, Eye & Neck Massage Helmet with Heat, Kneading, Pressure, APP Control Scratcher for Relax", "asin": "B07HNG381T", "price": "$299.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging", "asin": "B0CFTQ6F6L", "price": "$109.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Hotodeal Neck Massager with Heat,Electric Neck Shoulder Massager Cordless Shiatsu Massage Pillow for Pain Relief Deep Tissue, Portable Neck Massager with Heat Therapy", "asin": "B0CCV5NDPR", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Heated neck and shoulder massager, acupressure kneading massager, professional 6D acupressure shoulder massager, simulates human hands to relieve deep tissue pain, dual-mode speed adjustable back", "asin": "B0D9VBPVMK", "price": "$47.77", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)", "asin": "B0DMSSMFJD", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White", "asin": "B0D3QH73PD", "price": "$10.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma", "asin": "B0DTTNXZC8", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager", "asin": "B075FXVB39", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MBETA \u9888\u690e\u6309\u6469\u5668\u9888\u90e8\u80a9\u9888\u6309\u6469\u4eea\u70ed\u6577\u8116\u5b50\u795e\u5668\u758f\u901a\u89e3\u75db\u810a\u690e\u667a\u80fd\u62a4\u9888\u4eea", "asin": "B0BGS1NLPD"}, {"title": "Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)", "asin": "B0C5PDYHSD", "price": "$55.00", "delivery": "FREE delivery Wed, Apr 23 for Prime members"}, {"title": "arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him", "asin": "B0D6YGLN1R", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MOZA Neck Massager for Women", "asin": "B0CS6D1P4M", "price": "$239.99", "delivery": "FREE delivery Sun, Apr 20 Only 3 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:28.371Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:50:28.371Z	input	妙界	rule	2025-04-17T22:50:28.371Z	input	妙界	train	279	2025-04-17T22:50:28.371Z	input	妙界	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": 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11 AM"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Rechargeable Back Massager with Heat, Shiatsu Neck Massager for Pain Relief Deep Tissue, 4D Kneading Massage Pillow for Neck Shoulder Leg Waist and Abdominal, Suit for Office, Home and Car", "asin": "B0DDCBM3PW", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager for Neck and Shoulder with Heat, Kneading Shiatsu Neck and Up Back Massager, Cordless Electric Neck and Shoulder Massager for Pain Relief Deep Tissue (Black)", "asin": "B0D7C6JRYP", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "ALLJOY Hand Massager for Arthritis and Carpal Tunnel Relief, Touchscreen Cordless Hand Massager with Vibration and Heat, 6 Levels Pressure Point Therapy, Gifts for Women/Men", "asin": "B0D9QQLYHD", "price": "$72.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Nekteck Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B01BZOKLOO", "price": "$49.99", "delivery": "FREE delivery Mon, Apr 21 for Prime members"}, {"title": "Etekcity FSA HSA Eligible Cordless Neck Massager with Heat for Pain Relief Deep Tissue, FSA Wearables, Rechargeable Shiatsu Back Shoulder Massage Tool, Best Gift for Mother, Father, Women, Men", "asin": "B07Y4PGRYT", "price": "$64.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women", "asin": "B0D31N5RNT", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CZ3R9HHD", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad", "asin": "B0D8KP1VGL", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Shiatsu Neck Back Massager with Heat, 2D ro 3D Kneading Massage Chair Pad, Adjustable Neck Massage,Seat Massager for Full Body Relaxation, Christmas Gifts for Dad Mom Women Men,Dark Gray", "asin": "B07JH7GS76", "price": "$199.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B07WJSY2G8", "price": "$43.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "CILI Cordless Neck Massager with Heat, 4D Shiatsu Shoulder Back Deep Tissue, Neck Back Massager Pillow, Wider Massage Head & More Heating Area, Gift for Dad Mom", "asin": "B0D6YYGZ1F", "price": "$42.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Tianfucen Cordless Neck Massager with Heat\uff0c3 Model 15 Levels Electric Neck Massager for Pain Relieve\uff0cPortable Massager Neck Relaxer.", "asin": "B0BYVFMFPD", "price": "$80.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Neck and Shoulder Massager for Pain Relief Deep Tissue-Shiatsu Deep Kneading Massager with Heat to Relieve Neck Shoulder Back Waist Leg Muscle Soreness Fatigue (Beige)", "asin": "B0CT2LN354", "price": "$65.98", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Mebak Massage Gun 4 Heads, 4X More Efficient Pain Relief Massager with Near-Infrared LED, Rechargeable Massage Gun Deep Tissue for All Body, 6mm Amplitude, Type-C Charging, Gifts for Men & Women", "asin": "B0CW66CC46", "price": "$79.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B09JSZLH4X", "price": "$39.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Snailax Cordless Neck Shoulder Massager with Soothing Heat, Upgarded 4D Deep Tissue Kneading, Shiatsu Back Massager Pillow for Neck, Traps, Back, Gifts for Men Women Mom Dad", "asin": "B0CJTW9DYC", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)", "asin": "B0DGP3C46D", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "SKG Neck Massager with Heat, 9D Portable Deep Tissue Neck Massager, Cordless Electric Cervical Massager Gifts for Men and Women G7 PRO-MAX", "asin": "B0CY1J7NCC", "price": "$119.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)", "asin": "B0D5M3KSWH", "price": "$63.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Conair Massager for Face & Body - Neck, Back, Scalp, Knee, Head, Face and Leg Massager for Tension Relief Deep Tissue - 4 Versatile Attachments", "asin": "B0DD1LJKC6", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "cotsoco Shiatsu Back Neck and Shoulder Massager with Heat,Deep Tissue 3D Kneading Pillow, Electric Full Body Massager for Legs,Foot,Body Muscle Pain Relief,Gifts for Mom Dad", "asin": "B09TW9ZDL4", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager,Scalp Massager,Relief Headaches,Fatigue,Stress,Sleep aid,Hangover with Airbag Kneading,Constant Temperature Hot Compress for Head", "asin": "B0BQRKM8C4", "price": "$69.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue, 6D Kneading Neck Massager Cordless Shiatsu Neck and Shoulder Massage with Heat Electric Massage Gifts for Men and Women", "asin": "B0CXSX3XKD", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat-Congshin Intelligent Portable Neck Massager for Pain Relief, Cordless Pulse Neck Massager with Voice Broadcast & 6 Modes 16 Levels Intensity Massage for Office Home Outdoor Use", "asin": "B09DYWVN2M", "price": "$39.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "SKG Neck Massager with Heat, Cordless Vibration Infrared Neck Massager Deep Tissue for Pain Relief, Portable Electric Massager Smart Neck Relaxer Use at Car Home Office G7 PRO", "asin": "B0BBTDDP8W", "price": "$99.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 1 left in stock - order soon."}, {"title": "Head Massager for Fatigue Relief, Eye Massager with Heat, Head and Eye Massage for Stress Relief, Bluetooth-Capable, Rechargeable, Ideal for Rest & Relaxation,Avoid Walking/Reading While Using,", "asin": "B0DP9GSDQ1", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Electric Pulse Neck Massager with Heat for Pain Relief FSA or HSA Eligible 10 Modes 15 Intensities Therapy Deep Tissue Trigger Point Intelligent Massager Cordless Gifts for Men Women", "asin": "B09YHFMY3D", "price": "$32.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "FS8831 Massage Mat, Massager with Heat, 10 Massage Nodes for Shoulders, Back, Lumbar, Thighs/Legs (Black)", "asin": "B07WRL56D8", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad", "asin": "B0CLH7XZ4M", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Breo iDream5s Electric Head Massager, Eye & Neck Massage Helmet with Heat, Kneading, Pressure, APP Control Scratcher for Relax", "asin": "B07HNG381T", "price": "$299.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging", "asin": "B0CFTQ6F6L", "price": "$109.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Hotodeal Neck Massager with Heat,Electric Neck Shoulder Massager Cordless Shiatsu Massage Pillow for Pain Relief Deep Tissue, Portable Neck Massager with Heat Therapy", "asin": "B0CCV5NDPR", "price": "$99.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Heated neck and shoulder massager, acupressure kneading massager, professional 6D acupressure shoulder massager, simulates human hands to relieve deep tissue pain, dual-mode speed adjustable back", "asin": "B0D9VBPVMK", "price": "$47.77", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Head Massager, Scalp and Eye Massager with Heat, Head Massager Scalp Stress Relax, Migraine Caps for Women, Excedrin Tension Headache Massager for Forehead and Temple (Beige)", "asin": "B0DMSSMFJD", "price": "$43.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Face Massager, 7 Color Face Neck Massager for Skin Care Routine at Home, Facial Massager with Non-slip Design, White", "asin": "B0D3QH73PD", "price": "$10.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Head Massager Scalp,Rechargeable Massager Airbag for Head,Electric Percussion with Portable Design for Deep Relaxation & Stress Relief Great Gift for Mom and Grandma", "asin": "B0DTTNXZC8", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "KOAPRO Fascia Massage Tool Blaster for Cellulite, Muscle Knots, Trigger Points - All-in-One Full Body Myofascial Release Tool, Facia Blaster, Targeted Tension Relief, Effective Back and Neck Massager", "asin": "B075FXVB39", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MBETA \u9888\u690e\u6309\u6469\u5668\u9888\u90e8\u80a9\u9888\u6309\u6469\u4eea\u70ed\u6577\u8116\u5b50\u795e\u5668\u758f\u901a\u89e3\u75db\u810a\u690e\u667a\u80fd\u62a4\u9888\u4eea", "asin": "B0BGS1NLPD"}, {"title": "Cosmo LunaStone Gua Sha - Electric Face Massager & Body Scraper Tool - Premium Device for Facial Lifting, Skin Tightening, Jawline Sculpting, Puffiness & Myofascial Release, Acupressure (Space Black)", "asin": "B0C5PDYHSD", "price": "$55.00", "delivery": "FREE delivery Wed, Apr 23 for Prime members"}, {"title": "arboleaf Scalp Massager Electric, Portable Head Massager Scalp Stress Relax, Waterproof 6 in 1 Hair Massage with 8 Removable Claws, Rechargeable Hair Head Scratcher, Gifts for Her Him", "asin": "B0D6YGLN1R", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "MOZA Neck Massager for Women", "asin": "B0CS6D1P4M", "price": "$239.99", "delivery": "FREE delivery Sun, Apr 20 Only 3 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:28.371Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\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\"search_term\": [{\"term\": \"\\u5999\\u754c\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:50:28.467Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} <\|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": "\u5999\u754c"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:28.467Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:50:28.467Z	click	suggested_term	rule	2025-04-17T22:50:28.467Z	click	suggested_term	train	280	2025-04-17T22:50:28.467Z	click	suggested_term	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} <\|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": "\u5999\u754c"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:28.467Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}],\n\"cart_items\": [{\"title\": \"Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)\", \"asin\": \"B06XH8VQCJ\", \"price\": \"$16.99\", \"quantity\": \"1\"},\n{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$206.29\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car\", \"asin\": \"B0DHL5WS49\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\\n6 Ounce\", \"asin\": \"B0CFTQ6F6L\", \"price\": \"$109.99\", \"quantity\": \"\"},\n{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E\", \"asin\": \"B0DG4QKPFP\", \"price\": \"$169.99\", \"quantity\": \"\"},\n{\"title\": \"Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends\", \"asin\": \"B0DDBBTW7P\", \"price\": \"$39.95\", \"quantity\": \"\"},\n{\"title\": \"Cordless Neck Massager with Heat - 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11 AM\"},\n{\"title\": \"SORELAX Shiatsu Back Shoulder and Neck Massager for Pain Relief Deep Tissue, Electric Massager with Heat, Neck, Back, Shoulder, Trapezius Muscle Relaxation Massage Pillow, Ideal Gift (Grey)\", \"asin\": \"B0CH9WYX34\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 1 left in stock - order soon.\"},\n{\"title\": \"Cordless Heated Shoulder Brace Wrap, Shoulder Heating Pad with Massage, 3 Heat & Vibration, 5000mAh Battery Powered, Shoulder Massager for Men Women\", \"asin\": \"B0D128G3M9\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Cordless Heated Shoulder Brace, FSA or HSA Eligible Shoulder Heating Pad with Massage, Heated Shoulder Wrap Shoulder Massager for Men Women, Heated Pad for Rotator Cuff Frozen Shoulder\", \"asin\": \"B0DDSNL2RJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Zyllion Shiatsu Neck and Shoulder Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 4D Kneading Deep Tissue Massage for Muscle Pain Relief on Back, Legs, Foot - Black (ZMA-36)\", \"asin\": \"B0CHD25JL7\", \"price\": \"$59.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck and Shoulder Massager with Heat - 4D Expert Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder,Traps and Back Pain Relief, Ideal Gifts for Men Women Mom Dad\", \"asin\": \"B0DPFLGRZP\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 1 left in stock - order soon.\"},\n{\"title\": \"sticro Shoulder Heating Pad Massager for Pain Relief, Vibration Massage Heated Wrap Braces for Left Right Frozen Shoulder, Rotator Cuff Injury, Arthritis for Men Woman - S/M/L\", \"asin\": \"B0829V45TB\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Shiatsu Neck Massager Shoulder Massager with Heat, Electric Back Neck Massage for Pain Relief, Deep Tissue 3D Kneading Massage for Neck, Shoulder, Back, Home/Car/Office Use\", \"asin\": \"B09C1FHYHY\", \"price\": \"$104.20\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 9 left in stock - order soon.\"},\n{\"title\": \"FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap\", \"asin\": \"B0DP9CK5XN\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 7 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:50:30.901Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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Cordless Rechargeable 4D Kneading Deep Tissue Massage for Muscle Pain Relief on Back, Legs, Foot - Black (ZMA-36)", "asin": "B0CHD25JL7", "price": "$59.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat - 4D Expert Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder,Traps and Back Pain Relief, Ideal Gifts for Men Women Mom Dad", "asin": "B0DPFLGRZP", "price": "$45.99", "delivery": "FREE delivery Sun, Apr 20 Only 1 left in stock - order soon."}, {"title": "sticro Shoulder Heating Pad Massager for Pain Relief, Vibration Massage Heated Wrap Braces for Left Right Frozen Shoulder, Rotator Cuff Injury, Arthritis for Men Woman - S/M/L", "asin": "B0829V45TB", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Shiatsu Neck Massager Shoulder Massager with Heat, Electric Back Neck Massage for Pain Relief, Deep Tissue 3D Kneading Massage for Neck, Shoulder, Back, Home/Car/Office Use", "asin": "B09C1FHYHY", "price": "$104.20", "delivery": "FREE delivery Mon, Apr 21 Only 9 left in stock - order soon."}, {"title": "FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap", "asin": "B0DP9CK5XN", "price": "$49.99", "delivery": "FREE delivery Sun, Apr 20 Only 7 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:30.901Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:50:30.901Z	click_product	B07DBY2X24	rule	2025-04-17T22:50:30.901Z	click_product	B07DBY2X24	train	281	2025-04-17T22:50:30.901Z	click_product	B07DBY2X24	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "quantity": ""}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\n6 Ounce", "asin": "B0CFTQ6F6L", "price": "$109.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "quantity": ""}, {"title": "Cordless Neck Massager with Heat - 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order soon."}, {"title": "FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap", "asin": "B0DP9CK5XN", "price": "$49.99", "delivery": "FREE delivery Sun, Apr 20 Only 7 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:30.901Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p battery\"}\n{\"timestamp\": \"2025-04-14T06:07:14.714Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:27.665Z\", \"action\": \"click_product\", \"action_argument\": \"B09N39XG46\"}\n{\"timestamp\": \"2025-04-14T06:07:31.296Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:42:34.569Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:42:54.279Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:57.157Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:42:59.206Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:35.540Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:43:58.889Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:44:09.462Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.519Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:40.907Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T03:44:55.899Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:45:55.180Z\", \"action\": \"click_product\", \"action_argument\": \"B0D2PJH88X\"}\n{\"timestamp\": \"2025-04-15T03:46:12.393Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:46:40.366Z\", \"action\": \"click_product\", \"action_argument\": \"B07PSMD1M1\"}\n{\"timestamp\": \"2025-04-15T03:46:55.960Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:00.638Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:47:41.721Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:48:16.118Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:48:21.248Z\", \"action\": \"click_product\", \"action_argument\": \"B0BK8YZQCP\"}\n{\"timestamp\": \"2025-04-15T03:48:33.654Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:48:51.014Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T03:49:15.909Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:49:17.598Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T03:52:00.846Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:01.563Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-15T03:52:10.586Z\", \"action\": \"click_product\", \"action_argument\": \"B01KNM69IG\"}\n{\"timestamp\": \"2025-04-15T03:53:19.624Z\", \"action\": \"click_product\", \"action_argument\": \"B07Q8JF5LL\"}\n{\"timestamp\": \"2025-04-15T03:56:42.891Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:56:57.503Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:03.471Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:26.047Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T03:57:57.739Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:57:58.913Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-15T03:58:30.986Z\", \"action\": \"purchase\", \"action_argument\": \"B09NBP8811\"}\n{\"timestamp\": \"2025-04-15T04:36:58.956Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u73b0\\u5b9e\"}\n{\"timestamp\": \"2025-04-15T04:36:59.200Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:03.309Z\", \"action\": \"input\", \"action_argument\": \"\\u6c7d\\u8f66\\u62ac\\u5934\\u663e\\u793a\"}\n{\"timestamp\": \"2025-04-15T04:37:03.561Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:22.372Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:37:22.602Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:37:30.998Z\", \"action\": \"click_product\", \"action_argument\": \"B0DP4S7FMK\"}\n{\"timestamp\": \"2025-04-15T04:37:36.463Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:02.996Z\", \"action\": \"click_product\", \"action_argument\": \"B09XM96H87\"}\n{\"timestamp\": \"2025-04-15T04:38:07.012Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:38:40.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0957S3F3H\"}\n{\"timestamp\": \"2025-04-15T04:38:44.662Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:39:03.268Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:39:16.976Z\", \"action\": \"input\", \"action_argument\": \"HUD\"}\n{\"timestamp\": \"2025-04-15T04:39:25.546Z\", \"action\": \"input\", \"action_argument\": \"head up display for car\"}\n{\"timestamp\": \"2025-04-15T04:39:33.251Z\", \"action\": \"click_product\", \"action_argument\": \"B0CHVT3PSL\"}\n{\"timestamp\": \"2025-04-15T04:40:46.450Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T04:40:54.638Z\", \"action\": \"click_product\", \"action_argument\": \"B0CH9G8ZVV\"}\n{\"timestamp\": \"2025-04-15T04:40:58.656Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:18.297Z\", \"action\": \"click_product\", \"action_argument\": \"B0CS5VB5D7\"}\n{\"timestamp\": \"2025-04-15T04:41:22.464Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:41:47.980Z\", \"action\": \"click\", \"action_argument\": \"page_related\"}\n{\"timestamp\": \"2025-04-15T04:42:05.404Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:07.275Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:14.159Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:15.709Z\", \"action\": \"input\", \"action_argument\": \"head up display map\"}\n{\"timestamp\": \"2025-04-15T04:42:15.980Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:25.489Z\", \"action\": \"click_product\", \"action_argument\": \"B0D9LJXRC4\"}\n{\"timestamp\": \"2025-04-15T04:42:29.409Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-15T04:42:37.711Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T04:42:42.590Z\", \"action\": \"input\", \"action_argument\": \"head up display carplay\"}\n{\"timestamp\": \"2025-04-15T04:42:42.840Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\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\"search_term\": [{\"term\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}],\n\"product_details\": [{\"asin\": \"B07DBY2X24\"},\n{\"title\": \"RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\"},\n{\"price\": \"$69.95\"},\n{\"bullet_list\": \"ALLEVIATE ACUTE PAINS & MUSCLE SORENESS: Save your precious time and hard earned money with a RESTECK shiatsu massager kit. Minimize acute pains that would hinder your every move and enjoy life to the fullest. Ease neck stiffness, eliminate constant fatigue, soothe aching muscles and promote proper blood circulation. ENJOY A DEEP MASSAGE EVEN ON THE GO: One of the greatest things about this shiatsu massager is its portable nature. Enjoy a rejuvenating massage even on the go with our massager pillow that include a regular adapter plus a car adapter. Great for road trips, traveling, camping, car use, the office and more. It comes in a wonderful leather pouch for hassle free carrying and storage CONTROL HEAT & STIMULATION TO YOUR NEEDS: This shiatsu massager has 4 buttons for facilitated use. The low heat temperature can be regulated to achieve the coziest massage ever depending on your needs. Choose the right stimulation mode. Lay back and relax. The clever bidirectional kneading nodes ensure endless comfort and massaging pleasure MASSAGE EVERY INCH OF YOUR BODY: Explore the multipurpose nature of our shiatsu kneading massager pillow today. Works miracles all over your body from head to toe! Use on your neck, shoulder, back and legs. Great for your glutes, calves and even your feet. Enjoy a full body and stimulating massage in the comfort of your living room! GET THIS THERAPY MASSAGER WITH CONFIDENCE: Satisfying our customers is our top priority. Get your shiatsu corded kneading massager pillow today or make a thoughtful gift to a dear friend or beloved family member!\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"Black/Grey\"}],\n\"promotion_items\": [{\"title\": \"Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car\", \"asin\": \"B0DHL5WS49\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men\", \"asin\": \"B07WJSY2G8\", \"price\": \"$43.99\", \"quantity\": \"\"},\n{\"title\": \"Shiatsu Neck Massager, Electric Neck and Back Massager with Heat, 3D Kneading Massa...\", \"asin\": \"B0C81F5BB2\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra\", \"asin\": \"B0DB5R6H2J\", \"price\": \"$149.99\", \"quantity\": \"\"},\n{\"title\": \"VIKTOR JURGEN Shiatsu Back Massager with Heat \\u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas\", \"asin\": \"B087DYPFBZ\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Electric Shiatsu Back and Neck Massager, Cordless Shoulder Massager with Heat, Deep...\", \"asin\": \"B0DQTYKLP7\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts\", \"asin\": \"B08737HD3S\", \"price\": \"$54.98\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\", \"asin\": \"B07DBY2X24\", \"price\": \"$69.95\"},\n{\"title\": \"Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot,Body\", \"asin\": \"B06Y2SS2SD\", \"price\": \"$39.99\"},\n{\"title\": \"InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager\", \"asin\": \"B09JYHPHQL\", \"price\": \"$49.97\"},\n{\"title\": \"cotsoco Cordless Shiatsu Neck and Shoulder Massager with Heat,Portable Massagers for Neck and Back,3D Deep Tissue Kneading Back Massager for Muscle Pain Relief,Perfect Gifts for Women and Men\", \"asin\": \"B0BYYL8VM4\", \"price\": \"$67.48\"},\n{\"title\": \"Witeasy Cordless Shiatsu Neck Shoulder Massager with Heat Deep Kneading Muscle Pain Relief Ideal Gift for Men Women Office Use Travelers\", \"asin\": \"B0DBL6KRRR\", \"price\": \"$69.95\"},\n{\"title\": \"Back Massager with Adjustable Heat and Straps, Shiatsu Neck Massagers for Neck and Back, Shoulder, Foot and Legs ( with Free Handbag ), Gray\", \"asin\": \"B098WS3DMF\", \"price\": \"$79.98\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:50:37.707Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} <\|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": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "product_details": [{"asin": "B07DBY2X24"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car"}, {"price": "$69.95"}, {"bullet_list": "ALLEVIATE ACUTE PAINS & MUSCLE SORENESS: Save your precious time and hard earned money with a RESTECK shiatsu massager kit. Minimize acute pains that would hinder your every move and enjoy life to the fullest. Ease neck stiffness, eliminate constant fatigue, soothe aching muscles and promote proper blood circulation. ENJOY A DEEP MASSAGE EVEN ON THE GO: One of the greatest things about this shiatsu massager is its portable nature. Enjoy a rejuvenating massage even on the go with our massager pillow that include a regular adapter plus a car adapter. Great for road trips, traveling, camping, car use, the office and more. It comes in a wonderful leather pouch for hassle free carrying and storage CONTROL HEAT & STIMULATION TO YOUR NEEDS: This shiatsu massager has 4 buttons for facilitated use. The low heat temperature can be regulated to achieve the coziest massage ever depending on your needs. Choose the right stimulation mode. Lay back and relax. The clever bidirectional kneading nodes ensure endless comfort and massaging pleasure MASSAGE EVERY INCH OF YOUR BODY: Explore the multipurpose nature of our shiatsu kneading massager pillow today. Works miracles all over your body from head to toe! Use on your neck, shoulder, back and legs. Great for your glutes, calves and even your feet. Enjoy a full body and stimulating massage in the comfort of your living room! GET THIS THERAPY MASSAGER WITH CONFIDENCE: Satisfying our customers is our top priority. Get your shiatsu corded kneading massager pillow today or make a thoughtful gift to a dear friend or beloved family member!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black/Grey"}], "promotion_items": [{"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "quantity": ""}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B07WJSY2G8", "price": "$43.99", "quantity": ""}, {"title": "Shiatsu Neck Massager, Electric Neck and Back Massager with Heat, 3D Kneading Massa...", "asin": "B0C81F5BB2", "price": "$39.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra", "asin": "B0DB5R6H2J", "price": "$149.99", "quantity": ""}, {"title": "VIKTOR JURGEN Shiatsu Back Massager with Heat \u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas", "asin": "B087DYPFBZ", "price": "$37.99", "quantity": ""}, {"title": "Electric Shiatsu Back and Neck Massager, Cordless Shoulder Massager with Heat, Deep...", "asin": "B0DQTYKLP7", "price": "$35.99", "quantity": ""}, {"title": "RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts", "asin": "B08737HD3S", "price": "$54.98", "quantity": ""}], "comparison_items": [{"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95"}, {"title": "Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot,Body", "asin": "B06Y2SS2SD", "price": "$39.99"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97"}, {"title": "cotsoco Cordless Shiatsu Neck and Shoulder Massager with Heat,Portable Massagers for Neck and Back,3D Deep Tissue Kneading Back Massager for Muscle Pain Relief,Perfect Gifts for Women and Men", "asin": "B0BYYL8VM4", "price": "$67.48"}, {"title": "Witeasy Cordless Shiatsu Neck Shoulder Massager with Heat Deep Kneading Muscle Pain Relief Ideal Gift for Men Women Office Use Travelers", "asin": "B0DBL6KRRR", "price": "$69.95"}, {"title": "Back Massager with Adjustable Heat and Straps, Shiatsu Neck Massagers for Neck and Back, Shoulder, Foot and Legs ( with Free Handbag ), Gray", "asin": "B098WS3DMF", "price": "$79.98"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:37.707Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:50:37.707Z	click	other	rule	2025-04-17T22:50:37.707Z	click	other	train	282	2025-04-17T22:50:37.707Z	click	other	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} <\|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": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "product_details": [{"asin": "B07DBY2X24"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car"}, {"price": "$69.95"}, {"bullet_list": "ALLEVIATE ACUTE PAINS & MUSCLE SORENESS: Save your precious time and hard earned money with a RESTECK shiatsu massager kit. Minimize acute pains that would hinder your every move and enjoy life to the fullest. Ease neck stiffness, eliminate constant fatigue, soothe aching muscles and promote proper blood circulation. ENJOY A DEEP MASSAGE EVEN ON THE GO: One of the greatest things about this shiatsu massager is its portable nature. Enjoy a rejuvenating massage even on the go with our massager pillow that include a regular adapter plus a car adapter. Great for road trips, traveling, camping, car use, the office and more. It comes in a wonderful leather pouch for hassle free carrying and storage CONTROL HEAT & STIMULATION TO YOUR NEEDS: This shiatsu massager has 4 buttons for facilitated use. The low heat temperature can be regulated to achieve the coziest massage ever depending on your needs. Choose the right stimulation mode. Lay back and relax. The clever bidirectional kneading nodes ensure endless comfort and massaging pleasure MASSAGE EVERY INCH OF YOUR BODY: Explore the multipurpose nature of our shiatsu kneading massager pillow today. Works miracles all over your body from head to toe! Use on your neck, shoulder, back and legs. Great for your glutes, calves and even your feet. Enjoy a full body and stimulating massage in the comfort of your living room! GET THIS THERAPY MASSAGER WITH CONFIDENCE: Satisfying our customers is our top priority. Get your shiatsu corded kneading massager pillow today or make a thoughtful gift to a dear friend or beloved family member!"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "Black/Grey"}], "promotion_items": [{"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "quantity": ""}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B07WJSY2G8", "price": "$43.99", "quantity": ""}, {"title": "Shiatsu Neck Massager, Electric Neck and Back Massager with Heat, 3D Kneading Massa...", "asin": "B0C81F5BB2", "price": "$39.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra", "asin": "B0DB5R6H2J", "price": "$149.99", "quantity": ""}, {"title": "VIKTOR JURGEN Shiatsu Back Massager with Heat \u2013 Deep Tissue Massage for Neck, Shoulder, Leg, Upper & Lower Back Pain Relief, Electric Kneading 3D Massage Pillow Gifts for Men Women Dad, Mom, Christmas", "asin": "B087DYPFBZ", "price": "$37.99", "quantity": ""}, {"title": "Electric Shiatsu Back and Neck Massager, Cordless Shoulder Massager with Heat, Deep...", "asin": "B0DQTYKLP7", "price": "$35.99", "quantity": ""}, {"title": "RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts", "asin": "B08737HD3S", "price": "$54.98", "quantity": ""}], "comparison_items": [{"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95"}, {"title": "Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot,Body", "asin": "B06Y2SS2SD", "price": "$39.99"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97"}, {"title": "cotsoco Cordless Shiatsu Neck and Shoulder Massager with Heat,Portable Massagers for Neck and Back,3D Deep Tissue Kneading Back Massager for Muscle Pain Relief,Perfect Gifts for Women and Men", "asin": "B0BYYL8VM4", "price": "$67.48"}, {"title": "Witeasy Cordless Shiatsu Neck Shoulder Massager with Heat Deep Kneading Muscle Pain Relief Ideal Gift for Men Women Office Use Travelers", "asin": "B0DBL6KRRR", "price": "$69.95"}, {"title": "Back Massager with Adjustable Heat and Straps, Shiatsu Neck Massagers for Neck and Back, Shoulder, Foot and Legs ( with Free Handbag ), Gray", "asin": "B098WS3DMF", "price": "$79.98"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:37.707Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-13T04:31:57.925Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:31:58.282Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:32:06.190Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef\"}\n{\"timestamp\": \"2025-04-13T04:32:06.283Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-13T04:32:18.157Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u6bef \\u5367\\u5ba4\"}\n{\"timestamp\": \"2025-04-13T04:32:18.562Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-13T04:33:06.047Z\", \"action\": \"input\", \"action_argument\": \"\\u5730\\u677f\\u57ab\"}\n{\"timestamp\": \"2025-04-13T04:33:06.441Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:24.499Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b\"}\n{\"timestamp\": \"2025-04-14T02:47:24.732Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:26.151Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T02:47:29.356Z\", \"action\": \"input\", \"action_argument\": \"\\u767b\\u5c71\\u978b \\u7537\"}\n{\"timestamp\": \"2025-04-14T02:47:29.830Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T03:52:39.278Z\", \"action\": \"input\", \"action_argument\": \"\\u679c\\u76d8\"}\n{\"timestamp\": \"2025-04-14T03:52:39.506Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T04:36:02.936Z\", \"action\": \"click_product\", \"action_argument\": \"B097DNWR91\"}\n{\"timestamp\": \"2025-04-14T04:36:08.951Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-14T05:06:10.554Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T05:06:13.487Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-14T06:06:34.325Z\", \"action\": \"input\", \"action_argument\": \"lenovo legion r7000p 2021H battery\"}\n{\"timestamp\": \"2025-04-14T06:06:34.570Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:06:49.552Z\", \"action\": \"click_product\", \"action_argument\": \"B07QX7XHC9\"}\n{\"timestamp\": \"2025-04-14T06:07:11.296Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-14T06:07:13.175Z\", \"action\": \"input\", 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Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car\", \"asin\": \"B07DBY2X24\", \"price\": \"$69.95\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager\", \"asin\": \"B09JYHPHQL\", \"price\": \"$49.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Shiatsu Neck and Shoulder Massager with Heat - FSA or HSA Eligible, Cordless 4D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men\", \"asin\": \"B0CQQLFYS6\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"COMFIER Cordless Neck Massager with Heat, 4D Kneading Neck and Shoulder Massager Deep Tissue, Shiatsu Neck Back Massager Pillow, 2 Heating Levels,Gifts for Mom Dad\", \"asin\": \"B0CZLDT54F\", \"price\": \"$45.69\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"MIKO Shiatsu Neck Massager with Heat for Deep Tissue Pain Relief, Premium App-Controlled Cordless Massage, Fits Neck Size 11-15 Inches\", \"asin\": \"B0DMTS2F3R\", \"price\": \"$99.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\", \"asin\": \"B0CFTQ6F6L\", \"price\": \"$109.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Neckology Intelligent Neck Massager with Heat, Electric Pulse Neck Massager for Pain Relief, Wireless Neck Massager for Women\", \"asin\": \"B0C3QP7BSJ\", \"price\": \"$27.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"COMFIER 4D Neck Massager for Pain Relief Deep Tissue,Wireless Back Massager, Hands-Free Massage Pillow for Neck and Shoulder Pain, Gift for Mom Dad Women Men\", \"asin\": \"B0DXL1MSPV\", \"price\": \"$99.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends\", \"asin\": \"B0DDBBTW7P\", \"price\": \"$39.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad\", \"asin\": \"B0CLH7XZ4M\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck Massager with Heat, 3D Kneading Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, FSA HSA Eligible, Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car\", \"asin\": \"B0D4TWW6Q6\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"arboleaf 6D Neck Massager for Pain Relief Deep Tissue Shiatsu Shoulder Massager with Heat Cordless Kneading Massager for Neck, Back, Leg, Gift for Mom Dad, FSA and HSA Eligible\", \"asin\": \"B0D9QL1V51\", \"price\": \"$35.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Medcursor Neck Massager, Cordless 4D 6 Massage Nodes Deep Tissue Kneading Massage for Pain Relief, Massager for Neck Back Shoulder, Office, Home & Car\", \"asin\": \"B0CWH4R8F2\", \"price\": \"$29.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E\", \"asin\": \"B0DG4QKPFP\", \"price\": \"$169.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Intelligent Neck Massager for Pain Relief,Electric Neck Massager with Heat Multiple Mode Massager for Neck and Shoulder Pain, White\", \"asin\": \"B0D818FZJK\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 10 left in stock - order soon.\"},\n{\"title\": \"Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man\", \"asin\": \"B0DNM4Q1H5\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Neck Massager wiht Heat, Shoulder Massager, Back Massager, Deep Tissue Trapezius Massager, Massage Pillow for Pain Relief\", \"asin\": \"B0CQYJDYF5\", \"price\": \"$39.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19 Only 20 left in stock - order soon.\"},\n{\"title\": \"Neck and Shoulder Deep Tissue Massager, Cordless Deep Kneading Massagers with 6 Massage Nodes, Shiatsu Neck Back Shoulder Massager with Heat for Traps, Back & Leg, Gifts for Men Women, Home Use\", \"asin\": \"B0DL9TGWTV\", \"price\": \"$29.97\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"FORTHiQ Hand-Like Neck Massager for Pain Relief Deep Tissue, Adjustable Heat and Massage Speed, Back Massager with Customizable Controls, FSA or HSA Eligible\", \"asin\": \"B0D1GTYQXF\", \"price\": \"$39.00\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Neck Massager with Heat Wireless 6D Kneading Electric Neck and Shoulder Massager for Deep Tissue Gift for Mom&Dad(Light Grey)\", \"asin\": \"B0DS5Q3N1T\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"KingPavonini Neck Massager with Voice Prompt, Wireless Shoulder Massager with Heat, 6D Shiatsu Back and Neck Massage for Pain Relief Deep Tissue at Home Office, Gifts for Men Women Mom Dad\", \"asin\": \"B0DF29JBX4\", \"price\": \"$34.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"PhysioFlex Cordless Joint Massager, for Knee, Shoulder, and Elbow, 3 Adjustable Heat and Vibration Levels, Red Light Therapy, LED Touch Screen, Relieves Joint Pain, for Joint Health & Mobility\", \"asin\": \"B0DFNMM9TB\", \"price\": \"$79.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"COMFIER Cordless Neck Massager with Heat, Back Massager for Pain Relief deep Tissue, 3D Shiatsu Neck Shoulder Massage Pillow with Carry Bag, Rechargeable Portable Ideal Gifts for Mom, Dad\", \"asin\": \"B0DPWVSLYQ\", \"price\": \"$55.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)\", \"asin\": \"B0DGP3C46D\", \"price\": \"$69.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Nekteck Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use\", \"asin\": \"B07TB5PXGH\", \"price\": \"$54.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Papillon Neck Massager,Shiatsu Electric Back Massager with Heat,Neck Back Pain Relief Gifts for Mom/Dad/Women/Men,Deep Tissue Kneading Massage Pillow for Shoulder,Legs,Foot,Body Muscle Fatigue Relief\", \"asin\": \"B082H96C9W\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Portable Neck Massager for Pain Relief - Heated Deep Tissue Shiatsu Massage for Neck, Shoulder, Back, Muscles, Stress, and Tension\", \"asin\": \"B0CT1MZ6RQ\", \"price\": \"$39.99\", \"delivery\": \"FREE delivery Tue, Apr 22 for Prime members Only 14 left in stock - order soon.\"},\n{\"title\": \"Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car\", \"asin\": \"B0D25G43TV\", \"price\": \"$29.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)\", \"asin\": \"B0CC1YS5BR\", \"price\": \"$45.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)\", \"asin\": \"B0D5M3KSWH\", \"price\": \"$63.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men\", \"asin\": \"B08SW893LW\", \"price\": \"$43.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"COMFIER Shiatsu Neck Shoulder Massager, Back Massager with Heat, FSA HSA Eligible,Gifts for Mom Dad Deep Tissue 4D Kneading Massage Pillow with Portable Storage Bag, Home, Office and Car Use\", \"asin\": \"B0D3Q41V9Y\", \"price\": \"$41.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car\", \"asin\": \"B09JSZLH4X\", \"price\": \"$39.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Homedics Vibration Heated Shoulder Massager Wrap, Comfort Pro Elite, Soft Fabric, Tension Relief, 2 Speeds & Styles, Long, NMS-450H\", \"asin\": \"B073142HJX\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Zyllion Shiatsu Neck and Back Massager - 3D Kneading Deep Tissue Full Body Electric Massage Chair Seat Cushion Pad with Heat and Vibration for Muscle Pain Relief, Home and Office - Black (ZMA-33)\", \"asin\": \"B0881Y82NN\", \"price\": \"$199.95\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts\", \"asin\": \"B08737HD3S\", \"price\": \"$54.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad\", \"asin\": \"B0D8KP1VGL\", \"price\": \"$59.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Back Neck Shoulder Massager with Heat, Shiatsu Electric Deep Tissue 3D Kneading Massagers for Relief on Waist, Leg, Calf, Foot Full Body Muscles, Gift for Men Women Mom Dad (Black)\", \"asin\": \"B09PBF5JYK\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot Body (Grey)\", \"asin\": \"B09SHPB9PT\", \"price\": \"$39.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Zyllion Shiatsu Neck and Back Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 3D Kneading Deep Tissue Massage for Shoulders, Legs, Feet and Muscle Pain Relief - Black (ZMA-28RB-BK)\", \"asin\": \"B093CQ81DQ\", \"price\": \"$79.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Cordless Portable Shoulder Heating Pad & Massager, Heating Vibration Shoulder Wrap, Shoulder Brace for Pain Relief, Rotator Cuff Support for Men & Women, Black\", \"asin\": \"B0DH22GVWR\", \"price\": \"$59.99\", \"delivery\": \"FREE delivery Sun, Apr 20\"},\n{\"title\": \"Neck Massager for Pain Relief Deep Tissue,5D Kneading Massage Pillow for Neck, Back, Shoulder with Heat, Gifts for Women Men Mom Dad, Grey\", \"asin\": \"B0DJKV6PCQ\", \"price\": \"$37.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Heating Pad with Massager for Neck and Shoulders, Wearable Electric Heating Pads for Back Pain Relief, Auto-Shut Off, 6 Heat Settings, 4 Massage Modes, Large Size, UL Certified, Gray\", \"asin\": \"B0DCJK9M6Y\", \"price\": \"$47.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Cordless Shoulder Heating Pad with Massage, 5S Rapid Heat & Velvet Lining, LED Display for Real-Time Temp & Battery, Vibration Massager Brace for Neck & Rotator Cuff Pain Relief, Fits Men & Women\", \"asin\": \"B0DT9KC1S9\", \"price\": \"$47.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Shiatsu Neck & Back Massager with Heat, 3D Unique V Neck Roller, Deep Tissue Kneading Massage Chair Pad for Neck, Back & Shoulders, Vibration Cushion with Smart Timer, PU Leather\", \"asin\": \"B0D6Z711CW\", \"price\": \"$239.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19 Only 12 left in stock - order soon.\"},\n{\"title\": \"Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men\", \"asin\": \"B0CZ3R9HHD\", \"price\": \"$59.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Careboda Neck and Back Massager, Shiatsu Shoulder Massage Pillow with Soothing Heat, 3D Kneading Deep Tissue Massages for Muscle Pain Relief, Perfect Gifts for Friends, Family, Lover\", \"asin\": \"B09TT66MWP\", \"price\": \"$39.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 18\"},\n{\"title\": \"Heated Shoulder Wrap - Cordless Heating Pad Massager With Vibration, 3 Heating and Speed Adjustable Settings, Wearable Brace (2)\", \"asin\": \"B0D4HSZ3NK\", \"price\": \"$49.98\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Heated Shoulder Wrap with Massage, Electric Shoulder Massager Heating Pad for Men Women Frozen Shoulder Pain Relief with AC Adapter (Black)\", \"asin\": \"B08RJBGVK4\", \"price\": \"$32.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"SORELAX Shiatsu Back Shoulder and Neck Massager for Pain Relief Deep Tissue, Electric Massager with Heat, Neck, Back, Shoulder, Trapezius Muscle Relaxation Massage Pillow, Ideal Gift (Grey)\", \"asin\": \"B0CH9WYX34\", \"price\": \"$79.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 1 left in stock - order soon.\"},\n{\"title\": \"Cordless Heated Shoulder Brace Wrap, Shoulder Heating Pad with Massage, 3 Heat & Vibration, 5000mAh Battery Powered, Shoulder Massager for Men Women\", \"asin\": \"B0D128G3M9\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Cordless Heated Shoulder Brace, FSA or HSA Eligible Shoulder Heating Pad with Massage, Heated Shoulder Wrap Shoulder Massager for Men Women, Heated Pad for Rotator Cuff Frozen Shoulder\", \"asin\": \"B0DDSNL2RJ\", \"price\": \"$59.99\", \"delivery\": \" Two-Day FREE delivery Sat, Apr 19\"},\n{\"title\": \"Zyllion Shiatsu Neck and Shoulder Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 4D Kneading Deep Tissue Massage for Muscle Pain Relief on Back, Legs, Foot - Black (ZMA-36)\", \"asin\": \"B0CHD25JL7\", \"price\": \"$59.95\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Neck and Shoulder Massager with Heat - 4D Expert Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder,Traps and Back Pain Relief, Ideal Gifts for Men Women Mom Dad\", \"asin\": \"B0DPFLGRZP\", \"price\": \"$45.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 1 left in stock - order soon.\"},\n{\"title\": \"sticro Shoulder Heating Pad Massager for Pain Relief, Vibration Massage Heated Wrap Braces for Left Right Frozen Shoulder, Rotator Cuff Injury, Arthritis for Men Woman - S/M/L\", \"asin\": \"B0829V45TB\", \"price\": \"$49.99\", \"delivery\": \" Overnight FREE delivery Overnight 7 AM - 11 AM\"},\n{\"title\": \"Shiatsu Neck Massager Shoulder Massager with Heat, Electric Back Neck Massage for Pain Relief, Deep Tissue 3D Kneading Massage for Neck, Shoulder, Back, Home/Car/Office Use\", \"asin\": \"B09C1FHYHY\", \"price\": \"$104.20\", \"delivery\": \"FREE delivery Mon, Apr 21 Only 9 left in stock - order soon.\"},\n{\"title\": \"FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap\", \"asin\": \"B0DP9CK5XN\", \"price\": \"$49.99\", \"delivery\": \"FREE delivery Sun, Apr 20 Only 7 left in stock - order soon.\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-17T22:50:47.491Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "quantity": ""}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\n6 Ounce", "asin": "B0CFTQ6F6L", "price": "$109.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "quantity": ""}, {"title": "Cordless Neck Massager with Heat - 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Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "FORTHiQ Neck TENS Machine with Heat, Electric Neck Massager for Pain Relief, 15 Levels Deep Tissue Massage, Portable and Soothing, FSA or HSA Eligible", "asin": "B08WPL7247", "price": "$69.00", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Neck Massager with Heat - Shiatsu Neck and Back Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Leg Shoulder Massage Gifts for Women Men Mom Dad Birthday Mothers Fathers Day", "asin": "B0DW3LWCW1", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Spar Portable Neck and Shoulder Massager with 4D Deep Kneading Massage, Heat Control, Ideal for Muscle Pain Relief and Relaxation Customized Fit, User-Friendly, Durable", "asin": "B0DBQ95GDN", "price": "$89.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women", "asin": "B0D31N5RNT", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "RESTECK Massagers for Neck and Back with Heat - 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11 AM"}, {"title": "FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad", "asin": "B0CLH7XZ4M", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat, 3D Kneading Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, FSA HSA Eligible, Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B0D4TWW6Q6", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "arboleaf 6D Neck Massager for Pain Relief Deep Tissue Shiatsu Shoulder Massager with Heat Cordless Kneading Massager for Neck, Back, Leg, Gift for Mom Dad, FSA and HSA Eligible", "asin": "B0D9QL1V51", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Medcursor Neck Massager, Cordless 4D 6 Massage Nodes Deep Tissue Kneading Massage for Pain Relief, Massager for Neck Back Shoulder, Office, Home & Car", "asin": "B0CWH4R8F2", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Intelligent Neck Massager for Pain Relief,Electric Neck Massager with Heat Multiple Mode Massager for Neck and Shoulder Pain, White", "asin": "B0D818FZJK", "price": "$27.99", "delivery": "FREE delivery Sun, Apr 20 Only 10 left in stock - order soon."}, {"title": "Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man", "asin": "B0DNM4Q1H5", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager wiht Heat, Shoulder Massager, Back Massager, Deep Tissue Trapezius Massager, Massage Pillow for Pain Relief", "asin": "B0CQYJDYF5", "price": "$39.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 20 left in stock - order soon."}, {"title": "Neck and Shoulder Deep Tissue Massager, Cordless Deep Kneading Massagers with 6 Massage Nodes, Shiatsu Neck Back Shoulder Massager with Heat for Traps, Back & Leg, Gifts for Men Women, Home Use", "asin": "B0DL9TGWTV", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "FORTHiQ Hand-Like Neck Massager for Pain Relief Deep Tissue, Adjustable Heat and Massage Speed, Back Massager with Customizable Controls, FSA or HSA Eligible", "asin": "B0D1GTYQXF", "price": "$39.00", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Massager with Heat Wireless 6D Kneading Electric Neck and Shoulder Massager for Deep Tissue Gift for Mom&Dad(Light Grey)", "asin": "B0DS5Q3N1T", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "KingPavonini Neck Massager with Voice Prompt, Wireless Shoulder Massager with Heat, 6D Shiatsu Back and Neck Massage for Pain Relief Deep Tissue at Home Office, Gifts for Men Women Mom Dad", "asin": "B0DF29JBX4", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "PhysioFlex Cordless Joint Massager, for Knee, Shoulder, and Elbow, 3 Adjustable Heat and Vibration Levels, Red Light Therapy, LED Touch Screen, Relieves Joint Pain, for Joint Health & Mobility", "asin": "B0DFNMM9TB", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Cordless Neck Massager with Heat, Back Massager for Pain Relief deep Tissue, 3D Shiatsu Neck Shoulder Massage Pillow with Carry Bag, Rechargeable Portable Ideal Gifts for Mom, Dad", "asin": "B0DPWVSLYQ", "price": "$55.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)", "asin": "B0DGP3C46D", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Nekteck Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B07TB5PXGH", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Papillon Neck Massager,Shiatsu Electric Back Massager with Heat,Neck Back Pain Relief Gifts for Mom/Dad/Women/Men,Deep Tissue Kneading Massage Pillow for Shoulder,Legs,Foot,Body Muscle Fatigue Relief", "asin": "B082H96C9W", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Portable Neck Massager for Pain Relief - Heated Deep Tissue Shiatsu Massage for Neck, Shoulder, Back, Muscles, Stress, and Tension", "asin": "B0CT1MZ6RQ", "price": "$39.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members Only 14 left in stock - order soon."}, {"title": "Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car", "asin": "B0D25G43TV", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)", "asin": "B0CC1YS5BR", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)", "asin": "B0D5M3KSWH", "price": "$63.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B08SW893LW", "price": "$43.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "COMFIER Shiatsu Neck Shoulder Massager, Back Massager with Heat, FSA HSA Eligible,Gifts for Mom Dad Deep Tissue 4D Kneading Massage Pillow with Portable Storage Bag, Home, Office and Car Use", "asin": "B0D3Q41V9Y", "price": "$41.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B09JSZLH4X", "price": "$39.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Homedics Vibration Heated Shoulder Massager Wrap, Comfort Pro Elite, Soft Fabric, Tension Relief, 2 Speeds & Styles, Long, NMS-450H", "asin": "B073142HJX", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Neck and Back Massager - 3D Kneading Deep Tissue Full Body Electric Massage Chair Seat Cushion Pad with Heat and Vibration for Muscle Pain Relief, Home and Office - Black (ZMA-33)", "asin": "B0881Y82NN", "price": "$199.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts", "asin": "B08737HD3S", "price": "$54.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad", "asin": "B0D8KP1VGL", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Back Neck Shoulder Massager with Heat, Shiatsu Electric Deep Tissue 3D Kneading Massagers for Relief on Waist, Leg, Calf, Foot Full Body Muscles, Gift for Men Women Mom Dad (Black)", "asin": "B09PBF5JYK", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot Body (Grey)", "asin": "B09SHPB9PT", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Neck and Back Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 3D Kneading Deep Tissue Massage for Shoulders, Legs, Feet and Muscle Pain Relief - Black (ZMA-28RB-BK)", "asin": "B093CQ81DQ", "price": "$79.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Cordless Portable Shoulder Heating Pad & Massager, Heating Vibration Shoulder Wrap, Shoulder Brace for Pain Relief, Rotator Cuff Support for Men & Women, Black", "asin": "B0DH22GVWR", "price": "$59.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Massager for Pain Relief Deep Tissue,5D Kneading Massage Pillow for Neck, Back, Shoulder with Heat, Gifts for Women Men Mom Dad, Grey", "asin": "B0DJKV6PCQ", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Heating Pad with Massager for Neck and Shoulders, Wearable Electric Heating Pads for Back Pain Relief, Auto-Shut Off, 6 Heat Settings, 4 Massage Modes, Large Size, UL Certified, Gray", "asin": "B0DCJK9M6Y", "price": "$47.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Shoulder Heating Pad with Massage, 5S Rapid Heat & Velvet Lining, LED Display for Real-Time Temp & Battery, Vibration Massager Brace for Neck & Rotator Cuff Pain Relief, Fits Men & Women", "asin": "B0DT9KC1S9", "price": "$47.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Shiatsu Neck & Back Massager with Heat, 3D Unique V Neck Roller, Deep Tissue Kneading Massage Chair Pad for Neck, Back & Shoulders, Vibration Cushion with Smart Timer, PU Leather", "asin": "B0D6Z711CW", "price": "$239.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 12 left in stock - order soon."}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CZ3R9HHD", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Careboda Neck and Back Massager, Shiatsu Shoulder Massage Pillow with Soothing Heat, 3D Kneading Deep Tissue Massages for Muscle Pain Relief, Perfect Gifts for Friends, Family, Lover", "asin": "B09TT66MWP", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Heated Shoulder Wrap - Cordless Heating Pad Massager With Vibration, 3 Heating and Speed Adjustable Settings, Wearable Brace (2)", "asin": "B0D4HSZ3NK", "price": "$49.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Heated Shoulder Wrap with Massage, Electric Shoulder Massager Heating Pad for Men Women Frozen Shoulder Pain Relief with AC Adapter (Black)", "asin": "B08RJBGVK4", "price": "$32.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SORELAX Shiatsu Back Shoulder and Neck Massager for Pain Relief Deep Tissue, Electric Massager with Heat, Neck, Back, Shoulder, Trapezius Muscle Relaxation Massage Pillow, Ideal Gift (Grey)", "asin": "B0CH9WYX34", "price": "$79.99", "delivery": "FREE delivery Sun, Apr 20 Only 1 left in stock - order soon."}, {"title": "Cordless Heated Shoulder Brace Wrap, Shoulder Heating Pad with Massage, 3 Heat & Vibration, 5000mAh Battery Powered, Shoulder Massager for Men Women", "asin": "B0D128G3M9", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Heated Shoulder Brace, FSA or HSA Eligible Shoulder Heating Pad with Massage, Heated Shoulder Wrap Shoulder Massager for Men Women, Heated Pad for Rotator Cuff Frozen Shoulder", "asin": "B0DDSNL2RJ", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Zyllion Shiatsu Neck and Shoulder Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 4D Kneading Deep Tissue Massage for Muscle Pain Relief on Back, Legs, Foot - Black (ZMA-36)", "asin": "B0CHD25JL7", "price": "$59.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat - 4D Expert Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder,Traps and Back Pain Relief, Ideal Gifts for Men Women Mom Dad", "asin": "B0DPFLGRZP", "price": "$45.99", "delivery": "FREE delivery Sun, Apr 20 Only 1 left in stock - order soon."}, {"title": "sticro Shoulder Heating Pad Massager for Pain Relief, Vibration Massage Heated Wrap Braces for Left Right Frozen Shoulder, Rotator Cuff Injury, Arthritis for Men Woman - S/M/L", "asin": "B0829V45TB", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Shiatsu Neck Massager Shoulder Massager with Heat, Electric Back Neck Massage for Pain Relief, Deep Tissue 3D Kneading Massage for Neck, Shoulder, Back, Home/Car/Office Use", "asin": "B09C1FHYHY", "price": "$104.20", "delivery": "FREE delivery Mon, Apr 21 Only 9 left in stock - order soon."}, {"title": "FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap", "asin": "B0DP9CK5XN", "price": "$49.99", "delivery": "FREE delivery Sun, Apr 20 Only 7 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:47.491Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-17T22:50:47.491Z	input	妙界肩颈按摩仪	rule	2025-04-17T22:50:47.491Z	input	妙界肩颈按摩仪	train	283	2025-04-17T22:50:47.491Z	input	妙界肩颈按摩仪	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-13T04:31:57.925Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:31:58.282Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:32:06.190Z", "action": "input", "action_argument": "\u5730\u6bef"} {"timestamp": "2025-04-13T04:32:06.283Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-13T04:32:18.157Z", "action": "input", "action_argument": "\u5730\u6bef \u5367\u5ba4"} {"timestamp": "2025-04-13T04:32:18.562Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-13T04:33:06.047Z", "action": "input", "action_argument": "\u5730\u677f\u57ab"} {"timestamp": "2025-04-13T04:33:06.441Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:24.499Z", "action": "input", "action_argument": "\u767b\u5c71\u978b"} {"timestamp": "2025-04-14T02:47:24.732Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:26.151Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T02:47:29.356Z", "action": "input", "action_argument": "\u767b\u5c71\u978b \u7537"} {"timestamp": "2025-04-14T02:47:29.830Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T03:52:39.278Z", "action": "input", "action_argument": "\u679c\u76d8"} {"timestamp": "2025-04-14T03:52:39.506Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T04:36:02.936Z", "action": "click_product", "action_argument": "B097DNWR91"} {"timestamp": "2025-04-14T04:36:08.951Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-14T05:06:10.554Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T05:06:13.487Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-14T06:06:34.325Z", "action": "input", "action_argument": "lenovo legion r7000p 2021H battery"} {"timestamp": "2025-04-14T06:06:34.570Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:06:49.552Z", "action": "click_product", "action_argument": "B07QX7XHC9"} {"timestamp": "2025-04-14T06:07:11.296Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:13.175Z", "action": "input", "action_argument": "lenovo legion r7000p battery"} {"timestamp": "2025-04-14T06:07:14.714Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-14T06:07:27.665Z", "action": "click_product", "action_argument": "B09N39XG46"} {"timestamp": "2025-04-14T06:07:31.296Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:42:34.569Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:42:54.279Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:57.157Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:42:59.206Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:35.540Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:43:58.889Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:44:09.462Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.519Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:40.907Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T03:44:55.899Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:45:55.180Z", "action": "click_product", "action_argument": "B0D2PJH88X"} {"timestamp": "2025-04-15T03:46:12.393Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:46:40.366Z", "action": "click_product", "action_argument": "B07PSMD1M1"} {"timestamp": "2025-04-15T03:46:55.960Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:00.638Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:47:41.721Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:48:16.118Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:48:21.248Z", "action": "click_product", "action_argument": "B0BK8YZQCP"} {"timestamp": "2025-04-15T03:48:33.654Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:48:51.014Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T03:49:15.909Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:49:17.598Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T03:52:00.846Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:01.563Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-15T03:52:10.586Z", "action": "click_product", "action_argument": "B01KNM69IG"} {"timestamp": "2025-04-15T03:53:19.624Z", "action": "click_product", "action_argument": "B07Q8JF5LL"} {"timestamp": "2025-04-15T03:56:42.891Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:56:57.503Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:03.471Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:26.047Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T03:57:57.739Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:57:58.913Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-15T03:58:30.986Z", "action": "purchase", "action_argument": "B09NBP8811"} {"timestamp": "2025-04-15T04:36:58.956Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u73b0\u5b9e"} {"timestamp": "2025-04-15T04:36:59.200Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:03.309Z", "action": "input", "action_argument": "\u6c7d\u8f66\u62ac\u5934\u663e\u793a"} {"timestamp": "2025-04-15T04:37:03.561Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:22.372Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:37:22.602Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:37:30.998Z", "action": "click_product", "action_argument": "B0DP4S7FMK"} {"timestamp": "2025-04-15T04:37:36.463Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:02.996Z", "action": "click_product", "action_argument": "B09XM96H87"} {"timestamp": "2025-04-15T04:38:07.012Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:38:40.489Z", "action": "click_product", "action_argument": "B0957S3F3H"} {"timestamp": "2025-04-15T04:38:44.662Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:39:03.268Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:39:16.976Z", "action": "input", "action_argument": "HUD"} {"timestamp": "2025-04-15T04:39:25.546Z", "action": "input", "action_argument": "head up display for car"} {"timestamp": "2025-04-15T04:39:33.251Z", "action": "click_product", "action_argument": "B0CHVT3PSL"} {"timestamp": "2025-04-15T04:40:46.450Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T04:40:54.638Z", "action": "click_product", "action_argument": "B0CH9G8ZVV"} {"timestamp": "2025-04-15T04:40:58.656Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:18.297Z", "action": "click_product", "action_argument": "B0CS5VB5D7"} {"timestamp": "2025-04-15T04:41:22.464Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:41:47.980Z", "action": "click", "action_argument": "page_related"} {"timestamp": "2025-04-15T04:42:05.404Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:07.275Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:14.159Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:15.709Z", "action": "input", "action_argument": "head up display map"} {"timestamp": "2025-04-15T04:42:15.980Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:25.489Z", "action": "click_product", "action_argument": "B0D9LJXRC4"} {"timestamp": "2025-04-15T04:42:29.409Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-15T04:42:37.711Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T04:42:42.590Z", "action": "input", "action_argument": "head up display carplay"} {"timestamp": "2025-04-15T04:42:42.840Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"}], "cart_items": [{"title": "Lavemi Men's Real Leather Ratchet Dress Casual Belt, Cut to Exact Fit,Elegant Gift Box(55-0027)", "asin": "B06XH8VQCJ", "price": "$16.99", "quantity": "1"}, {"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$206.29", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "quantity": ""}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging\n6 Ounce", "asin": "B0CFTQ6F6L", "price": "$109.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "quantity": ""}, {"title": "Cordless Neck Massager with Heat - Shiatsu Neck and Back Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Leg Shoulder Massage Gifts for Women Men Mom Dad Birthday Mothers Fathers Day", "asin": "B0DW3LWCW1", "price": "$69.99", "quantity": ""}, {"title": "Cordless Neck Massager with Heat - Shiatsu Neck and Back Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Leg Shoulder Massage Gifts for Women Men Mom Dad Birthday Mothers Fathers Day", "asin": "B0DW3LWCW1", "price": "$69.99", "quantity": ""}, {"title": "COMFIER Cordless Neck Massager with Heat, Back Massager for Pain Relief deep Tissue, 3D Shiatsu Neck Shoulder Massage Pillow with Carry Bag, Rechargeable Portable Ideal Gifts for Mom, Dad", "asin": "B0DPWVSLYQ", "price": "$55.99", "quantity": ""}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "quantity": ""}, {"title": "Neck Massager, Deep Tissue 3D Kneading Massager Pillow with Heat for Neck Back Pain Relief, Electric Shiatsu Massage Cushion for Men and Women", "asin": "B0DYNM5NRP", "price": "$79.99", "quantity": ""}, {"title": "Shiatsu Neck and Back Massager with Heat, Neck and Shoulder Massager, 4D Deep Tissue Kneading Massage Pillow for Shoulder, Back, Leg Muscle Pain Relief, Gifts for Man Woman, Home Office Use", "asin": "B0DNLY4JBD", "price": "$59.99", "quantity": ""}], "ads": [{"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat,for Neck and Shoulder Pain H7 Ultra", "asin": "B0DB5R6H2J"}], "search_results": [{"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car", "asin": "B0DHL5WS49", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "FORTHiQ Neck TENS Machine with Heat, Electric Neck Massager for Pain Relief, 15 Levels Deep Tissue Massage, Portable and Soothing, FSA or HSA Eligible", "asin": "B08WPL7247", "price": "$69.00", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Neck Massager with Heat - Shiatsu Neck and Back Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Leg Shoulder Massage Gifts for Women Men Mom Dad Birthday Mothers Fathers Day", "asin": "B0DW3LWCW1", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Spar Portable Neck and Shoulder Massager with 4D Deep Kneading Massage, Heat Control, Ideal for Muscle Pain Relief and Relaxation Customized Fit, User-Friendly, Durable", "asin": "B0DBQ95GDN", "price": "$89.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Neck Massager with Heat, FSA HSA Eligible, 4D Deep Kneading Neck Shoulder Massager for Pain, Shiatsu Back Massager Pillow, Gifts for Men, Women", "asin": "B0D31N5RNT", "price": "$45.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "RESTECK Massagers for Neck and Back with Heat - Deep Tissue 3D Kneading Pillow, Electric Shiatsu Shoulder Massage, Foot, Legs,Body - Relieve Muscle Pain - Office, Home & Car", "asin": "B07DBY2X24", "price": "$69.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "InvoSpa Shiatsu Back Shoulder and Neck Massager with Heat - Deep Tissue Kneading Pillow Massage - Back Massager, Shoulder Massager, Electric Full Body Massager", "asin": "B09JYHPHQL", "price": "$49.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - FSA or HSA Eligible, Cordless 4D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CQQLFYS6", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Cordless Neck Massager with Heat, 4D Kneading Neck and Shoulder Massager Deep Tissue, Shiatsu Neck Back Massager Pillow, 2 Heating Levels,Gifts for Mom Dad", "asin": "B0CZLDT54F", "price": "$45.69", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "MIKO Shiatsu Neck Massager with Heat for Deep Tissue Pain Relief, Premium App-Controlled Cordless Massage, Fits Neck Size 11-15 Inches", "asin": "B0DMTS2F3R", "price": "$99.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat for Neck Pain Relief and Tension, Electric Intelligent Massager with 3 Massage Pads, Elderly-Friendly Design, Gift Packaging", "asin": "B0CFTQ6F6L", "price": "$109.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neckology Intelligent Neck Massager with Heat, Electric Pulse Neck Massager for Pain Relief, Wireless Neck Massager for Women", "asin": "B0C3QP7BSJ", "price": "$27.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER 4D Neck Massager for Pain Relief Deep Tissue,Wireless Back Massager, Hands-Free Massage Pillow for Neck and Shoulder Pain, Gift for Mom Dad Women Men", "asin": "B0DXL1MSPV", "price": "$99.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Rechargeable Neck Massager with Heat Shiatsu Back and Neck Massager Cordless Portable Kneading Shoulder Massage Shawl for Pain Relief Deep Tissue Gifts for Dad Mom Friends", "asin": "B0DDBBTW7P", "price": "$39.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "FSA/HSA Eligible Cordless Neck Shoulder Massager for Pain Relief Deep Tissue, 5D Shiatsu Back Massager with Heat, Wireless Rechargeable Shoulder Massage Pillow, Best Gifts for Men,Women,Mom & Dad", "asin": "B0CLH7XZ4M", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Massager with Heat, 3D Kneading Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, FSA HSA Eligible, Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B0D4TWW6Q6", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "arboleaf 6D Neck Massager for Pain Relief Deep Tissue Shiatsu Shoulder Massager with Heat Cordless Kneading Massager for Neck, Back, Leg, Gift for Mom Dad, FSA and HSA Eligible", "asin": "B0D9QL1V51", "price": "$35.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Medcursor Neck Massager, Cordless 4D 6 Massage Nodes Deep Tissue Kneading Massage for Pain Relief, Massager for Neck Back Shoulder, Office, Home & Car", "asin": "B0CWH4R8F2", "price": "$29.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SKG Neck Massager for Pain Relief Deep Tissue FSA HSA Eligible Shiatsu Massager with Heat for Neck and Shoulder Flex Massager H7 Ultra E", "asin": "B0DG4QKPFP", "price": "$169.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Intelligent Neck Massager for Pain Relief,Electric Neck Massager with Heat Multiple Mode Massager for Neck and Shoulder Pain, White", "asin": "B0D818FZJK", "price": "$27.99", "delivery": "FREE delivery Sun, Apr 20 Only 10 left in stock - order soon."}, {"title": "Neck and Shoulder Massager, Cordless Back and Neck Massager, Upgraded Graphene Heating, FSA HSA Eligible, 4D Shiatsu Deep Kneading Massage for Shoulder, Back, Leg, ect, Relax Gift for Woman Man", "asin": "B0DNM4Q1H5", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Neck Massager wiht Heat, Shoulder Massager, Back Massager, Deep Tissue Trapezius Massager, Massage Pillow for Pain Relief", "asin": "B0CQYJDYF5", "price": "$39.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 20 left in stock - order soon."}, {"title": "Neck and Shoulder Deep Tissue Massager, Cordless Deep Kneading Massagers with 6 Massage Nodes, Shiatsu Neck Back Shoulder Massager with Heat for Traps, Back & Leg, Gifts for Men Women, Home Use", "asin": "B0DL9TGWTV", "price": "$29.97", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "FORTHiQ Hand-Like Neck Massager for Pain Relief Deep Tissue, Adjustable Heat and Massage Speed, Back Massager with Customizable Controls, FSA or HSA Eligible", "asin": "B0D1GTYQXF", "price": "$39.00", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Massager with Heat Wireless 6D Kneading Electric Neck and Shoulder Massager for Deep Tissue Gift for Mom&Dad(Light Grey)", "asin": "B0DS5Q3N1T", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "KingPavonini Neck Massager with Voice Prompt, Wireless Shoulder Massager with Heat, 6D Shiatsu Back and Neck Massage for Pain Relief Deep Tissue at Home Office, Gifts for Men Women Mom Dad", "asin": "B0DF29JBX4", "price": "$34.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "PhysioFlex Cordless Joint Massager, for Knee, Shoulder, and Elbow, 3 Adjustable Heat and Vibration Levels, Red Light Therapy, LED Touch Screen, Relieves Joint Pain, for Joint Health & Mobility", "asin": "B0DFNMM9TB", "price": "$79.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "COMFIER Cordless Neck Massager with Heat, Back Massager for Pain Relief deep Tissue, 3D Shiatsu Neck Shoulder Massage Pillow with Carry Bag, Rechargeable Portable Ideal Gifts for Mom, Dad", "asin": "B0DPWVSLYQ", "price": "$55.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat, Cordless Shiatsu Shoulder Massager for Pain Relief Deep Tissue, Rechargeable 6D Kneading Massage for Neck and Shoulde Pain, Gifts for Mom&Dad (Grey)", "asin": "B0DGP3C46D", "price": "$69.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Nekteck Shiatsu Neck and Back Massager with Soothing Heat, Electric Deep Tissue 3D Kneading Massage Pillow for Shoulder, Leg, Body Muscle Pain Relief, Home, Office, and Car Use", "asin": "B07TB5PXGH", "price": "$54.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Papillon Neck Massager,Shiatsu Electric Back Massager with Heat,Neck Back Pain Relief Gifts for Mom/Dad/Women/Men,Deep Tissue Kneading Massage Pillow for Shoulder,Legs,Foot,Body Muscle Fatigue Relief", "asin": "B082H96C9W", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Portable Neck Massager for Pain Relief - Heated Deep Tissue Shiatsu Massage for Neck, Shoulder, Back, Muscles, Stress, and Tension", "asin": "B0CT1MZ6RQ", "price": "$39.99", "delivery": "FREE delivery Tue, Apr 22 for Prime members Only 14 left in stock - order soon."}, {"title": "Neck Massager with Heat, Shoulder Massager, Shiatsu Neck and Back Massager, Muscle Pain Relief-Office, Home & Car", "asin": "B0D25G43TV", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "SORELAX Mini Shiatsu Neck Massager, Shoulder Neck Massager with Heat for Pain Relief Deep Tissue, Neck, Back, Shoulder, Leg Electric Kneading Massager, Perfect Gifts for Men Women Dad Mom (Grey)", "asin": "B0CC1YS5BR", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck Shoulder Massager with Heat,Deep Tissue Kneading Relieves Tension Improves Circulation,Mothers Day Gifts for Mom,Portable Alleviates Muscle Soreness Stylish Eases Stiffness(Grey)", "asin": "B0D5M3KSWH", "price": "$63.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Mirakel Shiatsu Neck & Back Massager with Heat - Deep Tissue Neck, Back & Shoulder Pain Relief - Ergonomic Design Shoulder Massager, Electric Kneading Whole Body Massage Pillow Gifts for Women, Men", "asin": "B08SW893LW", "price": "$43.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "COMFIER Shiatsu Neck Shoulder Massager, Back Massager with Heat, FSA HSA Eligible,Gifts for Mom Dad Deep Tissue 4D Kneading Massage Pillow with Portable Storage Bag, Home, Office and Car Use", "asin": "B0D3Q41V9Y", "price": "$41.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Back Massager Neck Massager with Heat, Shiatsu Massage Pillow for Pain Relief, Massagers for Neck and Back, Shoulder, Leg, Christmas Gifts for Men Women Mom Dad, Stress Relax at Home Office and Car", "asin": "B09JSZLH4X", "price": "$39.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Homedics Vibration Heated Shoulder Massager Wrap, Comfort Pro Elite, Soft Fabric, Tension Relief, 2 Speeds & Styles, Long, NMS-450H", "asin": "B073142HJX", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Neck and Back Massager - 3D Kneading Deep Tissue Full Body Electric Massage Chair Seat Cushion Pad with Heat and Vibration for Muscle Pain Relief, Home and Office - Black (ZMA-33)", "asin": "B0881Y82NN", "price": "$199.95", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "RENPHO Neck and Shoulder Massager with Heat [2025 Upgraded], Shiatsu Cervical and Back Massager, 3D Rotation, Electric Deep Tissue Massage, True Relaxation for Neck and Shoulders, Mothers Day Gifts", "asin": "B08737HD3S", "price": "$54.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Nekteck Cordless Neck Massager, Shiatsu Neck and Shoulder Massager with Heat, Shoulder Massage, Electric Deep Tissue 6D Kneading Massage Pillow for Back Pain Relief, for Men Women Dad", "asin": "B0D8KP1VGL", "price": "$59.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Back Neck Shoulder Massager with Heat, Shiatsu Electric Deep Tissue 3D Kneading Massagers for Relief on Waist, Leg, Calf, Foot Full Body Muscles, Gift for Men Women Mom Dad (Black)", "asin": "B09PBF5JYK", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Snailax Shiatsu Neck and Shoulder Massager - Back Massager with Heat, Deep Kneading Electric Massage Pillow for Neck, Back, Shoulder,Foot Body (Grey)", "asin": "B09SHPB9PT", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Zyllion Shiatsu Neck and Back Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 3D Kneading Deep Tissue Massage for Shoulders, Legs, Feet and Muscle Pain Relief - Black (ZMA-28RB-BK)", "asin": "B093CQ81DQ", "price": "$79.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Cordless Portable Shoulder Heating Pad & Massager, Heating Vibration Shoulder Wrap, Shoulder Brace for Pain Relief, Rotator Cuff Support for Men & Women, Black", "asin": "B0DH22GVWR", "price": "$59.99", "delivery": "FREE delivery Sun, Apr 20"}, {"title": "Neck Massager for Pain Relief Deep Tissue,5D Kneading Massage Pillow for Neck, Back, Shoulder with Heat, Gifts for Women Men Mom Dad, Grey", "asin": "B0DJKV6PCQ", "price": "$37.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Heating Pad with Massager for Neck and Shoulders, Wearable Electric Heating Pads for Back Pain Relief, Auto-Shut Off, 6 Heat Settings, 4 Massage Modes, Large Size, UL Certified, Gray", "asin": "B0DCJK9M6Y", "price": "$47.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Shoulder Heating Pad with Massage, 5S Rapid Heat & Velvet Lining, LED Display for Real-Time Temp & Battery, Vibration Massager Brace for Neck & Rotator Cuff Pain Relief, Fits Men & Women", "asin": "B0DT9KC1S9", "price": "$47.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Shiatsu Neck & Back Massager with Heat, 3D Unique V Neck Roller, Deep Tissue Kneading Massage Chair Pad for Neck, Back & Shoulders, Vibration Cushion with Smart Timer, PU Leather", "asin": "B0D6Z711CW", "price": "$239.99", "delivery": " Two-Day FREE delivery Sat, Apr 19 Only 12 left in stock - order soon."}, {"title": "Shiatsu Neck and Shoulder Massager with Heat - Upgarded Cordless 6D Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder and Back, Ideal Gifts for Women,Men", "asin": "B0CZ3R9HHD", "price": "$59.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Careboda Neck and Back Massager, Shiatsu Shoulder Massage Pillow with Soothing Heat, 3D Kneading Deep Tissue Massages for Muscle Pain Relief, Perfect Gifts for Friends, Family, Lover", "asin": "B09TT66MWP", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 18"}, {"title": "Heated Shoulder Wrap - Cordless Heating Pad Massager With Vibration, 3 Heating and Speed Adjustable Settings, Wearable Brace (2)", "asin": "B0D4HSZ3NK", "price": "$49.98", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Heated Shoulder Wrap with Massage, Electric Shoulder Massager Heating Pad for Men Women Frozen Shoulder Pain Relief with AC Adapter (Black)", "asin": "B08RJBGVK4", "price": "$32.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "SORELAX Shiatsu Back Shoulder and Neck Massager for Pain Relief Deep Tissue, Electric Massager with Heat, Neck, Back, Shoulder, Trapezius Muscle Relaxation Massage Pillow, Ideal Gift (Grey)", "asin": "B0CH9WYX34", "price": "$79.99", "delivery": "FREE delivery Sun, Apr 20 Only 1 left in stock - order soon."}, {"title": "Cordless Heated Shoulder Brace Wrap, Shoulder Heating Pad with Massage, 3 Heat & Vibration, 5000mAh Battery Powered, Shoulder Massager for Men Women", "asin": "B0D128G3M9", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Cordless Heated Shoulder Brace, FSA or HSA Eligible Shoulder Heating Pad with Massage, Heated Shoulder Wrap Shoulder Massager for Men Women, Heated Pad for Rotator Cuff Frozen Shoulder", "asin": "B0DDSNL2RJ", "price": "$59.99", "delivery": " Two-Day FREE delivery Sat, Apr 19"}, {"title": "Zyllion Shiatsu Neck and Shoulder Massager with Heat (FSA/HSA Eligible) - Cordless Rechargeable 4D Kneading Deep Tissue Massage for Muscle Pain Relief on Back, Legs, Foot - Black (ZMA-36)", "asin": "B0CHD25JL7", "price": "$59.95", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Neck and Shoulder Massager with Heat - 4D Expert Deep Tissue Kneading Massager, Rechargeable Massage for Neck, Shoulder,Traps and Back Pain Relief, Ideal Gifts for Men Women Mom Dad", "asin": "B0DPFLGRZP", "price": "$45.99", "delivery": "FREE delivery Sun, Apr 20 Only 1 left in stock - order soon."}, {"title": "sticro Shoulder Heating Pad Massager for Pain Relief, Vibration Massage Heated Wrap Braces for Left Right Frozen Shoulder, Rotator Cuff Injury, Arthritis for Men Woman - S/M/L", "asin": "B0829V45TB", "price": "$49.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"}, {"title": "Shiatsu Neck Massager Shoulder Massager with Heat, Electric Back Neck Massage for Pain Relief, Deep Tissue 3D Kneading Massage for Neck, Shoulder, Back, Home/Car/Office Use", "asin": "B09C1FHYHY", "price": "$104.20", "delivery": "FREE delivery Mon, Apr 21 Only 9 left in stock - order soon."}, {"title": "FSA HSA Eligible, Cordless Shoulder Heating Pads with Massager for Shoulder Pain, Frozen Shoulder, Heated Shoulder Wrap Heating Massage Shoulder Brace Heating Wrap", "asin": "B0DP9CK5XN", "price": "$49.99", "delivery": "FREE delivery Sun, Apr 20 Only 7 left in stock - order soon."}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-17T22:50:47.491Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:13:41.979Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:41.979Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:13:41.979Z	input	眼用湿巾	rule	2025-04-20T14:13:41.979Z	input	眼用湿巾	train	284	2025-04-20T14:13:41.979Z	input	眼用湿巾	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:41.979Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\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\"search_term\": [{\"term\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:13:42.190Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} <\|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": "\u773c\u7528\u6e7f\u5dfe"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:42.190Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:13:42.190Z	click	search	rule	2025-04-20T14:13:42.190Z	click	search	train	285	2025-04-20T14:13:42.190Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} <\|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": "\u773c\u7528\u6e7f\u5dfe"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:42.190Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:13:49.255Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:49.255Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:13:49.255Z	input	湿巾	rule	2025-04-20T14:13:49.255Z	input	湿巾	train	286	2025-04-20T14:13:49.255Z	input	湿巾	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:49.255Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": 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Pre-moistened Eyeglass Lens Cleaning Wipes - 400 Lens Wipes Individually Wrapped Sracth-Free Streak-Free Eye Glasses Wipes Lens Cleaner for Sunglass & Camera Lens\", \"asin\": \"B0DHTMRXP5\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Care Touch Lens Wipes for Eyeglasses with Microfiber Cloths, 400 Glasses Wipes and 10 Microfiber Cloths - Eyeglass Wipes Individually Wrapped, Eye Glasses Lens Cleaning Wipes, Eyeglass Cleaner Wipes\", \"asin\": \"B083594F67\", \"price\": \"$22.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"3-Ply Ultra Care Pocket Tissues, Travel Size (30 Packs of 10 Tissues)\", \"asin\": \"B09WDGKKNS\", \"price\": \"$19.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"75% Large Alcohol Wipes - 400 Count - ONLY $.04/WIPE BEST VALUE PER SHEET WITH COUPONS - Premium Wipes - 4 Soft Packs /100 wipes each. Large Sheets for Hands\", \"asin\": \"B0DRXXN8CJ\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Apr 24 - 28 Or fastest delivery Wed, Apr 23\"},\n{\"title\": \"Care Touch Alcohol Wipes Individually Wrapped - Prep Pads with 70% Isopropyl Alcohol, Great for Home, Medical & First Aid Kits Sterilized, Antiseptic 2-Ply Swabs 400 Count\", \"asin\": \"B06XS38XH6\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"DUDE Wipes - Flushable Wipes Travel Pack - 6 Pack, 108 Wipes - Extra Large Unscented Wet Wipes with Vitamin E & Aloe - Septic and Sewer Safe Butt Wipes For Adults\", \"asin\": \"B0CTRYM63M\", \"price\": \"$17.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Nice 'N CLEAN SmudgeGuard Lens Wipes (600 Total Wipes) \| Individually-Wrapped, Pre-Moistened, Ammonia-Free Lenses Wipes \| Lens Cleaning Wipes for Eyeglasses, Camera Lens, Goggles, Sunglasses\", \"asin\": \"B09TV6Y5KW\", \"price\": \"$29.88\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"ZEISS Pre-Moistened Lens Cleaning Wipes Bundle, 200 Count and 80 Count\", \"asin\": \"B0D1268H8C\", \"price\": \"$14.47\", \"delivery\": \"Delivery Tue, Apr 22\"},\n{\"title\": \"500 Count Lens Cleaning Wipes for Eyeglasses, Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eye Glasses Cleaner Wipes for Sunglass, Camera Lens, Goggles\", \"asin\": \"B0D8BJ8PKX\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Flents Wipe 'N Clear Lens Cleaning Wipes 5\\\" x 6\\\" Lens Wipes AntiStreak Fast Drying 4 Portable Boxes Of 75, Bonus Pack, 300 Count, Made in the USA, 75 Count (Pack of 4)\", \"asin\": \"B07JQKFJBN\", \"price\": \"$24.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"50 Pcs Moist Towelettes Individually Wrapped Scented Disposable Face Towels Essential Oil Infused Moist Terry Cotton Towel for Use Hot or Cold Travel Body Spa (Lemon Mango)\", \"asin\": \"B0D4V1BZXF\", \"price\": \"$22.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Hand Sanitizing Wipes, 432 Count Soft Flow (Pack of 6)\", \"asin\": \"B08NXVM4WL\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Flents Makeup Remover Wipes, 30 Count, Hypoallergenic, Gentle for Eyelids & Eyes, Individually Wrapped, Perfect for Travel, Removes Waterproof Makeup, Non-Irritating, Ideal for Sensitive Skin\", \"asin\": \"B002SV3GDC\", \"price\": \"$19.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"200 Count Lens Cleaning Wipes-Pre-Moistened Individually Wrapped Eyeglass Wipes Optical Screen Cleaner Streak Free Fast Drying\", \"asin\": \"B0CCHM1JL8\", \"price\": \"$9.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"I-sper 250PCS Lens Wipes for Eyeglasses, Eyeglass Lens Cleaning Wipes Pre-Moistened Quick Dry Individual Wrapped with a Carrying Box Suitable for All Glasses and Electronics Screen\", \"asin\": \"B09682D48C\", \"price\": \"$17.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Flents Lens Wipes, Wipe 'N Clear, 30 Count, Pre-Moistened, Streak-Free, Safe for Glasses, Sunglasses, Anti-Fog, Gentle Cleaning, Clear Vision, Individually Wrapped for Travel & Convenience\", \"asin\": \"B001FPJ2R6\", \"price\": \"$6.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"ZEISS 200 Count Pre-Moistened Lens Wipes and Q-tips 500 Count 100% Cotton Swabs\", \"asin\": \"B0D1Q4R2M2\", \"price\": \"$14.52\", \"delivery\": \"Delivery Tue, Apr 22\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:13:49.509Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} <\|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": "\u6e7f\u5dfe"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "LARGE Hand Sanitizing Wipes 75% Alcohol - 600 Count - ONLY $.039/WIPE BEST VALUE PER SHEET WITH COUPONS - Premium Wipes - 6 Soft Packs /100 wipes each", "asin": "B0F23S6TPS", "price": "$38.99", "quantity": ""}, {"title": "ShoppingAlaCart Multi-Purpose Cleaning Wipes for Home and Office, 100 Count Per Pack, Pop-Top, Resealable (100 Count (Pack of 6)\n100 Count (Pack of 1)", "asin": "B0DXRGW94Y", "price": "$17.99", "quantity": ""}, {"title": "Voi Easy Cleaning Wet Wipes 100pcs- Multipurpose cleaners\n1 Count (Pack of 100)", "asin": "B0DY7TV3KC", "price": "$13.79", "quantity": ""}, {"title": "Towel Magic by Handleflex - 100% Viscose Cleansing Wipes \| Hypoallergenic, Eco-Friendly, Soft & Durable \| No Harsh Chemicals \| Travel-Friendly, Multi-Purpose \| 50 Premium Quality Wipes\n50 Count (Pack of 1)", "asin": "B0DZW242KM", "price": "$8.99", "quantity": ""}, {"title": "4 Pcs 80s 90s Neon Headbands Outfit Accessories for Women Men Retro Print Head Wraps Athletic Elastic Hairband for Hip Hop Party Style Hiking Cycling Running Yoga Sport", "asin": "B0DXV3LBXX", "price": "$8.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Cliradex Towelettes - Natural Face, Eyelash & Eyelid Cleanser - Wipes for Demodex, Blepharitis, Mgd and Red Irritated Eye Lid - Tea Tree Oil Extract.\" Rated 4.3 out of 5 stars by 4438 reviews. Eligible for Prime.", "asin": "B00HBISPME"}, {"title": "Go to detail page for \"Cliradex Foam - Gentle Eyelid Cleanser & Eyelash Conditioner \| Daily Facial Cleanser & Safe Solution for Eyelid Hygiene - 1.5oz 4-Terpineol Formula.\" Rated 4.3 out of 5 stars by 1305 reviews. Eligible for Prime.", "asin": "B01M3VWE6L"}], "search_results": [{"title": "200 Count Lens Wipes for Eyeglasses, Eyeglass Lens Cleaning Wipes Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eye Glasses Cleaner Wipes for Sunglass, Camera Lens, Goggles", "asin": "B0CJ2TMKG7", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "ZEISS Pre-Moistened Lens Cleaning Wipes, 200 Count", "asin": "B0030E4UIQ", "price": "$10.65", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Care Touch Lens Wipes for Eyeglasses - 100 Individually Wrapped Pre-Moistened Glasses Wipes - Cleaner for Glasses, Sunglasses, and Screens - Gentle and Portable for On-the-Go Cleaning - 4x8 Inches", "asin": "B07ZYZHQJ5", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Zeiss Lens Wipes, White, 220 Count\u2026", "asin": "B07YSVJ16T", "price": "$13.40", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "SXhyf Cleaning Brush - Hard Bristle Crevice Cleaning Brush, Multifunctional Gap Scrub Brush, Home Essentials, Bathroom Cleaner Tools for Household Use, Kitchen, Window, Faucets, Toilet, Grout, Car", "asin": "B0CN3185T8", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lens Cleaning Wipes \u2013 Streak-Free, Quick-Dry, Anti-Fog Wipes for Glasses, Camera Lenses & Screens \u2013 Individually Wrapped for Travel \u2013 Safe for All Lenses (200 Count)", "asin": "B0DHLM2YDM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "ZEISS Pre-Moistened Lens Cleaning Wipes, 200 Count", "asin": "B00GL64QG6", "price": "$14.54", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "400 Count Lens Wipes for Eyeglasses, Eye Glasses Cleaner Wipes Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eyeglasses Cleaning for Sunglass, Camera Lens, Goggles", "asin": "B0CJ2XLRHQ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Lens Wipes for Eyeglasses 400 Ct + Microfiber Cloth \| Pre-Moistened, Individually Wrapped Lens Cleaner Wipes \| Eye Glasses, Phone Screens, Camera \| Less Alcohol Formula, Streak Free", "asin": "B0D9TMF7NW", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Glasses Wipes Lens Cleaner- 320 Pre-Moistened Individual Wrapped Eye Glasses Cleaning Wipes \| Glasses Cleaner Safely Cleans Glasses, Sunglasses, Phone Screen, Electronics & Camera Lens", "asin": "B0DQXL4QHQ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "400 Count Lens Wipes for Eyeglasses, Eyeglass Lens Cleaning Wipes Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eye Glasses Cleaner Wipes for Sunglass, Camera Lens, Goggles", "asin": "B0CJ2TQLG5", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "24 Pack Surface Cleaning Wipes Bleach Free, All-Purpose Cleaner for Bathroom, Kitchen, Office, 1728 Count Soft Flow, Fresh Scent, Bleach Free, Lint Free, Durable", "asin": "B0B7FBP34W", "price": "$68.99", "delivery": "FREE delivery Wed, Apr 23"}, {"title": "Disposable Gloves 100 Count, Black Nitrile Gloves for Cleaning, Powder & Latex Free Food Prep Gloves for Men & Women, Medium", "asin": "B0CZMY3WLB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Clorox Free & Clear Compostable Cleaning Wipes, Light Lemon Scent, 75 Count, Pack of 3 (Pack May Vary)", "asin": "B09158614F", "price": "$20.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Dispenser + Hand Sanitizing Wipes Starter Kit - Biodegradable Kid-Safe Wipes \| All Natural, Non-Toxic Plant-Based Hand Sanitizing Wipes with Aloe for Soft Skin (White)", "asin": "B0D4Z4VKJL", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "220 Count Lens Wipes for Eyeglasses, Pre-Moistened & Individually Wrapped Eyeglass Wipes, Lens Cleaning Wipes for Eyeglasses, Sunglasses, Goggles and Camera Lens", "asin": "B0D31BT8VM", "price": "$11.99", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Lens Wipes for Eyeglasses - 220 Pre-Moistened Individual Wrapped Eye Glasses Cleaning Wipes \| Glasses Cleaner Safely Cleans Glasses, Sunglasses, Phone Screen, Electronics & Camera Lens", "asin": "B0DRV4K2Z4", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Lens Wipes for Eyeglasses - Pre-moistened Eyeglass Lens Cleaning Wipes - 400 Lens Wipes Individually Wrapped Sracth-Free Streak-Free Eye Glasses Wipes Lens Cleaner for Sunglass & Camera Lens", "asin": "B0DHTMRXP5", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Care Touch Lens Wipes for Eyeglasses with Microfiber Cloths, 400 Glasses Wipes and 10 Microfiber Cloths - Eyeglass Wipes Individually Wrapped, Eye Glasses Lens Cleaning Wipes, Eyeglass Cleaner Wipes", "asin": "B083594F67", "price": "$22.99", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "3-Ply Ultra Care Pocket Tissues, Travel Size (30 Packs of 10 Tissues)", "asin": "B09WDGKKNS", "price": "$19.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "75% Large Alcohol Wipes - 400 Count - ONLY $.04/WIPE BEST VALUE PER SHEET WITH COUPONS - Premium Wipes - 4 Soft Packs /100 wipes each. Large Sheets for Hands", "asin": "B0DRXXN8CJ", "price": "$25.99", "delivery": "FREE delivery Apr 24 - 28 Or fastest delivery Wed, Apr 23"}, {"title": "Care Touch Alcohol Wipes Individually Wrapped - Prep Pads with 70% Isopropyl Alcohol, Great for Home, Medical & First Aid Kits Sterilized, Antiseptic 2-Ply Swabs 400 Count", "asin": "B06XS38XH6", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes Travel Pack - 6 Pack, 108 Wipes - Extra Large Unscented Wet Wipes with Vitamin E & Aloe - Septic and Sewer Safe Butt Wipes For Adults", "asin": "B0CTRYM63M", "price": "$17.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Nice 'N CLEAN SmudgeGuard Lens Wipes (600 Total Wipes) \| Individually-Wrapped, Pre-Moistened, Ammonia-Free Lenses Wipes \| Lens Cleaning Wipes for Eyeglasses, Camera Lens, Goggles, Sunglasses", "asin": "B09TV6Y5KW", "price": "$29.88", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "ZEISS Pre-Moistened Lens Cleaning Wipes Bundle, 200 Count and 80 Count", "asin": "B0D1268H8C", "price": "$14.47", "delivery": "Delivery Tue, Apr 22"}, {"title": "500 Count Lens Cleaning Wipes for Eyeglasses, Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eye Glasses Cleaner Wipes for Sunglass, Camera Lens, Goggles", "asin": "B0D8BJ8PKX", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Flents Wipe 'N Clear Lens Cleaning Wipes 5\" x 6\" Lens Wipes AntiStreak Fast Drying 4 Portable Boxes Of 75, Bonus Pack, 300 Count, Made in the USA, 75 Count (Pack of 4)", "asin": "B07JQKFJBN", "price": "$24.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "50 Pcs Moist Towelettes Individually Wrapped Scented Disposable Face Towels Essential Oil Infused Moist Terry Cotton Towel for Use Hot or Cold Travel Body Spa (Lemon Mango)", "asin": "B0D4V1BZXF", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hand Sanitizing Wipes, 432 Count Soft Flow (Pack of 6)", "asin": "B08NXVM4WL", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Flents Makeup Remover Wipes, 30 Count, Hypoallergenic, Gentle for Eyelids & Eyes, Individually Wrapped, Perfect for Travel, Removes Waterproof Makeup, Non-Irritating, Ideal for Sensitive Skin", "asin": "B002SV3GDC", "price": "$19.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "200 Count Lens Cleaning Wipes-Pre-Moistened Individually Wrapped Eyeglass Wipes Optical Screen Cleaner Streak Free Fast Drying", "asin": "B0CCHM1JL8", "price": "$9.99", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "I-sper 250PCS Lens Wipes for Eyeglasses, Eyeglass Lens Cleaning Wipes Pre-Moistened Quick Dry Individual Wrapped with a Carrying Box Suitable for All Glasses and Electronics Screen", "asin": "B09682D48C", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Flents Lens Wipes, Wipe 'N Clear, 30 Count, Pre-Moistened, Streak-Free, Safe for Glasses, Sunglasses, Anti-Fog, Gentle Cleaning, Clear Vision, Individually Wrapped for Travel & Convenience", "asin": "B001FPJ2R6", "price": "$6.99", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "ZEISS 200 Count Pre-Moistened Lens Wipes and Q-tips 500 Count 100% Cotton Swabs", "asin": "B0D1Q4R2M2", "price": "$14.52", "delivery": "Delivery Tue, Apr 22"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:49.509Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:13:49.509Z	click	search	rule	2025-04-20T14:13:49.509Z	click	search	train	287	2025-04-20T14:13:49.509Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} <\|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": "\u6e7f\u5dfe"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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Eligible for Prime.", "asin": "B00HBISPME"}, {"title": "Go to detail page for \"Cliradex Foam - Gentle Eyelid Cleanser & Eyelash Conditioner \| Daily Facial Cleanser & Safe Solution for Eyelid Hygiene - 1.5oz 4-Terpineol Formula.\" Rated 4.3 out of 5 stars by 1305 reviews. Eligible for Prime.", "asin": "B01M3VWE6L"}], "search_results": [{"title": "200 Count Lens Wipes for Eyeglasses, Eyeglass Lens Cleaning Wipes Pre-moistened Individually Wrapped Sracth-Free Streak-Free Eye Glasses Cleaner Wipes for Sunglass, Camera Lens, Goggles", "asin": "B0CJ2TMKG7", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "ZEISS Pre-Moistened Lens Cleaning Wipes, 200 Count", "asin": "B0030E4UIQ", "price": "$10.65", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Care Touch Lens Wipes for Eyeglasses - 100 Individually Wrapped Pre-Moistened Glasses Wipes - Cleaner for Glasses, Sunglasses, and Screens - Gentle and Portable for On-the-Go Cleaning - 4x8 Inches", "asin": "B07ZYZHQJ5", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Zeiss Lens Wipes, White, 220 Count\u2026", "asin": "B07YSVJ16T", "price": "$13.40", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "SXhyf Cleaning Brush - 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"action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": 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Clean and refresh at the gym, camping, outdoors, and sporting events.\", \"asin\": \"B0DHYP1GQZ\", \"price\": \"$69.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack\", \"asin\": \"B06XY6HJQ7\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Dry Wipes Kit: 7200 Wipes (7\\\" x 6\\\"): Make Your Own Wet Wipes Using Your Preferred Cleaning Solution: 6 Mega Rolls + 4 Dispensing Buckets\", \"asin\": \"B08L9V9SVY\", \"price\": \"$164.95\", \"delivery\": \"FREE delivery Apr 24 - 25\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)\", \"asin\": \"B0BJ13XWDD\", \"price\": \"$34.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 10 Flip-Top Packs (560 Wipes Total), Packaging May Vary\", \"asin\": \"B07MDRNL78\", \"price\": \"$16.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Nolla Flushable Wipes - 100% Plant-Based and Biodegradable - Soft, Unscented + Soothing Aloe and Vitamin E - For Adults and Kids 180 Count (3 Packs of 60)\", \"asin\": \"B099MKJGST\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clorox Disinfecting Wipes Value Pack, Bleach Free Cleaning Wipes, 75 Count Each, Pack of 2, Packaging May Vary\", \"asin\": \"B0CKGBWW8D\", \"price\": \"$9.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AFTER THOUGHTS 40 Individually Wrapped Unscented Flushable Wipes for Adults - Wet Wipes with Aloe & Vitamin E for Sensitive Skin - Bathroom Wipes\", \"asin\": \"B0BWSL869B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Nice 'N Clean Adult Flushable Wipes (8 x 42 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E\", \"asin\": \"B096W5BMMV\"},\n{\"title\": \"Pampers Baby Wipes Sensitive, Water Based Baby Wipes, Hypoallergenic and Unscented Baby Wipes, 336 Wipes Total (4 Flip-Top Packs)\", \"asin\": \"B079V67BFW\", \"price\": \"$12.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cottonelle GentlePlus Flushable Wet Wipes with Aloe & Vitamin E, 6 Flip-Top Packs, 42 Wipes Per Pack (252 Total Wipes), Packaging May Vary\", \"asin\": \"B07B3Y9FY6\", \"price\": \"$11.66\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)\", \"asin\": \"B07H1NLW4K\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Honest Company Flushable Wipes for Sensitive Skin \| Fragrance Free, Hypoallergenic, 99% Water, Safe to Flush \| Tropical Leaves, 126 Count\", \"asin\": \"B0D328ZWJW\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"The Honest Company Plant-Based Toddler Flushable Wipes \| Designed for Potty Training \| 99% Water, Hypoallergenic, EWG Verified, Safe to Flush \| Fragrance Free, 126 Count\", \"asin\": \"B0D328ZRP9\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H4V7M4C\", \"price\": \"$21.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Clorox Disinfecting Wipes, Bleach Free, Household Essentials, Fresh Scent, Moisture Seal Lid, 75 Cleaning Wipes, Pack of 3 (New Packaging)\", \"asin\": \"B08BKR9YT6\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Variety Pack, 240 Count (4 Packs)\", \"asin\": \"B099BHK748\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)\", \"asin\": \"B0CMVPQJ51\", \"price\": \"$23.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H53Y33R\", \"price\": \"$23.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Rosewater, 360 Count (6 Packs)\", \"asin\": \"B08TRNCLGR\", \"price\": \"$20.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Flushable Wet Wipes for Adult, Fresh Care Flip-Top Packs 42 Ct (Pack of 6), with Zivigo-Travel Case Resealable and Refillable with Strap\", \"asin\": \"B0B55JLZ8B\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clorox Free & Clear Compostable Cleaning Wipes, Light Lemon Scent, 75 Count, Pack of 3 (Pack May Vary)\", \"asin\": \"B09158614F\", \"price\": \"$20.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\\\"x12\\\" Count 12 packs of 50\", \"asin\": \"B08PC8JT3J\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup\", \"asin\": \"B084SXL8GP\", \"price\": \"$28.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary\", \"asin\": \"B07LB7FC2Z\", \"price\": \"$32.35\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E\", \"asin\": \"B07ND52767\"},\n{\"title\": \"Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\\u2026\", \"asin\": \"B0BKNYKQQV\", \"price\": \"$12.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes\", \"asin\": \"B0C5S35JYQ\", \"price\": \"$3.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count\", \"asin\": \"B0B3CPC3KV\", \"price\": \"$23.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes\", \"asin\": \"B07211DWFG\", \"price\": \"$7.63\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack\", \"asin\": \"B0DK7VX94Z\", \"price\": \"$15.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe\", \"asin\": \"B0CMRWZFN5\", \"price\": \"$27.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack\", \"asin\": \"B06XY6HJQ7\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped\", \"asin\": \"B0D2M214QX\", \"price\": \"$15.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)\", \"asin\": \"B0CVH1SPNX\", \"price\": \"$34.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More\", \"asin\": \"B0DJCJH8DT\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing\", \"asin\": \"B0CJJCZ2YG\", \"price\": \"$8.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)\", \"asin\": \"B0B984P2VB\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin\", \"asin\": \"B0D1GTN8JS\", \"price\": \"$2.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)\", \"asin\": \"B0CSG5BZQM\", \"price\": \"$21.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\\\" x 8\\\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths\", \"asin\": \"B0CSPR5VGQ\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\", \"asin\": \"B01G8Z2LIY\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:13:57.346Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": 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8 AM on $25 of qualifying items"}, {"title": "Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\"x12\" Count 12 packs of 50", "asin": "B08PC8JT3J", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup", "asin": "B084SXL8GP", "price": "$28.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary", "asin": "B07LB7FC2Z", "price": "$32.35", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E", "asin": "B07ND52767"}, {"title": "Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\u2026", "asin": "B0BKNYKQQV", "price": "$12.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes", "asin": "B07211DWFG", "price": "$7.63", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack", "asin": "B0DK7VX94Z", "price": "$15.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:57.346Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:13:57.346Z	click	review	rule	2025-04-20T14:13:57.346Z	click	review	train	288	2025-04-20T14:13:57.346Z	click	review	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} <\|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": "\u6e7f\u5dfe"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:13:57.346Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\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\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B0CMVJXXZ2\"},\n{\"title\": \"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)\"},\n{\"price\": \"$44.97\"},\n{\"bullet_list\": \"1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\\u2019s delicate skin\"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"56 Count (Pack of 1)\"}],\n\"promotion_items\": [{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary\", \"asin\": \"B008KJEYLO\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)\", \"asin\": \"B0CMW1GQRK\", \"price\": \"$44.97\", \"quantity\": \"\"},\n{\"title\": \"Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)\", \"asin\": \"B0DJ3W24MV\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"The Honest Company Clean Conscious Diapers for Sensitive Skin \| Hypoallergenic, Fragrance Free \| Gender Neutral Prints \| Super Club Box, Size 7 (41+ lbs), 64 Count\", \"asin\": \"B0CKV1GY39\", \"price\": \"$49.99\", \"quantity\": \"\"},\n{\"title\": \"Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)\", \"asin\": \"B08WD8X1N6\", \"price\": \"$12.99\", \"quantity\": \"\"},\n{\"title\": \"hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser \| Baby Wipes Warmer for Babies \| Diaper Wipe Warmer with Changing Light\", \"asin\": \"B01LZJVSTE\", \"price\": \"$35.00\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)\", \"asin\": \"B0CMVJXXZ2\", \"price\": \"$44.97\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)\", \"asin\": \"B0BJ13XWDD\", \"price\": \"$34.37\"},\n{\"title\": \"Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)\", \"asin\": \"B0BJ13K7FR\", \"price\": \"$33.99\"},\n{\"title\": \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)\", \"asin\": \"B0CVH1SPNX\", \"price\": \"$34.97\"},\n{\"title\": \"Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)\", \"asin\": \"B0CMVPQJ51\", \"price\": \"$23.47\"},\n{\"title\": \"Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)\", \"asin\": \"B00KOCN2UY\", \"price\": \"$29.22\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:14:14.950Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B0CMVJXXZ2"}, {"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)"}, {"price": "$44.97"}, {"bullet_list": "1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\u2019s delicate skin"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "56 Count (Pack of 1)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "quantity": ""}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)", "asin": "B0CMW1GQRK", "price": "$44.97", "quantity": ""}, {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""}, {"title": "The Honest Company Clean Conscious Diapers for Sensitive Skin \| Hypoallergenic, Fragrance Free \| Gender Neutral Prints \| Super Club Box, Size 7 (41+ lbs), 64 Count", "asin": "B0CKV1GY39", "price": "$49.99", "quantity": ""}, {"title": "Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)", "asin": "B08WD8X1N6", "price": "$12.99", "quantity": ""}, {"title": "hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser \| Baby Wipes Warmer for Babies \| Diaper Wipe Warmer with Changing Light", "asin": "B01LZJVSTE", "price": "$35.00", "quantity": ""}], "comparison_items": [{"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)", "asin": "B0CMVJXXZ2", "price": "$44.97"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37"}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97"}, {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47"}, {"title": "Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)", "asin": "B00KOCN2UY", "price": "$29.22"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:14.950Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:14:14.950Z	click	product_option	rule	2025-04-20T14:14:14.950Z	click	product_option	train	289	2025-04-20T14:14:14.950Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B0CMVJXXZ2"}, {"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)"}, {"price": "$44.97"}, {"bullet_list": "1344 Wipes in 16 Packs of Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented CLINICALLY PROVEN: Pampers Sensitive baby wipes are clinically proven for baby\u2019s sensitive skin SKIN-LOVING: Pampers Sensitive baby wipes help restore skin\u2019s natural pH levels, helping to improve skin with every wipe. Skin Health Alliance Dermatologist Approved. FREE OF: Pampers Sensitive baby wipes are gentle, hypoallergenic, unscented, 0% alcohol, fragrance, parabens and latex* (*No rubbing alcohol and no natural rubber latex) TRUSTWORTHY: Pampers Sensitive baby wipes are from Pampers, the #1 pediatrician recommended brand THICK AND SOFT: Pampers Sensitive baby wipes gently clean and care for your baby\u2019s delicate skin"}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "56 Count (Pack of 1)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "quantity": ""}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs)", "asin": "B0CMW1GQRK", "price": "$44.97", "quantity": ""}, {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""}, {"title": "The Honest Company Clean Conscious Diapers for Sensitive Skin \| Hypoallergenic, Fragrance Free \| Gender Neutral Prints \| Super Club Box, Size 7 (41+ lbs), 64 Count", "asin": "B0CKV1GY39", "price": "$49.99", "quantity": ""}, {"title": "Eco by Naty Flushable Baby Wipes - Compostable and Plant-Based Wipes, Chemical-Free and Hypoallergenic Baby Wipes Safe for Baby Sensitive Skin, 56 Wipes Per Pack (3 Pk)", "asin": "B08WD8X1N6", "price": "$12.99", "quantity": ""}, {"title": "hiccapop Baby Wipe Warmer and Baby Wet Wipes Dispenser \| Baby Wipes Warmer for Babies \| Diaper Wipe Warmer with Changing Light", "asin": "B01LZJVSTE", "price": "$35.00", "quantity": ""}], "comparison_items": [{"title": "Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs)", "asin": "B0CMVJXXZ2", "price": "$44.97"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37"}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97"}, {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47"}, {"title": "Pampers Sensitive Wipes Convenience Pack 18 CT (Pack of 16)", "asin": "B00KOCN2UY", "price": "$29.22"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:14.950Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\\u6e7f\\u5dfe\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - 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8 AM on $25 of qualifying items\"},\n{\"title\": \"Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\\\"x12\\\" Count 12 packs of 50\", \"asin\": \"B08PC8JT3J\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup\", \"asin\": \"B084SXL8GP\", \"price\": \"$28.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary\", \"asin\": \"B07LB7FC2Z\", \"price\": \"$32.35\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E\", \"asin\": \"B07ND52767\"},\n{\"title\": \"Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\\u2026\", \"asin\": \"B0BKNYKQQV\", \"price\": \"$12.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes\", \"asin\": \"B0C5S35JYQ\", \"price\": \"$3.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count\", \"asin\": \"B0B3CPC3KV\", \"price\": \"$23.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes\", \"asin\": \"B07211DWFG\", \"price\": \"$7.63\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack\", \"asin\": \"B0DK7VX94Z\", \"price\": \"$15.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe\", \"asin\": \"B0CMRWZFN5\", \"price\": \"$27.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack\", \"asin\": \"B06XY6HJQ7\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped\", \"asin\": \"B0D2M214QX\", \"price\": \"$15.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)\", \"asin\": \"B0CVH1SPNX\", \"price\": \"$34.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More\", \"asin\": \"B0DJCJH8DT\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing\", \"asin\": \"B0CJJCZ2YG\", \"price\": \"$8.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)\", \"asin\": \"B0B984P2VB\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin\", \"asin\": \"B0D1GTN8JS\", \"price\": \"$2.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)\", \"asin\": \"B0CSG5BZQM\", \"price\": \"$21.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\\\" x 8\\\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths\", \"asin\": \"B0CSPR5VGQ\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\", \"asin\": \"B01G8Z2LIY\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:14:37.980Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e7f\u5dfe"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 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8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:37.980Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:14:37.980Z	input	Baby Wipes Sensitive	rule	2025-04-20T14:14:37.980Z	input	Baby Wipes Sensitive	train	290	2025-04-20T14:14:37.980Z	input	Baby Wipes Sensitive	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": "\u6e7f\u5dfe"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\n60 Count (Pack of 9)", "asin": "B008KJQMA0", "price": "$31.99", "quantity": ""}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\nWipes50 Count (Pack of 3)", "asin": "B01G8Z2LIY", "price": "$25.99", "quantity": ""}, {"title": "Charmin Flushable Wipes, 480 Total Wipes (12 Packs of 40)\nWipes40 Count (Pack of 12)", "asin": "B003WJ9GPQ", "price": "$23.88", "quantity": ""}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\nWipes60 Count (Pack of 9)", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\nWipes", "asin": "B07ND3WR64", "price": "$13.96", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\n60 Count (Pack of 9)", "asin": "B008KJQMA0", "price": "$31.99", "quantity": ""}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\nWipes60 Count (Pack of 9)", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary\n60 Count (Pack of 9)", "asin": "B07LB7FC2Z", "price": "$32.35", "quantity": ""}, {"title": "Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count\nWipes7 Count (Pack of 8)", "asin": "B0D88LN7JH", "price": "$68.00", "quantity": ""}, {"title": "Gillette Venus ComfortGlide White Tea Women's Razor, Handle + 4 Blade Refills\nSensitive Skin Type5 Count (Pack of 1)", "asin": "B07N6W7RPC", "price": "$16.86", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 229501 reviews. Eligible for Prime.", "asin": "B0CMVJXXZ2"}, {"title": "Go to detail page for \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 28978 reviews. Eligible for Prime.", "asin": "B0CMW1GQRK"}, {"title": "Go to detail page for \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 705 reviews. Eligible for Prime.", "asin": "B0CVH1SPNX"}], "search_results": [{"title": "Charmin Flushable Wipes, 480 Total Wipes (12 Packs of 40)", "asin": "B003WJ9GPQ", "price": "$23.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary", "asin": "B008KJEYLO", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}, {"title": "WipeEssentials Hand Sanitizer Wipes, Hand Wipes for Adults and Kids - 360 wipes - 12 Packs of 30ct Hand Sanitizing Wipes, Travel Essentials", "asin": "B07B8FKTTG", "price": "$39.26", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary", "asin": "B07ND3WR64", "price": "$13.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Clorox Disinfecting Wipes Value Pack, Household Essentials, 75 Count, Pack of 3 (Package May Vary)", "asin": "B00HSC9F2C", "price": "$11.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Natural Care Sensitive Baby Wipes, Unscented, 12 Flip-Top Packs (768 Wipes Total)", "asin": "B07SCL613T", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Unscented, 810 Count, Flip-Top Packs", "asin": "B07H53W5WP", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "DUDE Wipes - 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8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Adult Washcloths Body Wipes 250 Count Fresh Scent 12\"x8\" Flip Top, Strong Yet Soft, Perfect for Incontinence Cleansing, Clinic, Nursing Home, Hospital, Camping, Travel, Gym", "asin": "B092HCK41W", "price": "$22.40", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Luxury Wet Wipes, 100 Individually Wrapped Microfiber Textured Non-Scented Personal Hygiene Cleansing Wipes for women and men. Clean and refresh at the gym, camping, outdoors, and sporting events.", "asin": "B0DHYP1GQZ", "price": "$69.00", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Dry Wipes Kit: 7200 Wipes (7\" x 6\"): Make Your Own Wet Wipes Using Your Preferred Cleaning Solution: 6 Mega Rolls + 4 Dispensing Buckets", "asin": "B08L9V9SVY", "price": "$164.95", "delivery": "FREE delivery Apr 24 - 25"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 10 Flip-Top Packs (560 Wipes Total), Packaging May Vary", "asin": "B07MDRNL78", "price": "$16.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Nolla Flushable Wipes - 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8 AM on $25 of qualifying items"}, {"title": "Cottonelle GentlePlus Flushable Wet Wipes with Aloe & Vitamin E, 6 Flip-Top Packs, 42 Wipes Per Pack (252 Total Wipes), Packaging May Vary", "asin": "B07B3Y9FY6", "price": "$11.66", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company Flushable Wipes for Sensitive Skin \| Fragrance Free, Hypoallergenic, 99% Water, Safe to Flush \| Tropical Leaves, 126 Count", "asin": "B0D328ZWJW", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "The Honest Company Plant-Based Toddler Flushable Wipes \| Designed for Potty Training \| 99% Water, Hypoallergenic, EWG Verified, Safe to Flush \| Fragrance Free, 126 Count", "asin": "B0D328ZRP9", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H4V7M4C", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - 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8 AM on $25 of qualifying items"}, {"title": "Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\"x12\" Count 12 packs of 50", "asin": "B08PC8JT3J", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup", "asin": "B084SXL8GP", "price": "$28.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary", "asin": "B07LB7FC2Z", "price": "$32.35", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E", "asin": "B07ND52767"}, {"title": "Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\u2026", "asin": "B0BKNYKQQV", "price": "$12.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes", "asin": "B07211DWFG", "price": "$7.63", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack", "asin": "B0DK7VX94Z", "price": "$15.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:37.980Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\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\"search_term\": [{\"term\": \"Baby Wipes Sensitive\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\\n60 Count (Pack of 9)\", \"asin\": \"B008KJQMA0\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\\nWipes50 Count (Pack of 3)\", \"asin\": \"B01G8Z2LIY\", \"price\": \"$25.99\", \"quantity\": \"\"},\n{\"title\": \"Charmin Flushable Wipes, 480 Total Wipes (12 Packs of 40)\\nWipes40 Count (Pack of 12)\", \"asin\": \"B003WJ9GPQ\", \"price\": \"$23.88\", \"quantity\": \"\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\\nWipes60 Count (Pack of 9)\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"quantity\": \"\"},\n{\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\\nWipes\", \"asin\": \"B07ND3WR64\", \"price\": \"$13.96\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\\n60 Count (Pack of 9)\", \"asin\": \"B008KJQMA0\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\\nWipes60 Count (Pack of 9)\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary\\n60 Count (Pack of 9)\", \"asin\": \"B07LB7FC2Z\", \"price\": \"$32.35\", \"quantity\": \"\"},\n{\"title\": \"Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count\\nWipes7 Count (Pack of 8)\", \"asin\": \"B0D88LN7JH\", \"price\": \"$68.00\", \"quantity\": \"\"},\n{\"title\": \"Gillette Venus ComfortGlide White Tea Women's Razor, Handle + 4 Blade Refills\\nSensitive Skin Type5 Count (Pack of 1)\", \"asin\": \"B07N6W7RPC\", \"price\": \"$16.86\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 229501 reviews. Eligible for Prime.\", \"asin\": \"B0CMVJXXZ2\"},\n{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 28978 reviews. Eligible for Prime.\", \"asin\": \"B0CMW1GQRK\"},\n{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 705 reviews. Eligible for Prime.\", \"asin\": \"B0CVH1SPNX\"}],\n\"search_results\": [{\"title\": \"Charmin Flushable Wipes, 480 Total Wipes (12 Packs of 40)\", \"asin\": \"B003WJ9GPQ\", \"price\": \"$23.88\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary\", \"asin\": \"B008KJEYLO\", \"price\": \"$39.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\", \"asin\": \"B01G8Z2LIY\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23\"},\n{\"title\": \"WipeEssentials Hand Sanitizer Wipes, Hand Wipes for Adults and Kids - 360 wipes - 12 Packs of 30ct Hand Sanitizing Wipes, Travel Essentials\", \"asin\": \"B07B8FKTTG\", \"price\": \"$39.26\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"price\": \"$13.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clorox Disinfecting Wipes Value Pack, Household Essentials, 75 Count, Pack of 3 (Package May Vary)\", \"asin\": \"B00HSC9F2C\", \"price\": \"$11.48\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Natural Care Sensitive Baby Wipes, Unscented, 12 Flip-Top Packs (768 Wipes Total)\", \"asin\": \"B07SCL613T\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Elements Baby Wipes, Unscented, 810 Count, Flip-Top Packs\", \"asin\": \"B07H53W5WP\", \"price\": \"$21.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"DUDE Wipes - Flushable Wipes - 6 Pack, 288 Wipes - Unscented Extra-Large Adult Wet Wipes - Vitamin-E & Aloe - Septic and Sewer Safe\", \"asin\": \"B010NE2XPC\", \"price\": \"$18.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Basics Adult Wet Wipes Flushable Fragrance Free, 126 Count (3 Packs of 42) Packaging May Vary\", \"asin\": \"B095KCG1Q2\", \"price\": \"$5.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Cottonelle Fresh Feel Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack (336 Total Wipes), Packaging May Vary\", \"asin\": \"B07ND3WR64\", \"price\": \"$13.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"1920 Refreshing Wet Wipes Alcohol-Free Hand Wipes Travel Size \| 80 count, 24 pack\", \"asin\": \"B09J6951FL\", \"price\": \"$76.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"McKesson Flushable* Adult Wet Wipes \\u2013 576 Wipes (12 Pack of 48) \\u2013 Aloe & Vitamin E, Plant-Based Cleansing Wipes, Scented\", \"asin\": \"B0D8R3HC3H\", \"price\": \"$27.99\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"On-the-Go Body Cleansing Cloths - 50 CT Large, Biodegradable Wipes for Instant Freshness - Perfect for Travel, Post-Workout, and Quick Clean-Ups\", \"asin\": \"B0DKTVR1MC\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Charmin Flushable Wipes, 160 Total Wipes (4 Packs of 40)\", \"asin\": \"B07DVY2PDZ\", \"price\": \"$7.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Simply Clean Unscented Baby Diaper Wipes, 11 Flip-Top Packs (704 Wipes Total), Packaging May Vary\", \"asin\": \"B08QRKY3NJ\", \"price\": \"$16.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 12), Packaging May Vary\", \"asin\": \"B008KJEYLO\", \"price\": \"$39.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count\", \"asin\": \"B013C9OKVU\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Adult Washcloths Body Wipes 250 Count Fresh Scent 12\\\"x8\\\" Flip Top, Strong Yet Soft, Perfect for Incontinence Cleansing, Clinic, Nursing Home, Hospital, Camping, Travel, Gym\", \"asin\": \"B092HCK41W\", \"price\": \"$22.40\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Luxury Wet Wipes, 100 Individually Wrapped Microfiber Textured Non-Scented Personal Hygiene Cleansing Wipes for women and men. Clean and refresh at the gym, camping, outdoors, and sporting events.\", \"asin\": \"B0DHYP1GQZ\", \"price\": \"$69.00\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack\", \"asin\": \"B06XY6HJQ7\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Dry Wipes Kit: 7200 Wipes (7\\\" x 6\\\"): Make Your Own Wet Wipes Using Your Preferred Cleaning Solution: 6 Mega Rolls + 4 Dispensing Buckets\", \"asin\": \"B08L9V9SVY\", \"price\": \"$164.95\", \"delivery\": \"FREE delivery Apr 24 - 25\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)\", \"asin\": \"B0BJ13XWDD\", \"price\": \"$34.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 10 Flip-Top Packs (560 Wipes Total), Packaging May Vary\", \"asin\": \"B07MDRNL78\", \"price\": \"$16.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Nolla Flushable Wipes - 100% Plant-Based and Biodegradable - Soft, Unscented + Soothing Aloe and Vitamin E - For Adults and Kids 180 Count (3 Packs of 60)\", \"asin\": \"B099MKJGST\", \"price\": \"$19.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clorox Disinfecting Wipes Value Pack, Bleach Free Cleaning Wipes, 75 Count Each, Pack of 2, Packaging May Vary\", \"asin\": \"B0CKGBWW8D\", \"price\": \"$9.68\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"AFTER THOUGHTS 40 Individually Wrapped Unscented Flushable Wipes for Adults - Wet Wipes with Aloe & Vitamin E for Sensitive Skin - Bathroom Wipes\", \"asin\": \"B0BWSL869B\", \"price\": \"$8.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Nice 'N Clean Adult Flushable Wipes (8 x 42 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E\", \"asin\": \"B096W5BMMV\"},\n{\"title\": \"Pampers Baby Wipes Sensitive, Water Based Baby Wipes, Hypoallergenic and Unscented Baby Wipes, 336 Wipes Total (4 Flip-Top Packs)\", \"asin\": \"B079V67BFW\", \"price\": \"$12.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Cottonelle GentlePlus Flushable Wet Wipes with Aloe & Vitamin E, 6 Flip-Top Packs, 42 Wipes Per Pack (252 Total Wipes), Packaging May Vary\", \"asin\": \"B07B3Y9FY6\", \"price\": \"$11.66\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)\", \"asin\": \"B07H1NLW4K\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Honest Company Flushable Wipes for Sensitive Skin \| Fragrance Free, Hypoallergenic, 99% Water, Safe to Flush \| Tropical Leaves, 126 Count\", \"asin\": \"B0D328ZWJW\", \"price\": \"$10.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"The Honest Company Plant-Based Toddler Flushable Wipes \| Designed for Potty Training \| 99% Water, Hypoallergenic, EWG Verified, Safe to Flush \| Fragrance Free, 126 Count\", \"asin\": \"B0D328ZRP9\", \"price\": \"$10.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H4V7M4C\", \"price\": \"$21.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Clorox Disinfecting Wipes, Bleach Free, Household Essentials, Fresh Scent, Moisture Seal Lid, 75 Cleaning Wipes, Pack of 3 (New Packaging)\", \"asin\": \"B08BKR9YT6\", \"price\": \"$9.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Variety Pack, 240 Count (4 Packs)\", \"asin\": \"B099BHK748\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)\", \"asin\": \"B0CMVPQJ51\", \"price\": \"$23.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H53Y33R\", \"price\": \"$23.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Rosewater, 360 Count (6 Packs)\", \"asin\": \"B08TRNCLGR\", \"price\": \"$20.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Flushable Wet Wipes for Adult, Fresh Care Flip-Top Packs 42 Ct (Pack of 6), with Zivigo-Travel Case Resealable and Refillable with Strap\", \"asin\": \"B0B55JLZ8B\", \"price\": \"$23.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Clorox Free & Clear Compostable Cleaning Wipes, Light Lemon Scent, 75 Count, Pack of 3 (Pack May Vary)\", \"asin\": \"B09158614F\", \"price\": \"$20.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\\\"x12\\\" Count 12 packs of 50\", \"asin\": \"B08PC8JT3J\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup\", \"asin\": \"B084SXL8GP\", \"price\": \"$28.04\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary\", \"asin\": \"B07LB7FC2Z\", \"price\": \"$32.35\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E\", \"asin\": \"B07ND52767\"},\n{\"title\": \"Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\\u2026\", \"asin\": \"B0BKNYKQQV\", \"price\": \"$12.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes\", \"asin\": \"B0C5S35JYQ\", \"price\": \"$3.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count\", \"asin\": \"B0B3CPC3KV\", \"price\": \"$23.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes\", \"asin\": \"B07211DWFG\", \"price\": \"$7.63\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack\", \"asin\": \"B0DK7VX94Z\", \"price\": \"$15.79\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe\", \"asin\": \"B0CMRWZFN5\", \"price\": \"$27.81\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack\", \"asin\": \"B06XY6HJQ7\", \"price\": \"$36.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped\", \"asin\": \"B0D2M214QX\", \"price\": \"$15.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)\", \"asin\": \"B0CVH1SPNX\", \"price\": \"$34.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More\", \"asin\": \"B0DJCJH8DT\", \"price\": \"$3.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing\", \"asin\": \"B0CJJCZ2YG\", \"price\": \"$8.95\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)\", \"asin\": \"B0B984P2VB\", \"price\": \"$8.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin\", \"asin\": \"B0D1GTN8JS\", \"price\": \"$2.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)\", \"asin\": \"B0CSG5BZQM\", \"price\": \"$21.69\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\\\" x 8\\\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths\", \"asin\": \"B0CSPR5VGQ\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack\", \"asin\": \"B01G8Z2LIY\", \"price\": \"$25.99\", \"delivery\": \"FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:14:38.237Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": 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Clean and refresh at the gym, camping, outdoors, and sporting events.", "asin": "B0DHYP1GQZ", "price": "$69.00", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Dry Wipes Kit: 7200 Wipes (7\" x 6\"): Make Your Own Wet Wipes Using Your Preferred Cleaning Solution: 6 Mega Rolls + 4 Dispensing Buckets", "asin": "B08L9V9SVY", "price": "$164.95", "delivery": "FREE delivery Apr 24 - 25"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 10 Flip-Top Packs (560 Wipes Total), Packaging May Vary", "asin": "B07MDRNL78", "price": "$16.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Nolla Flushable Wipes - 100% Plant-Based and Biodegradable - Soft, Unscented + Soothing Aloe and Vitamin E - For Adults and Kids 180 Count (3 Packs of 60)", "asin": "B099MKJGST", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Clorox Disinfecting Wipes Value Pack, Bleach Free Cleaning Wipes, 75 Count Each, Pack of 2, Packaging May Vary", "asin": "B0CKGBWW8D", "price": "$9.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "AFTER THOUGHTS 40 Individually Wrapped Unscented Flushable Wipes for Adults - Wet Wipes with Aloe & Vitamin E for Sensitive Skin - Bathroom Wipes", "asin": "B0BWSL869B", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Nice 'N Clean Adult Flushable Wipes (8 x 42 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E", "asin": "B096W5BMMV"}, {"title": "Pampers Baby Wipes Sensitive, Water Based Baby Wipes, Hypoallergenic and Unscented Baby Wipes, 336 Wipes Total (4 Flip-Top Packs)", "asin": "B079V67BFW", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Cottonelle GentlePlus Flushable Wet Wipes with Aloe & Vitamin E, 6 Flip-Top Packs, 42 Wipes Per Pack (252 Total Wipes), Packaging May Vary", "asin": "B07B3Y9FY6", "price": "$11.66", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company Flushable Wipes for Sensitive Skin \| Fragrance Free, Hypoallergenic, 99% Water, Safe to Flush \| Tropical Leaves, 126 Count", "asin": "B0D328ZWJW", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "The Honest Company Plant-Based Toddler Flushable Wipes \| Designed for Potty Training \| 99% Water, Hypoallergenic, EWG Verified, Safe to Flush \| Fragrance Free, 126 Count", "asin": "B0D328ZRP9", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H4V7M4C", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Clorox Disinfecting Wipes, Bleach Free, Household Essentials, Fresh Scent, Moisture Seal Lid, 75 Cleaning Wipes, Pack of 3 (New Packaging)", "asin": "B08BKR9YT6", "price": "$9.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Variety Pack, 240 Count (4 Packs)", "asin": "B099BHK748", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Baby Wipes, Complete Clean Baby Fresh Scented Wipe, Gently Cleans Head to Toe, 864 Total (12 Flip-Top Packs)", "asin": "B0CMVPQJ51", "price": "$23.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Goodwipes Flushable Butt Wipes Made with Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser for Home Use, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Rosewater, 360 Count (6 Packs)", "asin": "B08TRNCLGR", "price": "$20.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Flushable Wet Wipes for Adult, Fresh Care Flip-Top Packs 42 Ct (Pack of 6), with Zivigo-Travel Case Resealable and Refillable with Strap", "asin": "B0B55JLZ8B", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Clorox Free & Clear Compostable Cleaning Wipes, Light Lemon Scent, 75 Count, Pack of 3 (Pack May Vary)", "asin": "B09158614F", "price": "$20.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Inspire Adult Wet Wipes, Wash Cloths \| Adult Wipes for Incontinence & Cleansing for Elderly, 8\"x12\" Count 12 packs of 50", "asin": "B08PC8JT3J", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Winner 100% USA Cotton Dry Wipes, 600 Count Ultra Soft Face Towels, Wet and Dry Use, Unscented and Hypoallergenic, Baby Necessities for Diaper Changes, Meals, and On-the-go Cleanup", "asin": "B084SXL8GP", "price": "$28.04", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 540 Count (9 packs), Packaging May Vary", "asin": "B07LB7FC2Z", "price": "$32.35", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Nice 'N Clean Adult Flushable Wipes (3 x 60 Count) \| Personal Cleansing Wipes Made from Plant-Based Fibers \| Infused with Aloe & Vitamin E", "asin": "B07ND52767"}, {"title": "Antibacterial Hand Wipes by Boogie Wipes, Alcohol-Free, Hypoallergenic and Moisturizing Aloe, Boogie Hand Wipes for Adults and Kids, 5 Packs of 20\u2026", "asin": "B0BKNYKQQV", "price": "$12.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes", "asin": "B07211DWFG", "price": "$7.63", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack", "asin": "B0DK7VX94Z", "price": "$15.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:38.237Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:14:38.237Z	click	search	rule	2025-04-20T14:14:38.237Z	click	search	train	291	2025-04-20T14:14:38.237Z	click	search	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. 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8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "FitRight Aloe Fragrance-Free Quilted Wet Wipes, Soft Pack with Flip Top, 8 x 12 Inches, Pack of 48 Wipes", "asin": "B07211DWFG", "price": "$7.63", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Cottonelle Fragrance Free Flushable Wet Wipes, Adult Wet Wipes, 8 Flip-Top Packs, 42 Wipes Per Pack", "asin": "B0DK7VX94Z", "price": "$15.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DUDE Wipes - Flushable Wipes - Unscented 8 Pack + Mint Travel Pack, 402 Wipes - Extra Large Dispenser Wet Wipes with Vitamin E & Aloe For Men - Septic and Sewer Safe", "asin": "B0CMRWZFN5", "price": "$27.81", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Winner Soft Face Towels - 100% USA Cotton Dry Wipes, 600 Count Unscented Cotton Tissues for Sensitive Skin, OEKO-TEX Certified Face Towelettes Disposable, Makeup Remover Facial Towels, 6 Pack", "asin": "B06XY6HJQ7", "price": "$36.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Goodwipes Flushable Butt Wipes - Vitamin E & Aloe - Soft & Gentle Wet Wipe Dispenser, Septic & Sewer Safe - Largest Adult Toilet Towelettes - Shea-Coco, 180 Count (3 Packs) + 3 Individually Wrapped", "asin": "B0D2M214QX", "price": "$15.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs)", "asin": "B0CVH1SPNX", "price": "$34.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "XL Adult Body Wipes for Women and Men - 1 Pack of 8 Travel Cleansing Wipes - 10x10 Large for Camping, Gym, Travel, and More", "asin": "B0DJCJH8DT", "price": "$3.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Disposable Face Towel 100 Count, Soft Cotton Facial Dry Wipes, Multi-Purpose for Skin Care, Makeup Remover, Face Wipes and Facial Cleansing", "asin": "B0CJJCZ2YG", "price": "$8.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Vagisil Odor Block Daily Freshening Wipes for Feminine Hygiene in Resealable Pouch, Gynecologist Tested & Hypoallergenic, 20 Wipes (Pack of 3)", "asin": "B0B984P2VB", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Adult XL Flushable Unscented Wipes, 1 Pack of 40 Toilet Wipes Adult Wet Wipes, 99% Water & Aloe Vera, Personal Cleansing Wipes, Sensitive Skin", "asin": "B0D1GTN8JS", "price": "$2.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WONDERFUL Flushable Butt Wipes, Unscented 100% Plant-Based Wet Wipes for Adults & Kids, Sewer & Septic Safe, Gentle for Sensitive Skin, Wipes Flushable Pack for Bathroom & Travel, 6-Pack (360 Wipes)", "asin": "B0CSG5BZQM", "price": "$21.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "X Large Wet Wipes for Adults - 2 Packs of 56 [112 Count] Disposable Incontinence Wipes, 12\" x 8\" Adult Wipes for Elderly - Personal Body Wipes for Women and Men, Pre Moistened Adult Washcloths", "asin": "B0CSPR5VGQ", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "NorthShore Supreme Heavy-Duty Quilted Wipes, X-Large, 9 x 13 in., 50 ct, 3-Pack", "asin": "B01G8Z2LIY", "price": "$25.99", "delivery": "FREE delivery Thu, Apr 24 Or fastest delivery Wed, Apr 23"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:38.237Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\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\"search_term\": [{\"term\": \"Baby Wipes Sensitive\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"promotion_items\": [{\"title\": \"Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)\\n56 Count (Pack of 24)\", \"asin\": \"B0DJ3W24MV\", \"price\": \"$39.97\", \"quantity\": \"\"},\n{\"title\": \"DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe\\nWipes48 Count (Pack of 6)\", \"asin\": \"B0CJHM9CQH\", \"price\": \"$19.92\", \"quantity\": \"\"},\n{\"title\": \"Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 2 Flip Top Packs (112 Wipes Total)\\nWipes56 Count (Pack of 10)\", \"asin\": \"B0CQ74ZPTW\", \"price\": \"$28.49\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\\n60 Count (Pack of 9)\", \"asin\": \"B008KJQMA0\", \"price\": \"$31.99\", \"quantity\": \"\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count\\nWipes\", \"asin\": \"B013C9OKVU\", \"price\": \"$18.99\", \"quantity\": \"\"},\n{\"title\": \"DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe\\nWipes48 Count (Pack of 6)\", \"asin\": \"B0CJHM9CQH\", \"price\": \"$19.92\", \"quantity\": \"\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\\nWipes60 Count (Pack of 9)\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"quantity\": \"\"},\n{\"title\": \"Baby Wipes \| Unscented & Hypoallergenic \| 12 Soft-Packs \| 864 Total Wipes\\nWipes72 Count (Pack of 12)\", \"asin\": \"B0BXFD7CMQ\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count\\nWipes7 Count (Pack of 8)\", \"asin\": \"B0D88LN7JH\", \"price\": \"$68.00\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\\n60 Count (Pack of 9)\", \"asin\": \"B008KJQMA0\", \"price\": \"$31.99\", \"quantity\": \"\"}],\n\"ads\": [{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 229501 reviews. Eligible for Prime.\", \"asin\": \"B0CMVJXXZ2\"},\n{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 28978 reviews. Eligible for Prime.\", \"asin\": \"B0CMW1GQRK\"},\n{\"title\": \"Go to detail page for \\\"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs).\\\" Rated 4.8 out of 5 stars by 705 reviews. Eligible for Prime.\", \"asin\": \"B0CVH1SPNX\"}],\n\"search_results\": [{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)\", \"asin\": \"B0DJ3W24MV\", \"price\": \"$39.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)\", \"asin\": \"B0BJ13K7FR\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe\", \"asin\": \"B0CJHM9CQH\", \"price\": \"$19.92\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 2 Flip Top Packs (112 Wipes Total)\", \"asin\": \"B0CQ74ZPTW\", \"price\": \"$28.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)\", \"asin\": \"B0BJ13K7FR\", \"price\": \"$33.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Huggies Natural Care Sensitive Baby Wipes, Unscented, Hypoallergenic, 6 Flip-Top Packs (288 Wipes Total)\", \"asin\": \"B08QRT84WJ\", \"price\": \"$10.70\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes Complete Clean Baby Fresh, Scented Baby Wipes, Gently Cleaning Wipes, 72 Baby Wipes Total (1 Flip-Top Packs)\", \"asin\": \"B07KGL6L56\", \"price\": \"$2.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 60 Count\", \"asin\": \"B0BWGZH14G\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H4V7M4C\", \"price\": \"$21.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)\", \"asin\": \"B07H1NLW4K\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\", \"asin\": \"B008KJQMA0\", \"price\": \"$31.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)\", \"asin\": \"B0BJ13XWDD\", \"price\": \"$34.37\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)\", \"asin\": \"B0D3CMZY7T\", \"price\": \"$17.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"},\n{\"title\": \"Huggies Simply Clean Unscented Baby Diaper Wipes, 11 Flip-Top Packs (704 Wipes Total), Packaging May Vary\", \"asin\": \"B08QRKY3NJ\", \"price\": \"$16.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 336 Total (6 Flip-Top Packs)\", \"asin\": \"B077D3JKVR\", \"price\": \"$17.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (3 packs), Packaging May Vary\", \"asin\": \"B0779Z53SD\", \"price\": \"$13.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Simply Clean Fresh Scent Baby Wipes, 3 Flip-Top Packs of 64 (192 Wipes Total), Packaging May Vary\", \"asin\": \"B0CNSCVGPH\", \"price\": \"$6.77\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes Multipack, Sensitive, 1200 Wipes (15 x 80), Baby Essentials for Newborn, Fragrance Free\", \"asin\": \"B07P7KJ1QS\", \"price\": \"$55.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count\", \"asin\": \"B0DHRN8LNM\", \"price\": \"$16.99\", \"delivery\": \"FREE delivery May 1 - 11 for Prime members\"},\n{\"title\": \"Baby Wipes, Diaper Wipes for Sensitive Skin, Wet Wipes with 99% Water Based, Hypoallergenic, Safe and Gentle, 4 Flip-Top Packs (320 Wipes Total)\", \"asin\": \"B0D1G5QL8D\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Natural Care Sensitive Baby Wipes, Hypoallergenic, 99% Purified Water, 3 Refill Packs (624 Wipes Total)\", \"asin\": \"B08QR6V8WR\", \"price\": \"$17.13\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Sensitive Baby Wipes - 192 Count, Water Based, Hypoallergenic and Unscented (Packaging May Vary) (Pack of 2)\", \"asin\": \"B0CP64GB5M\", \"price\": \"$13.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes\", \"asin\": \"B0C5S35JYQ\", \"price\": \"$3.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)\", \"asin\": \"B07H1NLW4K\", \"price\": \"$18.17\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Baby Wipes, Plastic-Free, 99.9% Water-Based, Unscented & Hypoallergenic for Delicate Skin, 60 Wipes per Pack (12-Pack)\", \"asin\": \"B0F1ZJK8G3\", \"price\": \"$27.99\", \"delivery\": \"FREE delivery Apr 24 - 28 Or fastest delivery Tue, Apr 22\"},\n{\"title\": \"WaterWipes Adult Care Wipes, Extra-large 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (6 Packs)\", \"asin\": \"B0D825QQZD\", \"price\": \"$18.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 624 Total (8 Flip-Top Packs)\", \"asin\": \"B0CVGRK35D\", \"price\": \"$23.47\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 6 Flip-Top Packs (288 Wipes Total), Packaging May Vary\", \"asin\": \"B08QRL9YMY\", \"price\": \"$11.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Aveeno Baby Sensitive All Over Wipes with Aloe & Natural Oat Extract for Face, Bottom, Hands & Body, pH-Balanced, Hypoallergenic, Fragrance-, Phenoxyethanol- & Alcohol-Free, 64 ct\", \"asin\": \"B07VQTYRTD\", \"price\": \"$11.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Amazon Elements Baby Wipes, Unscented, 810 Count, Flip-Top Packs\", \"asin\": \"B07H53W5WP\", \"price\": \"$21.05\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Seventh Generation Baby Wipes, Sensitive Protection with Flip Top Dispenser, White, unscented, 72 Count (Pack of 7) (Packaging May Vary)\", \"asin\": \"B07HDBNSJR\", \"price\": \"$20.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)\", \"asin\": \"B0C3RNMGYC\", \"price\": \"$32.99\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 6 Flip Top Packs (336 Wipes Total)\", \"asin\": \"B0CHGK5FCT\", \"price\": \"$16.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"HAPPY BUM Sensitive Water Baby Diaper Wipes, Baby Wipes, Unscented, 4 Flip-top packs (320 Wipes Total)\", \"asin\": \"B09S5MFCW2\", \"price\": \"$21.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Baby Wipes \| Unscented & Hypoallergenic \| 12 Soft-Packs \| 864 Total Wipes\", \"asin\": \"B0BXFD7CMQ\", \"price\": \"$35.99\", \"delivery\": \"FREE delivery Tue, Apr 22\"},\n{\"title\": \"Johnson's Baby Disposable Hand & Face Cleansing Wipes, Pre-Moistened Wipes Gently Remove 99% of Germs & Dirt from Delicate Skin, Paraben-, Phthalate- & Alcohol-Free, Hypoallergenic, 4 Pack\", \"asin\": \"B07HGDBHYZ\", \"price\": \"$4.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"The Honest Company 100% Organic Cotton Dry Wipes \| Hypoallergenic for Sensitive Skin, Dermatologist Tested, Safe for Newborns \| 192 Count\", \"asin\": \"B08CYBPHNF\", \"price\": \"$19.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H53Y33R\", \"price\": \"$23.86\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 28 Count (Pack of 1), Packaging May Vary\", \"asin\": \"B0DHW4LLJV\", \"price\": \"$2.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 4), Packaging May Vary\", \"asin\": \"B07LBFB84L\", \"price\": \"$14.49\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Aveeno Baby Fragrance-Free Hand & Face Wipes with Oat Extract & Aloe, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, Sulfate-, Alcohol-, Paraben- & Dye-Free, Hypoallergenic, 25 ct (Pack of 4)\", \"asin\": \"B07DC9ZZNL\", \"price\": \"$16.73\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Niki's Natural Baby Wipes \| Sensitive Organic Baby Wipes \| Made with Manuka Honey and Coconut Oil, No Added Scents \| EWG Verified \| 248 Wipes (4 Pack x 62 Count Wipes)\", \"asin\": \"B0868LHPH5\", \"price\": \"$25.95\", \"delivery\": \" Overnight FREE delivery Overnight 4 AM - 8 AM\"},\n{\"title\": \"Seventh Generation Baby Wipes Sensitive Protection with Snap Seal Diaper Wipes 768 Count\", \"asin\": \"B01IL2F3HI\"},\n{\"title\": \"Himalaya Soothing Baby Calming Wipes for Soft, Clean, and Sensitive Skin, 72 wipes, 6 pack\", \"asin\": \"B07D1G1L8T\", \"price\": \"$14.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"DYPER - 99% Water Based Baby Wipes 100% Made from Plant-Based* & Honest for Sensitive Skin, Fragrance & Plastic-Free - Unscented, Pack of 12 (720 Count)\", \"asin\": \"B0CGP6VW5K\", \"price\": \"$39.97\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Happy Little Camper Natural Baby Wipes Unscented - Hypoallergenic & Chlorine-Free Wet Wipes with Aloe Vera, Chamomile and Pomegranate Extract - Gentle on Sensitive Skin - 216 Count\", \"asin\": \"B01MAUDNTL\", \"price\": \"$12.19\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Ubbi Fragrance-Free Baby Wipes, 99% Water Based, Plant Based Wipes, Hypoallergenic for Sensitive Skin with Chamomile, Vitamin E & Aloe, EWG Verified, 1 Pack (72 Wipes Total)\", \"asin\": \"B0D4WTJ889\", \"price\": \"$4.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"HUGGIES Natural Care Unscented Baby Wipes, Sensitive, Water-Based, 6 Flip-top Packs, 56 Count (Pack of 6)\", \"asin\": \"B07CJQWSHC\", \"price\": \"$14.94\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 18 left in stock - order soon.\"},\n{\"title\": \"Pampers Baby Wipes Sensitive Perfume Free 1X Pop-Top Pack 84 Count\", \"asin\": \"B0CPB3DYDR\"},\n{\"title\": \"Eco by Naty Baby Wipes Unscented - 100% Compostable and Plant-Based Wipes, Good for Babies and Newborn Sensitive Skin (168 Count - 3 packs of 56)\", \"asin\": \"B00WW8XR4O\", \"price\": \"$9.99\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Yugi Green Baby Wipes \\u2013 Unscented, Compostable, Biodegradable, Plant-Based, Fragrance-Free, for Sensitive Skin & Babies \\u2013 1 Pack of 72 (72Count)\", \"asin\": \"B0823Y533V\", \"price\": \"$6.98\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Burt's Bees Baby Wipes, Unscented, Natural Origin Baby Wipes for Sensitive Skin with Aloe and Vitamin E, 72 Count (Pack of 10)\", \"asin\": \"B08GR292VG\", \"price\": \"$46.58\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Dove Baby Wipes, Rich Moisture, 50 Count (Pack of 12)\", \"asin\": \"B07C71X5C1\", \"price\": \"$24.50\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Huggies Nourish Scented Baby Wipes, 10 Push Button Packs (560 Wipes Total)\", \"asin\": \"B0BL8Q6SPW\", \"price\": \"$28.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count\", \"asin\": \"B0D88LN7JH\", \"price\": \"$68.00\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Pampers Baby Clean Wipes, Baby Fresh Scented, 1 Flip-Top Pack (72 Wipes Total) (Pack of 4)\", \"asin\": \"B0D14YMQ6X\", \"price\": \"$9.96\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Pampers Sensitive, Water Based Baby Wipes, 168 Count (Pack of 3)\", \"asin\": \"B0BGQRZQSK\", \"price\": \"$20.91\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items\"},\n{\"title\": \"Huggies Calm Baby Wipes, Unscented, Hypoallergenic, 10 Push Button Packs (560 Wipes Total)\", \"asin\": \"B0BLBLN737\", \"price\": \"$28.60\", \"delivery\": \" One-Day FREE delivery Tomorrow, Apr 21\"},\n{\"title\": \"Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)\", \"asin\": \"B0D3CMZY7T\", \"price\": \"$17.97\", \"delivery\": \" Two-Day FREE delivery Tue, Apr 22\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:14:42.108Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} <\|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": "Baby Wipes Sensitive"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "promotion_items": [{"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)\n56 Count (Pack of 24)", "asin": "B0DJ3W24MV", "price": "$39.97", "quantity": ""}, {"title": "DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe\nWipes48 Count (Pack of 6)", "asin": "B0CJHM9CQH", "price": "$19.92", "quantity": ""}, {"title": "Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 2 Flip Top Packs (112 Wipes Total)\nWipes56 Count (Pack of 10)", "asin": "B0CQ74ZPTW", "price": "$28.49", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\n60 Count (Pack of 9)", "asin": "B008KJQMA0", "price": "$31.99", "quantity": ""}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count\nWipes", "asin": "B013C9OKVU", "price": "$18.99", "quantity": ""}, {"title": "DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe\nWipes48 Count (Pack of 6)", "asin": "B0CJHM9CQH", "price": "$19.92", "quantity": ""}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\nWipes60 Count (Pack of 9)", "asin": "B0B3QXGPK5", "price": "$23.52", "quantity": ""}, {"title": "Baby Wipes \| Unscented & Hypoallergenic \| 12 Soft-Packs \| 864 Total Wipes\nWipes72 Count (Pack of 12)", "asin": "B0BXFD7CMQ", "price": "$35.99", "quantity": ""}, {"title": "Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count\nWipes7 Count (Pack of 8)", "asin": "B0D88LN7JH", "price": "$68.00", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary\n60 Count (Pack of 9)", "asin": "B008KJQMA0", "price": "$31.99", "quantity": ""}], "ads": [{"title": "Go to detail page for \"Pampers Baby Wipes, Sensitive, Water Based Wipe, Clinically Proven, Hypoallergenic, and Unscented for Babies, 1344 Wipes Total (16 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 229501 reviews. Eligible for Prime.", "asin": "B0CMVJXXZ2"}, {"title": "Go to detail page for \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 28978 reviews. Eligible for Prime.", "asin": "B0CMW1GQRK"}, {"title": "Go to detail page for \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 705 reviews. Eligible for Prime.", "asin": "B0CVH1SPNX"}], "search_results": [{"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Sensitive Baby Wipes, Huggies Natural Care Baby Diaper Wipes, Unscented, Hypoallergenic, 99% Purified Water, 24 Soft Pack (1344 Wipes Total)", "asin": "B0DJ3W24MV", "price": "$39.97", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "DUDE Baby Wipes - Flushable Baby Wipes Unscented - (6 Pack) 288 Wipes - Extra Large Wet Wipes Flushable - Vitamin-E & Aloe - Septic and Sewer Safe", "asin": "B0CJHM9CQH", "price": "$19.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 2 Flip Top Packs (112 Wipes Total)", "asin": "B0CQ74ZPTW", "price": "$28.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Natural Care Sensitive Baby Wipes, Unscented, Hypoallergenic, 6 Flip-Top Packs (288 Wipes Total)", "asin": "B08QRT84WJ", "price": "$10.70", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes Complete Clean Baby Fresh, Scented Baby Wipes, Gently Cleaning Wipes, 72 Baby Wipes Total (1 Flip-Top Packs)", "asin": "B07KGL6L56", "price": "$2.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 60 Count", "asin": "B0BWGZH14G", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H4V7M4C", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary", "asin": "B008KJQMA0", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)", "asin": "B0D3CMZY7T", "price": "$17.97", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Huggies Simply Clean Unscented Baby Diaper Wipes, 11 Flip-Top Packs (704 Wipes Total), Packaging May Vary", "asin": "B08QRKY3NJ", "price": "$16.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 336 Total (6 Flip-Top Packs)", "asin": "B077D3JKVR", "price": "$17.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (3 packs), Packaging May Vary", "asin": "B0779Z53SD", "price": "$13.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Simply Clean Fresh Scent Baby Wipes, 3 Flip-Top Packs of 64 (192 Wipes Total), Packaging May Vary", "asin": "B0CNSCVGPH", "price": "$6.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes Multipack, Sensitive, 1200 Wipes (15 x 80), Baby Essentials for Newborn, Fragrance Free", "asin": "B07P7KJ1QS", "price": "$55.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "delivery": "FREE delivery May 1 - 11 for Prime members"}, {"title": "Baby Wipes, Diaper Wipes for Sensitive Skin, Wet Wipes with 99% Water Based, Hypoallergenic, Safe and Gentle, 4 Flip-Top Packs (320 Wipes Total)", "asin": "B0D1G5QL8D", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Natural Care Sensitive Baby Wipes, Hypoallergenic, 99% Purified Water, 3 Refill Packs (624 Wipes Total)", "asin": "B08QR6V8WR", "price": "$17.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Sensitive Baby Wipes - 192 Count, Water Based, Hypoallergenic and Unscented (Packaging May Vary) (Pack of 2)", "asin": "B0CP64GB5M", "price": "$13.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes, Plastic-Free, 99.9% Water-Based, Unscented & Hypoallergenic for Delicate Skin, 60 Wipes per Pack (12-Pack)", "asin": "B0F1ZJK8G3", "price": "$27.99", "delivery": "FREE delivery Apr 24 - 28 Or fastest delivery Tue, Apr 22"}, {"title": "WaterWipes Adult Care Wipes, Extra-large 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (6 Packs)", "asin": "B0D825QQZD", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 624 Total (8 Flip-Top Packs)", "asin": "B0CVGRK35D", "price": "$23.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 6 Flip-Top Packs (288 Wipes Total), Packaging May Vary", "asin": "B08QRL9YMY", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Aveeno Baby Sensitive All Over Wipes with Aloe & Natural Oat Extract for Face, Bottom, Hands & Body, pH-Balanced, Hypoallergenic, Fragrance-, Phenoxyethanol- & Alcohol-Free, 64 ct", "asin": "B07VQTYRTD", "price": "$11.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Unscented, 810 Count, Flip-Top Packs", "asin": "B07H53W5WP", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Seventh Generation Baby Wipes, Sensitive Protection with Flip Top Dispenser, White, unscented, 72 Count (Pack of 7) (Packaging May Vary)", "asin": "B07HDBNSJR", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 6 Flip Top Packs (336 Wipes Total)", "asin": "B0CHGK5FCT", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "HAPPY BUM Sensitive Water Baby Diaper Wipes, Baby Wipes, Unscented, 4 Flip-top packs (320 Wipes Total)", "asin": "B09S5MFCW2", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes \| Unscented & Hypoallergenic \| 12 Soft-Packs \| 864 Total Wipes", "asin": "B0BXFD7CMQ", "price": "$35.99", "delivery": "FREE delivery Tue, Apr 22"}, {"title": "Johnson's Baby Disposable Hand & Face Cleansing Wipes, Pre-Moistened Wipes Gently Remove 99% of Germs & Dirt from Delicate Skin, Paraben-, Phthalate- & Alcohol-Free, Hypoallergenic, 4 Pack", "asin": "B07HGDBHYZ", "price": "$4.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company 100% Organic Cotton Dry Wipes \| Hypoallergenic for Sensitive Skin, Dermatologist Tested, Safe for Newborns \| 192 Count", "asin": "B08CYBPHNF", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 28 Count (Pack of 1), Packaging May Vary", "asin": "B0DHW4LLJV", "price": "$2.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 4), Packaging May Vary", "asin": "B07LBFB84L", "price": "$14.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Aveeno Baby Fragrance-Free Hand & Face Wipes with Oat Extract & Aloe, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, Sulfate-, Alcohol-, Paraben- & Dye-Free, Hypoallergenic, 25 ct (Pack of 4)", "asin": "B07DC9ZZNL", "price": "$16.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Niki's Natural Baby Wipes \| Sensitive Organic Baby Wipes \| Made with Manuka Honey and Coconut Oil, No Added Scents \| EWG Verified \| 248 Wipes (4 Pack x 62 Count Wipes)", "asin": "B0868LHPH5", "price": "$25.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Seventh Generation Baby Wipes Sensitive Protection with Snap Seal Diaper Wipes 768 Count", "asin": "B01IL2F3HI"}, {"title": "Himalaya Soothing Baby Calming Wipes for Soft, Clean, and Sensitive Skin, 72 wipes, 6 pack", "asin": "B07D1G1L8T", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DYPER - 99% Water Based Baby Wipes 100% Made from Plant-Based* & Honest for Sensitive Skin, Fragrance & Plastic-Free - Unscented, Pack of 12 (720 Count)", "asin": "B0CGP6VW5K", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Happy Little Camper Natural Baby Wipes Unscented - Hypoallergenic & Chlorine-Free Wet Wipes with Aloe Vera, Chamomile and Pomegranate Extract - Gentle on Sensitive Skin - 216 Count", "asin": "B01MAUDNTL", "price": "$12.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ubbi Fragrance-Free Baby Wipes, 99% Water Based, Plant Based Wipes, Hypoallergenic for Sensitive Skin with Chamomile, Vitamin E & Aloe, EWG Verified, 1 Pack (72 Wipes Total)", "asin": "B0D4WTJ889", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "HUGGIES Natural Care Unscented Baby Wipes, Sensitive, Water-Based, 6 Flip-top Packs, 56 Count (Pack of 6)", "asin": "B07CJQWSHC", "price": "$14.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 18 left in stock - order soon."}, {"title": "Pampers Baby Wipes Sensitive Perfume Free 1X Pop-Top Pack 84 Count", "asin": "B0CPB3DYDR"}, {"title": "Eco by Naty Baby Wipes Unscented - 100% Compostable and Plant-Based Wipes, Good for Babies and Newborn Sensitive Skin (168 Count - 3 packs of 56)", "asin": "B00WW8XR4O", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Yugi Green Baby Wipes \u2013 Unscented, Compostable, Biodegradable, Plant-Based, Fragrance-Free, for Sensitive Skin & Babies \u2013 1 Pack of 72 (72Count)", "asin": "B0823Y533V", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Burt's Bees Baby Wipes, Unscented, Natural Origin Baby Wipes for Sensitive Skin with Aloe and Vitamin E, 72 Count (Pack of 10)", "asin": "B08GR292VG", "price": "$46.58", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Dove Baby Wipes, Rich Moisture, 50 Count (Pack of 12)", "asin": "B07C71X5C1", "price": "$24.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Nourish Scented Baby Wipes, 10 Push Button Packs (560 Wipes Total)", "asin": "B0BL8Q6SPW", "price": "$28.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count", "asin": "B0D88LN7JH", "price": "$68.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Baby Clean Wipes, Baby Fresh Scented, 1 Flip-Top Pack (72 Wipes Total) (Pack of 4)", "asin": "B0D14YMQ6X", "price": "$9.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Sensitive, Water Based Baby Wipes, 168 Count (Pack of 3)", "asin": "B0BGQRZQSK", "price": "$20.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Calm Baby Wipes, Unscented, Hypoallergenic, 10 Push Button Packs (560 Wipes Total)", "asin": "B0BLBLN737", "price": "$28.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)", "asin": "B0D3CMZY7T", "price": "$17.97", "delivery": " Two-Day FREE delivery Tue, Apr 22"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:42.108Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:14:42.108Z	click_product	B07XMFVN95	rule	2025-04-20T14:14:42.108Z	click_product	B07XMFVN95	train	292	2025-04-20T14:14:42.108Z	click_product	B07XMFVN95	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} 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Eligible for Prime.", "asin": "B0CMVJXXZ2"}, {"title": "Go to detail page for \"Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 896 Total (16 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 28978 reviews. Eligible for Prime.", "asin": "B0CMW1GQRK"}, {"title": "Go to detail page for \"Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 936 Total (12 Flip-Top Packs).\" Rated 4.8 out of 5 stars by 705 reviews. 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8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes Complete Clean Baby Fresh, Scented Baby Wipes, Gently Cleaning Wipes, 72 Baby Wipes Total (1 Flip-Top Packs)", "asin": "B07KGL6L56", "price": "$2.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 60 Count", "asin": "B0BWGZH14G", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Sensitive, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H4V7M4C", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "WaterWipes Plastic-Free Original-baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 9) Total 540 wipes, Packaging May Vary", "asin": "B008KJQMA0", "price": "$31.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Baby Wipes, 672 Wipes Total (12 Flip-Top Packs)", "asin": "B0BJ13XWDD", "price": "$34.37", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)", "asin": "B0D3CMZY7T", "price": "$17.97", "delivery": " Two-Day FREE delivery Tue, Apr 22"}, {"title": "Huggies Simply Clean Unscented Baby Diaper Wipes, 11 Flip-Top Packs (704 Wipes Total), Packaging May Vary", "asin": "B08QRKY3NJ", "price": "$16.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Baby Wipes Aqua Pure, 99% water-based wipes, Hypoallergenic and Unscented Infant Wipe, 336 Total (6 Flip-Top Packs)", "asin": "B077D3JKVR", "price": "$17.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Or FREE pickup"}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (3 packs), Packaging May Vary", "asin": "B0779Z53SD", "price": "$13.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Simply Clean Fresh Scent Baby Wipes, 3 Flip-Top Packs of 64 (192 Wipes Total), Packaging May Vary", "asin": "B0CNSCVGPH", "price": "$6.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes Multipack, Sensitive, 1200 Wipes (15 x 80), Baby Essentials for Newborn, Fragrance Free", "asin": "B07P7KJ1QS", "price": "$55.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "delivery": "FREE delivery May 1 - 11 for Prime members"}, {"title": "Baby Wipes, Diaper Wipes for Sensitive Skin, Wet Wipes with 99% Water Based, Hypoallergenic, Safe and Gentle, 4 Flip-Top Packs (320 Wipes Total)", "asin": "B0D1G5QL8D", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Natural Care Sensitive Baby Wipes, Hypoallergenic, 99% Purified Water, 3 Refill Packs (624 Wipes Total)", "asin": "B08QR6V8WR", "price": "$17.13", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Sensitive Baby Wipes - 192 Count, Water Based, Hypoallergenic and Unscented (Packaging May Vary) (Pack of 2)", "asin": "B0CP64GB5M", "price": "$13.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pura Natural Sensitive Baby Wipes, 99% Water, Unscented & Hypoallergenic, Suitable for Sensitive & Eczema-prone Skin, Fragrance Free & Hypoallergenic, EWG Verified, 1 Pack of 60 Wet Wipes", "asin": "B0C5S35JYQ", "price": "$3.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Brand - Mama Bear 99% Water Based Baby Wipes, Hypoallergenic for Sensitive Skin, Fragrance Free, 432 Count (6 Packs of 72)", "asin": "B07H1NLW4K", "price": "$18.17", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes, Plastic-Free, 99.9% Water-Based, Unscented & Hypoallergenic for Delicate Skin, 60 Wipes per Pack (12-Pack)", "asin": "B0F1ZJK8G3", "price": "$27.99", "delivery": "FREE delivery Apr 24 - 28 Or fastest delivery Tue, Apr 22"}, {"title": "WaterWipes Adult Care Wipes, Extra-large 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 180 Count (6 Packs)", "asin": "B0D825QQZD", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Baby Wipes, Free & Gentle, Hypoallergenic and Unscented Wipe, 100% Plant Based, Plastic-Free for Babies, 624 Total (8 Flip-Top Packs)", "asin": "B0CVGRK35D", "price": "$23.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Natural Care Cucumber, Aloe and Vitamin E Baby Wipes, Hypoallergenic, Scented, 6 Flip-Top Packs (288 Wipes Total), Packaging May Vary", "asin": "B08QRL9YMY", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Aveeno Baby Sensitive All Over Wipes with Aloe & Natural Oat Extract for Face, Bottom, Hands & Body, pH-Balanced, Hypoallergenic, Fragrance-, Phenoxyethanol- & Alcohol-Free, 64 ct", "asin": "B07VQTYRTD", "price": "$11.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Amazon Elements Baby Wipes, Unscented, 810 Count, Flip-Top Packs", "asin": "B07H53W5WP", "price": "$21.05", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Seventh Generation Baby Wipes, Sensitive Protection with Flip Top Dispenser, White, unscented, 72 Count (Pack of 7) (Packaging May Vary)", "asin": "B07HDBNSJR", "price": "$20.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Huggies Skin Essentials Baby Wipes, Hypoallergenic, 99% Water, 6 Flip Top Packs (336 Wipes Total)", "asin": "B0CHGK5FCT", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "HAPPY BUM Sensitive Water Baby Diaper Wipes, Baby Wipes, Unscented, 4 Flip-top packs (320 Wipes Total)", "asin": "B09S5MFCW2", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Baby Wipes \| Unscented & Hypoallergenic \| 12 Soft-Packs \| 864 Total Wipes", "asin": "B0BXFD7CMQ", "price": "$35.99", "delivery": "FREE delivery Tue, Apr 22"}, {"title": "Johnson's Baby Disposable Hand & Face Cleansing Wipes, Pre-Moistened Wipes Gently Remove 99% of Germs & Dirt from Delicate Skin, Paraben-, Phthalate- & Alcohol-Free, Hypoallergenic, 4 Pack", "asin": "B07HGDBHYZ", "price": "$4.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "The Honest Company 100% Organic Cotton Dry Wipes \| Hypoallergenic for Sensitive Skin, Dermatologist Tested, Safe for Newborns \| 192 Count", "asin": "B08CYBPHNF", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 28 Count (Pack of 1), Packaging May Vary", "asin": "B0DHW4LLJV", "price": "$2.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "WaterWipes Plastic-Free Textured Clean, Toddler & Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 60 Count (Pack of 4), Packaging May Vary", "asin": "B07LBFB84L", "price": "$14.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Aveeno Baby Fragrance-Free Hand & Face Wipes with Oat Extract & Aloe, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, Sulfate-, Alcohol-, Paraben- & Dye-Free, Hypoallergenic, 25 ct (Pack of 4)", "asin": "B07DC9ZZNL", "price": "$16.73", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Niki's Natural Baby Wipes \| Sensitive Organic Baby Wipes \| Made with Manuka Honey and Coconut Oil, No Added Scents \| EWG Verified \| 248 Wipes (4 Pack x 62 Count Wipes)", "asin": "B0868LHPH5", "price": "$25.95", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"}, {"title": "Seventh Generation Baby Wipes Sensitive Protection with Snap Seal Diaper Wipes 768 Count", "asin": "B01IL2F3HI"}, {"title": "Himalaya Soothing Baby Calming Wipes for Soft, Clean, and Sensitive Skin, 72 wipes, 6 pack", "asin": "B07D1G1L8T", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "DYPER - 99% Water Based Baby Wipes 100% Made from Plant-Based* & Honest for Sensitive Skin, Fragrance & Plastic-Free - Unscented, Pack of 12 (720 Count)", "asin": "B0CGP6VW5K", "price": "$39.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Happy Little Camper Natural Baby Wipes Unscented - Hypoallergenic & Chlorine-Free Wet Wipes with Aloe Vera, Chamomile and Pomegranate Extract - Gentle on Sensitive Skin - 216 Count", "asin": "B01MAUDNTL", "price": "$12.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Ubbi Fragrance-Free Baby Wipes, 99% Water Based, Plant Based Wipes, Hypoallergenic for Sensitive Skin with Chamomile, Vitamin E & Aloe, EWG Verified, 1 Pack (72 Wipes Total)", "asin": "B0D4WTJ889", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "HUGGIES Natural Care Unscented Baby Wipes, Sensitive, Water-Based, 6 Flip-top Packs, 56 Count (Pack of 6)", "asin": "B07CJQWSHC", "price": "$14.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Only 18 left in stock - order soon."}, {"title": "Pampers Baby Wipes Sensitive Perfume Free 1X Pop-Top Pack 84 Count", "asin": "B0CPB3DYDR"}, {"title": "Eco by Naty Baby Wipes Unscented - 100% Compostable and Plant-Based Wipes, Good for Babies and Newborn Sensitive Skin (168 Count - 3 packs of 56)", "asin": "B00WW8XR4O", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Yugi Green Baby Wipes \u2013 Unscented, Compostable, Biodegradable, Plant-Based, Fragrance-Free, for Sensitive Skin & Babies \u2013 1 Pack of 72 (72Count)", "asin": "B0823Y533V", "price": "$6.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Burt's Bees Baby Wipes, Unscented, Natural Origin Baby Wipes for Sensitive Skin with Aloe and Vitamin E, 72 Count (Pack of 10)", "asin": "B08GR292VG", "price": "$46.58", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Dove Baby Wipes, Rich Moisture, 50 Count (Pack of 12)", "asin": "B07C71X5C1", "price": "$24.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Huggies Nourish Scented Baby Wipes, 10 Push Button Packs (560 Wipes Total)", "asin": "B0BL8Q6SPW", "price": "$28.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Coterie Baby Wipes for Sensitive Skin, Plant-Based and Plastic-Free Fibers, 99% Water, Hypoallergenic, pH Balanced, Unscented, Clean and Gentle Baby Essentials, 8 Pack, 448 Count", "asin": "B0D88LN7JH", "price": "$68.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Pampers Baby Clean Wipes, Baby Fresh Scented, 1 Flip-Top Pack (72 Wipes Total) (Pack of 4)", "asin": "B0D14YMQ6X", "price": "$9.96", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Pampers Sensitive, Water Based Baby Wipes, 168 Count (Pack of 3)", "asin": "B0BGQRZQSK", "price": "$20.91", "delivery": " One-Day FREE delivery Tomorrow, Apr 21 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"}, {"title": "Huggies Calm Baby Wipes, Unscented, Hypoallergenic, 10 Push Button Packs (560 Wipes Total)", "asin": "B0BLBLN737", "price": "$28.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 21"}, {"title": "Baby Wipes, Unscented Wipes for Sensitive Skin, Large Soft Durable & 99% Water Based, Gentle & Hypoallergenic for Babies & Adults, Vitamin E and Aloe, Flip Top Lid, 3 Pack (240 Wipes)", "asin": "B0D3CMZY7T", "price": "$17.97", "delivery": " Two-Day FREE delivery Tue, Apr 22"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:14:42.108Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\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\"search_term\": [{\"term\": \"Baby Wipes Sensitive\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07XMFVN95\"},\n{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\"},\n{\"price\": \"$19.76\"},\n{\"bullet_list\": \"8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture.\"},\n{\"bullet_list\": \" Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"100 Count (Pack of 8)\"}],\n\"promotion_items\": [{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count\", \"asin\": \"B0B3CPC3KV\", \"price\": \"$23.76\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)\", \"asin\": \"B0D932FPF7\", \"price\": \"$63.98\", \"quantity\": \"\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count\", \"asin\": \"B086LKQDJG\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...\", \"asin\": \"B0DW6735NP\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count\", \"asin\": \"B0DHRN8LNM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)\", \"asin\": \"B0BJ13K7FR\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)\", \"asin\": \"B0C3RNMGYC\", \"price\": \"$32.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\"},\n{\"title\": \"Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging\", \"asin\": \"B0CH93XKYL\", \"price\": \"$78.50\"},\n{\"title\": \"Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)\", \"asin\": \"B076DM2KHR\", \"price\": \"$55.67\"},\n{\"title\": \"Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H53Y33R\", \"price\": \"$23.86\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count\", \"asin\": \"B013C9OKVU\", \"price\": \"$18.99\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:15:34.925Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} <\|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": "Baby Wipes Sensitive"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B07XMFVN95"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)"}, {"price": "$19.76"}, {"bullet_list": "8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture."}, {"bullet_list": " Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "100 Count (Pack of 8)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)", "asin": "B0D932FPF7", "price": "$63.98", "quantity": ""}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count", "asin": "B086LKQDJG", "price": "$44.99", "quantity": ""}, {"title": "Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...", "asin": "B0DW6735NP", "price": "$38.99", "quantity": ""}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "quantity": ""}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "quantity": ""}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "quantity": ""}], "comparison_items": [{"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76"}, {"title": "Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging", "asin": "B0CH93XKYL", "price": "$78.50"}, {"title": "Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)", "asin": "B076DM2KHR", "price": "$55.67"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count", "asin": "B013C9OKVU", "price": "$18.99"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:15:34.925Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:15:34.925Z	click	review	rule	2025-04-20T14:15:34.925Z	click	review	train	293	2025-04-20T14:15:34.925Z	click	review	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} <\|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": "Baby Wipes Sensitive"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B07XMFVN95"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)"}, {"price": "$19.76"}, {"bullet_list": "8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture."}, {"bullet_list": " Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "100 Count (Pack of 8)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)", "asin": "B0D932FPF7", "price": "$63.98", "quantity": ""}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count", "asin": "B086LKQDJG", "price": "$44.99", "quantity": ""}, {"title": "Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...", "asin": "B0DW6735NP", "price": "$38.99", "quantity": ""}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "quantity": ""}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "quantity": ""}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "quantity": ""}], "comparison_items": [{"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76"}, {"title": "Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging", "asin": "B0CH93XKYL", "price": "$78.50"}, {"title": "Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)", "asin": "B076DM2KHR", "price": "$55.67"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count", "asin": "B013C9OKVU", "price": "$18.99"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:15:34.925Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:56:16.689Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-15T17:57:51.948Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:08.510Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:15.359Z\", \"action\": \"purchase\", \"action_argument\": \"B06XH8VQCJ\"}\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\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\"search_term\": [{\"term\": \"Baby Wipes Sensitive\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$207.99\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$39.00\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.76\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$70.00\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$95.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$6.99\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"asin\": \"B07XMFVN95\"},\n{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\"},\n{\"price\": \"$19.76\"},\n{\"bullet_list\": \"8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture.\"},\n{\"bullet_list\": \" Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials \"}],\n\"product_quantity\": [{\"quantity\": \"1\"},\n{\"quantity\": \"1\"}],\n\"product_options\": [{\"Size\": \"100 Count (Pack of 8)\"}],\n\"promotion_items\": [{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count\", \"asin\": \"B0B3CPC3KV\", \"price\": \"$23.76\", \"quantity\": \"\"},\n{\"title\": \"WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)\", \"asin\": \"B0D932FPF7\", \"price\": \"$63.98\", \"quantity\": \"\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count\", \"asin\": \"B086LKQDJG\", \"price\": \"$44.99\", \"quantity\": \"\"},\n{\"title\": \"Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...\", \"asin\": \"B0DW6735NP\", \"price\": \"$38.99\", \"quantity\": \"\"},\n{\"title\": \"Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count\", \"asin\": \"B0DHRN8LNM\", \"price\": \"$16.99\", \"quantity\": \"\"},\n{\"title\": \"Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)\", \"asin\": \"B0BJ13K7FR\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)\", \"asin\": \"B0C3RNMGYC\", \"price\": \"$32.99\", \"quantity\": \"\"}],\n\"comparison_items\": [{\"title\": \"Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)\", \"asin\": \"B07XMFVN95\", \"price\": \"$19.76\"},\n{\"title\": \"Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging\", \"asin\": \"B0CH93XKYL\", \"price\": \"$78.50\"},\n{\"title\": \"Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)\", \"asin\": \"B076DM2KHR\", \"price\": \"$55.67\"},\n{\"title\": \"Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9\", \"asin\": \"B07H53Y33R\", \"price\": \"$23.86\"},\n{\"title\": \"The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count\", \"asin\": \"B013C9OKVU\", \"price\": \"$18.99\"},\n{\"title\": \"Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count\", \"asin\": \"B0B3QXGPK5\", \"price\": \"$23.52\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-20T14:15:36.655Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} <\|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": "Baby Wipes Sensitive"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B07XMFVN95"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)"}, {"price": "$19.76"}, {"bullet_list": "8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture."}, {"bullet_list": " Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "100 Count (Pack of 8)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)", "asin": "B0D932FPF7", "price": "$63.98", "quantity": ""}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count", "asin": "B086LKQDJG", "price": "$44.99", "quantity": ""}, {"title": "Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...", "asin": "B0DW6735NP", "price": "$38.99", "quantity": ""}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "quantity": ""}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "quantity": ""}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "quantity": ""}], "comparison_items": [{"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76"}, {"title": "Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging", "asin": "B0CH93XKYL", "price": "$78.50"}, {"title": "Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)", "asin": "B076DM2KHR", "price": "$55.67"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count", "asin": "B013C9OKVU", "price": "$18.99"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:15:36.655Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-20T14:15:36.655Z	purchase	B07XMFVN95	rule	2025-04-20T14:15:36.655Z	purchase	B07XMFVN95	train	294	2025-04-20T14:15:36.655Z	purchase	B07XMFVN95	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:56:16.689Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-15T17:57:51.948Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:08.510Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:15.359Z", "action": "purchase", "action_argument": "B06XH8VQCJ"} {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} <\|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": "Baby Wipes Sensitive"}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$207.99", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - BPA Free Big Water Bottle with Straw - Gym Water Bottle with Handle - Motivational Half Gallon Water Jug (64 oz, B Ombre)", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$39.00", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.76", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$70.00", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$95.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$6.99", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"asin": "B07XMFVN95"}, {"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)"}, {"price": "$19.76"}, {"bullet_list": "8 packs of 100 hypoallergenic and dermatologically tested wipes. Suitable for sensitive skin. If you like Huggies Natural Care Fragrance-Free Baby Wipes, we invite you to try Mama Bear Gentle Fragrance-Free Baby Wipes Simply formulated with chamomile, aloe, vitamin E, and triple-filtered water 99% water and plant-based ingredients Free of: fragrance, phenoxyethanol, ethyl alcohol, sodium lauryl sulfate, parabens, phthalates, dyes, sulfates, and formaldehyde donors Not tested on animals DO NOT FLUSH. Wipes are not flushable; put used wipes in trash. Store at room temperature. Close lid tightly to retain moisture."}, {"bullet_list": " Reclosable packs keep thick, quilted wipes moist, and multipacks allow you to keep them throughout the house and in travel bags Made in USA from domestic and imported materials "}], "product_quantity": [{"quantity": "1"}, {"quantity": "1"}], "product_options": [{"Size": "100 Count (Pack of 8)"}], "promotion_items": [{"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 720 Count", "asin": "B0B3CPC3KV", "price": "$23.76", "quantity": ""}, {"title": "WaterWipes Plastic-Free Original Baby Wipes, 99.9% Water Based Wipes, Unscented & Hypoallergenic for Sensitive Skin, 1080 Count (18 packs)", "asin": "B0D932FPF7", "price": "$63.98", "quantity": ""}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Pattern Play, 720 Count", "asin": "B086LKQDJG", "price": "$44.99", "quantity": ""}, {"title": "Wet Wipes (840 Total Wipes) Gentle for Babies and Makeup Removal, Purified Water, H...", "asin": "B0DW6735NP", "price": "$38.99", "quantity": ""}, {"title": "Bc Babycare Cloud Moist Baby Wipes, Water Based, Unscented for Sensitive Skin, 3X Thicker, Super Moist, Plant Based & Biodegrable, 3 Flip-Top, 240 Count", "asin": "B0DHRN8LNM", "price": "$16.99", "quantity": ""}, {"title": "Pampers Sensitive Baby Wipes, Water Based, Hypoallergenic and Unscented, 8 Flip-Top Packs, 4 Refill Packs (1008 Wipes Total)", "asin": "B0BJ13K7FR", "price": "$33.99", "quantity": ""}, {"title": "Baby Wipes, Momcozy Water Wipes-Extra Large Size Design, 99% Water Based Wipes, Unscented & Hypoallergenic, Cleansing & Moisturizing Baby Wipes for Sensitive Skin, 12 Flip-Top Packs (720 Wipes Total)", "asin": "B0C3RNMGYC", "price": "$32.99", "quantity": ""}], "comparison_items": [{"title": "Amazon Brand - Mama Bear Gentle Fragrance Free Baby Wipes, Hypoallergenic, Sensitive Skin, Unscented, 800 Count (8 Packs of 100)", "asin": "B07XMFVN95", "price": "$19.76"}, {"title": "Parent's Choice Fresh Scent Baby Wipes, 300 Count 12 PACKS pink green white Packaging", "asin": "B0CH93XKYL", "price": "$78.50"}, {"title": "Parents Choice Fragrance Free Baby Wipes 500 Count(2 packs)", "asin": "B076DM2KHR", "price": "$55.67"}, {"title": "Amazon Elements Baby Wipes, Fresh, 810 Count, Flip-Top Packs, Pack of 9", "asin": "B07H53Y33R", "price": "$23.86"}, {"title": "The Honest Company Clean Conscious Multi-Use Wipes \| Hypoallergenic + Unscented for Sensitive Skin \| Over 99% Water, Compostable, Plant Based, Baby Wipes \| Geo Mood, 288 Count", "asin": "B013C9OKVU", "price": "$18.99"}, {"title": "Hello Bello Extra Gentle Unscented Baby Wipes, Plant Based, Made with 99% Water and Aloe for Babies and Kids, 60 Count (Pack of 9) Total 540 Count", "asin": "B0B3QXGPK5", "price": "$23.52"}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-20T14:15:36.655Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:15:36.655Z\", \"action\": \"purchase\", \"action_argument\": \"B07XMFVN95\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-28T14:03:23.312Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:03:23.312Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-28T14:03:23.312Z	click	nav_bar	rule	2025-04-28T14:03:23.312Z	click	nav_bar	train	295	2025-04-28T14:03:23.312Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:03:23.312Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:15:36.655Z\", \"action\": \"purchase\", \"action_argument\": \"B07XMFVN95\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-28T14:03:23.312Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$205.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$33.15\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$59.50\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.59\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"title\": \"3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men\"},\n{\"price\": \"$32.99\"},\n{\"bullet_list\": \"3 PACK PERFECT VALUABLE,Versatile Activewear\\uff0c A variety of colors for your daily matching\\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now.\"},\n{\"asin\": \"B0D3YSHZD5\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"3 Packs-black/Dark Gray/White\"},\n{\"Size\": \"Medium\"}],\n\"promotion_items\": [{\"title\": \"\", \"asin\": \"\", \"price\": \"$279.00\", \"quantity\": \"\"},\n{\"title\": \"FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets\", \"asin\": \"B0CRQD2FXT\", \"price\": \"$27.19\", \"quantity\": \"\"},\n{\"title\": \"lomsoe 5 Pack Gym Shorts Men 5 Inch Quick Dry Mesh Shorts Men Lightweight Training Athletic Running Shorts with Pockets\", \"asin\": \"B0DR8C6KC2\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets\", \"asin\": \"B0BS3S1MHC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)\", \"asin\": \"B0BXKP7BB1\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets\", \"asin\": \"B0DN9Y7MVZ\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"Men's Lightweight Athletic Shorts with Zipper Pockets 7\\\" Gym Workout Quick Dry Running Tennis Basketball Shorts for Men Blue S\", \"asin\": \"B0DSGFRK82\", \"price\": \"$19.98\", \"quantity\": \"\"},\n{\"title\": \"5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets\", \"asin\": \"B0CRQHCFN5\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets\", \"asin\": \"B0DN9Y7MVZ\", \"price\": \"$29.99\", \"quantity\": \"\"},\n{\"title\": \"5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets\", \"asin\": \"B0CRQHCFN5\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"5 Pack: Mens Athletic Shorts, 9\\\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)\", \"asin\": \"B0C63KLZG1\", \"price\": \"$44.95\", \"quantity\": \"\"},\n{\"title\": \"SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/DN/DG(Pack of 3), XL\", \"asin\": \"B0DT3Z7J47\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets\", \"asin\": \"B0CRQD2FXT\", \"price\": \"$27.19\", \"quantity\": \"\"},\n{\"title\": \"Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets\", \"asin\": \"B0BS3S1MHC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)\", \"asin\": \"B0BXKP7BB1\", \"price\": \"$23.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-28T14:04:43.224Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$205.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$33.15", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$59.50", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.59", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men"}, {"price": "$32.99"}, {"bullet_list": "3 PACK PERFECT VALUABLE,Versatile Activewear\uff0c A variety of colors for your daily matching\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now."}, {"asin": "B0D3YSHZD5"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "3 Packs-black/Dark Gray/White"}, {"Size": "Medium"}], "promotion_items": [{"title": "", "asin": "", "price": "$279.00", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "lomsoe 5 Pack Gym Shorts Men 5 Inch Quick Dry Mesh Shorts Men Lightweight Training Athletic Running Shorts with Pockets", "asin": "B0DR8C6KC2", "price": "$37.99", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)", "asin": "B0BXKP7BB1", "price": "$23.99", "quantity": ""}, {"title": "Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets", "asin": "B0DN9Y7MVZ", "price": "$29.99", "quantity": ""}, {"title": "Men's Lightweight Athletic Shorts with Zipper Pockets 7\" Gym Workout Quick Dry Running Tennis Basketball Shorts for Men Blue S", "asin": "B0DSGFRK82", "price": "$19.98", "quantity": ""}, {"title": "5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets", "asin": "B0CRQHCFN5", "price": "$37.99", "quantity": ""}, {"title": "Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets", "asin": "B0DN9Y7MVZ", "price": "$29.99", "quantity": ""}, {"title": "5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets", "asin": "B0CRQHCFN5", "price": "$37.99", "quantity": ""}, {"title": "5 Pack: Mens Athletic Shorts, 9\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)", "asin": "B0C63KLZG1", "price": "$44.95", "quantity": ""}, {"title": "SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/DN/DG(Pack of 3), XL", "asin": "B0DT3Z7J47", "price": "$35.99", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)", "asin": "B0BXKP7BB1", "price": "$23.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:04:43.224Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-28T14:04:43.224Z	click	product_option	rule	2025-04-28T14:04:43.224Z	click	product_option	train	296	2025-04-28T14:04:43.224Z	click	product_option	<\|im_start\|>system You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>. <\|im_end\|> <\|im_start\|>user You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <\|memory_start\|> and <\|memory_end\|>), previous actions the customer has taken with timestamps (enclosed between <\|action_start\|> and <\|action_end\|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <\|observation_start\|> and <\|observation_end\|>). Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <\|actionspace_start\|> and <\|actionspace_end\|> to help guide your prediction. Please first analyze the customer's behavior patterns within the <think> </think> section, 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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$205.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$33.15", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$59.50", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.59", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men"}, {"price": "$32.99"}, {"bullet_list": "3 PACK PERFECT VALUABLE,Versatile Activewear\uff0c A variety of colors for your daily matching\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now."}, {"asin": "B0D3YSHZD5"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "3 Packs-black/Dark Gray/White"}, {"Size": "Medium"}], "promotion_items": [{"title": "", "asin": "", "price": "$279.00", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "lomsoe 5 Pack Gym Shorts Men 5 Inch Quick Dry Mesh Shorts Men Lightweight Training Athletic Running Shorts with Pockets", "asin": "B0DR8C6KC2", "price": "$37.99", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)", "asin": "B0BXKP7BB1", "price": "$23.99", "quantity": ""}, {"title": "Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets", "asin": "B0DN9Y7MVZ", "price": "$29.99", "quantity": ""}, {"title": "Men's Lightweight Athletic Shorts with Zipper Pockets 7\" Gym Workout Quick Dry Running Tennis Basketball Shorts for Men Blue S", "asin": "B0DSGFRK82", "price": "$19.98", "quantity": ""}, {"title": "5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets", "asin": "B0CRQHCFN5", "price": "$37.99", "quantity": ""}, {"title": "Hidkat Men's Athletic Shorts Lightweight Sport,Gym,Workout\uff0cRunning Jogging Shorts Quick Dry with Zipper Pockets", "asin": "B0DN9Y7MVZ", "price": "$29.99", "quantity": ""}, {"title": "5 Pack Gym Shorts for Men 7 inch, Mens Athletic Running Shorts Dry Fit & Mesh Active Workout Shorts for Men with Pockets", "asin": "B0CRQHCFN5", "price": "$37.99", "quantity": ""}, {"title": "5 Pack: Mens Athletic Shorts, 9\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)", "asin": "B0C63KLZG1", "price": "$44.95", "quantity": ""}, {"title": "SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/DN/DG(Pack of 3), XL", "asin": "B0DT3Z7J47", "price": "$35.99", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "Men's Running Shorts with Zipper Pockets 7 Inch Lightweight Quick Dry Gym Athletic Workout Shorts for Men (Khaki, XS)", "asin": "B0BXKP7BB1", "price": "$23.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:04:43.224Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-15T17:58:21.464Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-15T17:58:24.286Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:25.962Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:29.174Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:30.964Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:33.295Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:35.526Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:38.811Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:40.215Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:44.548Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:46.552Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:48.699Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:49.413Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:51.678Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:53.947Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:56.978Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:58:58.550Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:01.362Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:02.843Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-15T17:59:08.328Z\", \"action\": \"purchase\", \"action_argument\": \"B07C6GZ57N\"}\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:15:36.655Z\", \"action\": \"purchase\", \"action_argument\": \"B07XMFVN95\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-04-28T14:03:23.312Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-28T14:04:43.224Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"cart_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"price\": \"$199.00\", \"quantity\": \"1\"},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"price\": \"$29.90\", \"quantity\": \"1\"},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"price\": \"$205.61\", \"quantity\": \"1\"},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"price\": \"$19.97\", \"quantity\": \"1\"},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug\", \"asin\": \"B0BX3R5GQ1\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"price\": \"$66.49\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"price\": \"$29.00\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"price\": \"$33.15\", \"quantity\": \"1\"},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"price\": \"$62.00\", \"quantity\": \"1\"},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"price\": \"$21.86\", \"quantity\": \"1\"},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"price\": \"$20.94\", \"quantity\": \"1\"},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"price\": \"$59.50\", \"quantity\": \"1\"},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"price\": \"$24.99\", \"quantity\": \"1\"},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"price\": \"$109.00\", \"quantity\": \"1\"},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"price\": \"$15.95\", \"quantity\": \"1\"},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"price\": \"$7.59\", \"quantity\": \"1\"},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"price\": \"$89.99\", \"quantity\": \"1\"}],\n\"product_details\": [{\"title\": \"3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men\"},\n{\"price\": \"$32.99\"},\n{\"bullet_list\": \"3 PACK PERFECT VALUABLE,Versatile Activewear\\uff0c A variety of colors for your daily matching\\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now.\"},\n{\"asin\": \"B0D3YRB8ZW\"}],\n\"product_quantity\": [{\"quantity\": \"1\"}],\n\"product_options\": [{\"Color\": \"3 Packs-black/Dark Gray/White\"},\n{\"Size\": \"Medium\"}],\n\"promotion_items\": [{\"title\": \"\", \"asin\": \"\", \"price\": \"$23.92\", \"quantity\": \"\"},\n{\"title\": \"Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets\", \"asin\": \"B0BS3S1MHC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"4 Pack: Men's 8\\\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)\", \"asin\": \"B0C9N2CGL8\", \"price\": \"$40.99\", \"quantity\": \"\"},\n{\"title\": \"FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets\", \"asin\": \"B0CRQD2FXT\", \"price\": \"$27.19\", \"quantity\": \"\"},\n{\"title\": \"Aolesy Men\\u2019s 2 in 1 Running Shorts 7 Inch Quick Dry Workout Gym Shorts with Pockets Tennis Training Athletic Shorts with Liner for Men White\", \"asin\": \"B0CZN7XZKQ\", \"price\": \"$23.99\", \"quantity\": \"\"},\n{\"title\": \"TBMPOY Men's Outdoor Sports Quick Dry Gym Running Shorts Zipper Pockets, 01black, Medium\", \"asin\": \"B071F8HF7L\", \"price\": \"$19.99\", \"quantity\": \"\"},\n{\"title\": \"3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit\", \"asin\": \"B0CTS3Q2JW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large\", \"asin\": \"B07TKMPMRK\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"4 Pack: Men's 8\\\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)\", \"asin\": \"B0C9MZFC4G\", \"price\": \"$39.99\", \"quantity\": \"\"},\n{\"title\": \"3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit\", \"asin\": \"B0CTS3Q2JW\", \"price\": \"$32.99\", \"quantity\": \"\"},\n{\"title\": \"5 Pack: Mens Athletic Shorts, 9\\\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)\", \"asin\": \"B0C63KLZG1\", \"price\": \"$44.95\", \"quantity\": \"\"},\n{\"title\": \"SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/AG/LG(Pack of 3), M\", \"asin\": \"B0DT3V5ML9\", \"price\": \"$35.99\", \"quantity\": \"\"},\n{\"title\": \"Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets\", \"asin\": \"B0BS3S1MHC\", \"price\": \"$33.99\", \"quantity\": \"\"},\n{\"title\": \"COOFANDY Men's 3 Pack Running Athletic Shorts Quick Dry Workout Shorts Lightweight Fitted Gym Workout Shorts\", \"asin\": \"B0DT3Z695T\", \"price\": \"$37.99\", \"quantity\": \"\"},\n{\"title\": \"Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large\", \"asin\": \"B07TKMPMRK\", \"price\": \"$35.99\", \"quantity\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-04-28T14:04:47.977Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$205.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$33.15", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$59.50", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.59", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men"}, {"price": "$32.99"}, {"bullet_list": "3 PACK PERFECT VALUABLE,Versatile Activewear\uff0c A variety of colors for your daily matching\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now."}, {"asin": "B0D3YRB8ZW"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "3 Packs-black/Dark Gray/White"}, {"Size": "Medium"}], "promotion_items": [{"title": "", "asin": "", "price": "$23.92", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "4 Pack: Men's 8\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)", "asin": "B0C9N2CGL8", "price": "$40.99", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "Aolesy Men\u2019s 2 in 1 Running Shorts 7 Inch Quick Dry Workout Gym Shorts with Pockets Tennis Training Athletic Shorts with Liner for Men White", "asin": "B0CZN7XZKQ", "price": "$23.99", "quantity": ""}, {"title": "TBMPOY Men's Outdoor Sports Quick Dry Gym Running Shorts Zipper Pockets, 01black, Medium", "asin": "B071F8HF7L", "price": "$19.99", "quantity": ""}, {"title": "3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit", "asin": "B0CTS3Q2JW", "price": "$32.99", "quantity": ""}, {"title": "Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large", "asin": "B07TKMPMRK", "price": "$35.99", "quantity": ""}, {"title": "4 Pack: Men's 8\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)", "asin": "B0C9MZFC4G", "price": "$39.99", "quantity": ""}, {"title": "3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit", "asin": "B0CTS3Q2JW", "price": "$32.99", "quantity": ""}, {"title": "5 Pack: Mens Athletic Shorts, 9\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)", "asin": "B0C63KLZG1", "price": "$44.95", "quantity": ""}, {"title": "SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/AG/LG(Pack of 3), M", "asin": "B0DT3V5ML9", "price": "$35.99", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "COOFANDY Men's 3 Pack Running Athletic Shorts Quick Dry Workout Shorts Lightweight Fitted Gym Workout Shorts", "asin": "B0DT3Z695T", "price": "$37.99", "quantity": ""}, {"title": "Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large", "asin": "B07TKMPMRK", "price": "$35.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:04:47.977Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-04-28T14:04:47.977Z	purchase	B0D3YRB8ZW	rule	2025-04-28T14:04:47.977Z	purchase	B0D3YRB8ZW	train	297	2025-04-28T14:04:47.977Z	purchase	B0D3YRB8ZW	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-15T17:58:21.464Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-15T17:58:24.286Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:25.962Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:29.174Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:30.964Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:33.295Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:35.526Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:38.811Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:40.215Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:44.548Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:46.552Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:48.699Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:49.413Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:51.678Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:53.947Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:56.978Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:58:58.550Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:01.362Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:02.843Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-15T17:59:08.328Z", "action": "purchase", "action_argument": "B07C6GZ57N"} {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "cart_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "price": "$199.00", "quantity": "1"}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "price": "$29.90", "quantity": "1"}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "price": "$205.61", "quantity": "1"}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "price": "$19.97", "quantity": "1"}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "price": "$24.99", "quantity": "1"}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "price": "$66.49", "quantity": "1"}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "price": "$20.94", "quantity": "1"}, {"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "price": "$29.00", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "price": "$33.15", "quantity": "1"}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "price": "$62.00", "quantity": "1"}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "price": "$21.86", "quantity": "1"}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "price": "$20.94", "quantity": "1"}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "price": "$59.50", "quantity": "1"}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "price": "$24.99", "quantity": "1"}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "price": "$109.00", "quantity": "1"}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "price": "$15.95", "quantity": "1"}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "price": "$7.59", "quantity": "1"}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "price": "$89.99", "quantity": "1"}], "product_details": [{"title": "3 Pack Men's Athletic Running Shorts with Zipper Pockets,Gym Workout Basketball Hiking Shorts for Men"}, {"price": "$32.99"}, {"bullet_list": "3 PACK PERFECT VALUABLE,Versatile Activewear\uff0c A variety of colors for your daily matching\uff0cPARISDIARY mens athletic shorts will be the best affordable running shorts you\u2019ve ever bought. 3 Zipper Pockets: Unlike similar products on the market, our mens workout shorts feature 3 individual pockets, one on the back and 2 front zippered, ideal for storing your wallet, keys, smartphone or other essentials. These mens gym shorts are made using finest quality fabric blends, with 87% Polyester and 13% Spandex, being easy to wash and designed to withstand the test of time without discoloration or shrinking.Elastic waistband and adjustable inner drawstring offer different people's custom fit. Perfect for all outdoor activities like training, basketball ,football, soccer, jogging, track, cycling, climbing, hiking ,training, gym practice, bodybuilding,/ weightlifting, performance or any other type of sports activities as well as casual and loungewear. We are so confident that you will love mens athletic shorts,Select your favorite color and Add to Cart now."}, {"asin": "B0D3YRB8ZW"}], "product_quantity": [{"quantity": "1"}], "product_options": [{"Color": "3 Packs-black/Dark Gray/White"}, {"Size": "Medium"}], "promotion_items": [{"title": "", "asin": "", "price": "$23.92", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "4 Pack: Men's 8\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)", "asin": "B0C9N2CGL8", "price": "$40.99", "quantity": ""}, {"title": "FIONECA 3 Pack Men's Athletic Running Shorts 5 Inch,Quick Dry Gym Workout Shorts with Zip Pockets", "asin": "B0CRQD2FXT", "price": "$27.19", "quantity": ""}, {"title": "Aolesy Men\u2019s 2 in 1 Running Shorts 7 Inch Quick Dry Workout Gym Shorts with Pockets Tennis Training Athletic Shorts with Liner for Men White", "asin": "B0CZN7XZKQ", "price": "$23.99", "quantity": ""}, {"title": "TBMPOY Men's Outdoor Sports Quick Dry Gym Running Shorts Zipper Pockets, 01black, Medium", "asin": "B071F8HF7L", "price": "$19.99", "quantity": ""}, {"title": "3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit", "asin": "B0CTS3Q2JW", "price": "$32.99", "quantity": ""}, {"title": "Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large", "asin": "B07TKMPMRK", "price": "$35.99", "quantity": ""}, {"title": "4 Pack: Men's 8\" Athletic Running Quick Dry Mesh Shorts with Zipper Pockets (Available in Big & Tall)", "asin": "B0C9MZFC4G", "price": "$39.99", "quantity": ""}, {"title": "3 Pack Mens 2 in 1 Gym Shorts Workout Running Athletic Sport Spandex Underneath Compression Liner Exercise 7 Inch Pockets Mesh Dry Fit", "asin": "B0CTS3Q2JW", "price": "$32.99", "quantity": ""}, {"title": "5 Pack: Mens Athletic Shorts, 9\" Mesh Basketball Shorts Men Active Gym Shorts with Pockets (Set 2, X-Large)", "asin": "B0C63KLZG1", "price": "$44.95", "quantity": ""}, {"title": "SILKWORLD Running for Mens Quick Dry Athletic Shorts with Zipper Pockets Lightweight Gym Shorts, B/AG/LG(Pack of 3), M", "asin": "B0DT3V5ML9", "price": "$35.99", "quantity": ""}, {"title": "Lempue 2 Pack Workout Gym Shorts for Men 5 Inch Lightweight Running Shorts Quick Dry Sports Athletic Shorts with Pockets", "asin": "B0BS3S1MHC", "price": "$33.99", "quantity": ""}, {"title": "COOFANDY Men's 3 Pack Running Athletic Shorts Quick Dry Workout Shorts Lightweight Fitted Gym Workout Shorts", "asin": "B0DT3Z695T", "price": "$37.99", "quantity": ""}, {"title": "Anthem Athletics Hyperflex 7 Inch Men's Workout Shorts - Zipper Pocket Short for Running, Athletic & Gym Training - Iron Navy G2 - Large", "asin": "B07TKMPMRK", "price": "$35.99", "quantity": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-04-28T14:04:47.977Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:15:36.655Z\", \"action\": \"purchase\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-28T14:03:23.312Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-28T14:04:43.224Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-28T14:04:47.977Z\", \"action\": \"purchase\", \"action_argument\": \"B0D3YRB8ZW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-05-03T18:50:42.591Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-05-03T18:50:42.591Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-05-03T18:50:42.591Z	click	nav_bar	rule	2025-05-03T18:50:42.591Z	click	nav_bar	train	298	2025-05-03T18:50:42.591Z	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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"} <\|memory_end\|> <\|action_start\|> <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-05-03T18:50:42.591Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </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 UI interface button or clickable element on the Amazon website.\nAction Argument: The clickable_name is one of the UI interface buttons or clickable elements including \"review\", \"search\", \"product_option\", \"other\", \"nav_bar\", \"quantity\", \"page_related\", \"suggested_term\", \"cart_side_bar\", \"cart_page_select\", and \"filter\". Select one of these buttons or clickable elements as action argument.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click\",\n\"action_argument\": \"clickable_name\",\n}\n\n3. click_product:\nAction: Click on product links or product images.\nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"click_product\",\n\"action_argument\": \"product_asin\",\n}\n\n4. purchase:\nAction: indicate intent to purchase by clicking on any purchase-related button. This includes clicking \"Add to Cart\", \"Buy Now\", \"Set Subscription\", or \"Checkout\" buttons for specific products. \nAction Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.\n{\n\"timestamp\": \"timestamp\",\n\"action\": \"purchase\",\n\"action_argument\": \"product_asin\",\n}\n<\|actionspace_end\|>\n\n<\|memory_start\|>\n{\"timestamp\": \"2025-04-17T22:49:24.263Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:49:54.359Z\", \"action\": \"click_product\", \"action_argument\": \"B08WPL7247\"}\n{\"timestamp\": \"2025-04-17T22:50:28.371Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\"}\n{\"timestamp\": \"2025-04-17T22:50:28.467Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-17T22:50:30.901Z\", \"action\": \"click_product\", \"action_argument\": \"B07DBY2X24\"}\n{\"timestamp\": \"2025-04-17T22:50:37.707Z\", \"action\": \"click\", \"action_argument\": \"other\"}\n{\"timestamp\": \"2025-04-17T22:50:47.491Z\", \"action\": \"input\", \"action_argument\": \"\\u5999\\u754c\\u80a9\\u9888\\u6309\\u6469\\u4eea\"}\n{\"timestamp\": \"2025-04-20T00:02:46.682Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:14.894Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T00:04:19.068Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T00:04:32.784Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:04:40.906Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:40.942Z\", \"action\": \"click\", \"action_argument\": \"cart_page_select\"}\n{\"timestamp\": \"2025-04-20T00:04:42.099Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-20T00:05:06.004Z\", \"action\": \"click\", \"action_argument\": \"quantity\"}\n{\"timestamp\": \"2025-04-20T00:05:11.911Z\", \"action\": \"purchase\", \"action_argument\": \"B00XKXN8RQ, B00XKXKG94\"}\n{\"timestamp\": \"2025-04-20T05:58:54.535Z\", \"action\": \"input\", \"action_argument\": \"\\u9ad8\\u9886\\u6bdb\\u8863\"}\n{\"timestamp\": \"2025-04-20T05:58:54.945Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T05:59:08.848Z\", \"action\": \"click_product\", \"action_argument\": \"B0D95FMZ3G\"}\n{\"timestamp\": \"2025-04-20T05:59:12.097Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T06:02:29.206Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:29.485Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:33.402Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b \\u4e1d\\u7ef8\"}\n{\"timestamp\": \"2025-04-20T06:02:38.878Z\", \"action\": \"input\", \"action_argument\": \"\\u886c\\u886b\"}\n{\"timestamp\": \"2025-04-20T06:02:39.112Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:02:44.299Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:44.830Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:48.254Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:02:52.076Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:05.766Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:03:06.040Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:12.001Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:12.844Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:03:37.104Z\", \"action\": \"input\", \"action_argument\": \"shirt silver\"}\n{\"timestamp\": \"2025-04-20T06:03:38.959Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:49.386Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:03:50.864Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:03:51.205Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:04.326Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:06.039Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:14.914Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.077Z\", \"action\": \"input\", \"action_argument\": \"shirt silk\"}\n{\"timestamp\": \"2025-04-20T06:04:15.122Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:16.690Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:17.880Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:18.206Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:24.104Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:26.603Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:30.575Z\", \"action\": \"click\", \"action_argument\": \"filter\"}\n{\"timestamp\": \"2025-04-20T06:04:43.706Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:43.802Z\", \"action\": \"click\", \"action_argument\": \"suggested_term\"}\n{\"timestamp\": \"2025-04-20T06:04:49.593Z\", \"action\": \"input\", \"action_argument\": \"shirt for men\"}\n{\"timestamp\": \"2025-04-20T06:04:49.939Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T06:04:55.425Z\", \"action\": \"input\", \"action_argument\": \"shirt\"}\n{\"timestamp\": \"2025-04-20T06:04:55.829Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:41.979Z\", \"action\": \"input\", \"action_argument\": \"\\u773c\\u7528\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:42.190Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:49.255Z\", \"action\": \"input\", \"action_argument\": \"\\u6e7f\\u5dfe\"}\n{\"timestamp\": \"2025-04-20T14:13:49.509Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:13:57.346Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:14:14.950Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-20T14:14:37.980Z\", \"action\": \"input\", \"action_argument\": \"Baby Wipes Sensitive\"}\n{\"timestamp\": \"2025-04-20T14:14:38.237Z\", \"action\": \"click\", \"action_argument\": \"search\"}\n{\"timestamp\": \"2025-04-20T14:14:42.108Z\", \"action\": \"click_product\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-20T14:15:34.925Z\", \"action\": \"click\", \"action_argument\": \"review\"}\n{\"timestamp\": \"2025-04-20T14:15:36.655Z\", \"action\": \"purchase\", \"action_argument\": \"B07XMFVN95\"}\n{\"timestamp\": \"2025-04-28T14:03:23.312Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n{\"timestamp\": \"2025-04-28T14:04:43.224Z\", \"action\": \"click\", \"action_argument\": \"product_option\"}\n{\"timestamp\": \"2025-04-28T14:04:47.977Z\", \"action\": \"purchase\", \"action_argument\": \"B0D3YRB8ZW\"}\n<\|memory_end\|>\n\n<\|action_start\|>\n{\"timestamp\": \"2025-05-03T18:50:42.591Z\", \"action\": \"click\", \"action_argument\": \"nav_bar\"}\n<\|action_end\|>\n\n<\|observation_start\|>\nYour context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.\n\"search_term\": [{\"term\": \"\"}],\n\"promotion_items\": [{\"title\": \"Frito Lay Party Mix Variety Pack, (Pack of 40)\", \"asin\": \"B076H2J9TZ\", \"price\": \"$22.43\", \"quantity\": \"\"},\n{\"title\": \"Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery\", \"asin\": \"B0BNCSW964\", \"price\": \"$16.98\", \"quantity\": \"\"},\n{\"title\": \"NEST New York Scented Classic Candle, Wild Mint & Eucalyptus - 8.1 oz - Up to 60-Hour Burn Time - Reusable Glass Vessel\", \"asin\": \"B08VC89HHW\", \"price\": \"$40.80\", \"quantity\": \"\"},\n{\"title\": \"Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue\", \"asin\": \"B07BGLT25K\", \"price\": \"$6.39\", \"quantity\": \"\"},\n{\"title\": \"Kensington Expert Wireless Trackball Mouse (K72359WW) Black, 3.5\\\" x 6.1\\\" x 8\\\"\", \"asin\": \"B01936N73I\", \"price\": \"$86.06\", \"quantity\": \"\"},\n{\"title\": \"RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White\", \"asin\": \"B082W886W9\", \"price\": \"$28.99\", \"quantity\": \"\"},\n{\"title\": \"Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz\", \"asin\": \"/promo/A7UKKYHPLQOP0\", \"price\": \"$9.87\", \"quantity\": \"\"},\n{\"title\": \"ZhaoCo Universal Case Cover for 6''-6.8\\\" Inch eReaders Ebook Vertical and Horizontal Viewing - Green\", \"asin\": \"B0BD4J89NW\", \"price\": \"$9.99\", \"quantity\": \"\"},\n{\"title\": \"eos Shea Better Body Lotion- Vanilla Cashmere, 24-Hour Moisture Skin Care, Lightweight & Non-Greasy, Made with Natural Shea, Vegan, 16 fl oz\", \"asin\": \"B08KT2Z93D\", \"price\": \"$9.97\", \"quantity\": \"\"},\n{\"title\": \"Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities\", \"asin\": \"af304222\", \"price\": \"$11.97\", \"quantity\": \"\"},\n{\"title\": \"Amazon Basics 2-Ply Toilet Paper, 6 Rolls (1 Packs of 6), Equivalent to 25 regular rolls\", \"asin\": \"B0CGWF2BRF\", \"price\": \"$6.31\", \"quantity\": \"\"},\n{\"title\": \"CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce\", \"asin\": \"B00TTD9BRC\", \"price\": \"$18.39\", \"quantity\": \"\"},\n{\"title\": \"Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz\", \"asin\": \"/promo/A39U1FSRQFK6RF\", \"price\": \"$10.97\", \"quantity\": \"\"},\n{\"title\": \"Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor\", \"asin\": \"B005PLQIQ4\", \"price\": \"$8.99\", \"quantity\": \"\"}],\n\"active_items\": [{\"title\": \"Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray\", \"asin\": \"B0CDBYFH81\", \"delivery\": \"FREE delivery Tue, May 6 FREE Returns\", \"quantity\": \"1\", \"selected\": true, \"options\": []},\n{\"title\": \"30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \\u827e\\u8349\\u751f\\u59dc\\u4e2d\\u836f\\u6ce1\\u811a\\u5305900g\", \"asin\": \"B0BJVKP7NN\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"Mugwort ginger\"}]},\n{\"title\": \"HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty\", \"asin\": \"B083MW6QVX\", \"delivery\": \"FREE delivery Tue, May 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Style\": \"Printed Keycaps\"}, {\"Color\": \"White\"}]},\n{\"title\": \"10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total\", \"asin\": \"B0BJV57QW7\", \"delivery\": \"One-Day FREE delivery Tomorrow, May 4 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"10Packs, 2800Sheets in Total\"}]},\n{\"title\": \"AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug\", \"asin\": \"B0BX3R5GQ1\", \"delivery\": \"One-Day FREE delivery Tomorrow, May 4 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Midnight Gray\"}]},\n{\"title\": \"TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb\", \"asin\": \"B0CYBPMHPX\", \"delivery\": \"FREE delivery Tue, May 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": []},\n{\"title\": \"Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3\", \"asin\": \"B01HTJTV40\", \"delivery\": \"One-Day FREE delivery Tomorrow, May 4 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz\", \"asin\": \"B004JVSGWU\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"1.7 Fl Oz / 50 ml\"}]},\n{\"title\": \"NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free\", \"asin\": \"B08VCF6QZ1\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Scent\": \"Wild Mint & Eucalyptus\"}]},\n{\"title\": \"Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)\", \"asin\": \"B072M1NC4M\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Flavor Name\": \"Classic\"}, {\"Size\": \"40 Count (Pack of 1)\"}]},\n{\"title\": \"Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz\", \"asin\": \"B01HTJTV4U\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"20.3 Fl Oz (Pack of 3)\"}]},\n{\"title\": \"Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz\", \"asin\": \"B00C6SV33M\", \"delivery\": \"FREE delivery Wed, May 7 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"4.2 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\", \"asin\": \"B0746Z6M9C\", \"delivery\": \"FREE delivery Tue, May 6 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15\\\"-15.5\\\" Neck 32\\\"-33\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501\", \"asin\": \"B07VX92QYW\", \"delivery\": \"$15 delivery May 8 - 9 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"15.5\\\" Neck 32\\\" Sleeve\"}, {\"Color\": \"White\"}]},\n{\"title\": \"Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz\", \"asin\": \"B07VKK1CN9\", \"delivery\": \"One-Day FREE delivery Tomorrow, May 4 FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"100ml\"}, {\"Color\": \"Lavender\"}]},\n{\"title\": \"Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L\", \"asin\": \"B005IHSPLQ\", \"delivery\": \"Overnight FREE delivery Overnight 4\\u202fAM - 8\\u202fAM on $25 of qualifying items FREE Returns\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Size\": \"33.8 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)\", \"asin\": \"B0B8VT2BLM\", \"delivery\": \"$79.99 delivery May 8 - 12\", \"quantity\": \"1\", \"selected\": false, \"options\": [{\"Color\": \"Red\"}, {\"Size\": \"26 Inch\"}]}],\n\"saved_items\": [{\"title\": \"La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz\", \"asin\": \"B017LJYDO6\", \"options\": [{\"Style\": \"Orange Trio\"}, {\"Size\": \"3 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included\", \"asin\": \"B0DD9BLCY4\", \"options\": []},\n{\"title\": \"Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain\", \"asin\": \"B08B2NZSLR\", \"options\": [{\"Flavor Name\": \"rolled oats\"}, {\"Size\": \"2.5 Pound (Pack of 2)\"}]},\n{\"title\": \"FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red\", \"asin\": \"B0BBV6FBYH\", \"options\": []},\n{\"title\": \"Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black\", \"asin\": \"B09XS7JWHH\", \"options\": [{\"Color\": \"Black\"}, {\"Size\": \"One Size\"}, {\"Style\": \"Headphones\"}]},\n{\"title\": \"No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce\", \"asin\": \"B000VOJ9BG\", \"price\": \"$109.99\", \"options\": [{\"Scent\": \"CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM\"}, {\"Size\": \"3.4 Fl Oz (Pack of 1)\"}]},\n{\"title\": \"life2O DoubleCheck \\u2713\\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More\", \"asin\": \"B0BRQG9C7Z\", \"price\": \"$15.95\", \"options\": []},\n{\"title\": \"Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils\", \"asin\": \"B0CRC94B2L\", \"options\": []},\n{\"title\": \"Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge\", \"asin\": \"B0CJ9GNP73\", \"options\": []},\n{\"title\": \"MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)\", \"asin\": \"B0CKR5RR2Z\", \"options\": []}]\n<\|observation_end\|>\n\n# Output Format\nPlease provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):\n\"<answer>\n{\n\"timestamp\": \"2025-05-03T18:51:36.990Z\", // the timestamp when this action occurs.\n\"action\": \"string\", // select one plausible action from: input, click_product, purchase, or click.\n\"acion_argument\": \"string\", // select appropriate value based on action type: input_text, product_asin, clickable_name.\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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-03T18:50:42.591Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "promotion_items": [{"title": "Frito Lay Party Mix Variety Pack, (Pack of 40)", "asin": "B076H2J9TZ", "price": "$22.43", "quantity": ""}, {"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""}, {"title": "NEST New York Scented Classic Candle, Wild Mint & Eucalyptus - 8.1 oz - Up to 60-Hour Burn Time - Reusable Glass Vessel", "asin": "B08VC89HHW", "price": "$40.80", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$6.39", "quantity": ""}, {"title": "Kensington Expert Wireless Trackball Mouse (K72359WW) Black, 3.5\" x 6.1\" x 8\"", "asin": "B01936N73I", "price": "$86.06", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$28.99", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A7UKKYHPLQOP0", "price": "$9.87", "quantity": ""}, {"title": "ZhaoCo Universal Case Cover for 6''-6.8\" Inch eReaders Ebook Vertical and Horizontal Viewing - Green", "asin": "B0BD4J89NW", "price": "$9.99", "quantity": ""}, {"title": "eos Shea Better Body Lotion- Vanilla Cashmere, 24-Hour Moisture Skin Care, Lightweight & Non-Greasy, Made with Natural Shea, Vegan, 16 fl oz", "asin": "B08KT2Z93D", "price": "$9.97", "quantity": ""}, {"title": "Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "af304222", "price": "$11.97", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 6 Rolls (1 Packs of 6), Equivalent to 25 regular rolls", "asin": "B0CGWF2BRF", "price": "$6.31", "quantity": ""}, {"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$18.39", "quantity": ""}, {"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A39U1FSRQFK6RF", "price": "$10.97", "quantity": ""}, {"title": "Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor", "asin": "B005PLQIQ4", "price": "$8.99", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Wed, May 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery May 8 - 9 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery May 8 - 12", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "options": []}, {"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": []}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$109.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": []}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-05-03T18:51:36.990Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>	2025-05-03T18:51:36.990Z	click_product	B0CDBYFH81	rule	2025-05-03T18:51:36.990Z	click_product	B0CDBYFH81	train	299	2025-05-03T18:51:36.990Z	click_product	B0CDBYFH81	<\|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 UI interface button or clickable element on the Amazon website. Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument. { "timestamp": "timestamp", "action": "click", "action_argument": "clickable_name", } 3. click_product: Action: Click on product links or product images. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product. { "timestamp": "timestamp", "action": "click_product", "action_argument": "product_asin", } 4. purchase: Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased. { "timestamp": "timestamp", "action": "purchase", "action_argument": "product_asin", } <\|actionspace_end\|> <\|memory_start\|> {"timestamp": "2025-04-17T22:49:24.263Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:49:54.359Z", "action": "click_product", "action_argument": "B08WPL7247"} {"timestamp": "2025-04-17T22:50:28.371Z", "action": "input", "action_argument": "\u5999\u754c"} {"timestamp": "2025-04-17T22:50:28.467Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-17T22:50:30.901Z", "action": "click_product", "action_argument": "B07DBY2X24"} {"timestamp": "2025-04-17T22:50:37.707Z", "action": "click", "action_argument": "other"} {"timestamp": "2025-04-17T22:50:47.491Z", "action": "input", "action_argument": "\u5999\u754c\u80a9\u9888\u6309\u6469\u4eea"} {"timestamp": "2025-04-20T00:02:46.682Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:14.894Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T00:04:19.068Z", "action": "purchase", "action_argument": "B00XKXKG94"} {"timestamp": "2025-04-20T00:04:32.784Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:04:40.906Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:40.942Z", "action": "click", "action_argument": "cart_page_select"} {"timestamp": "2025-04-20T00:04:42.099Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-20T00:05:06.004Z", "action": "click", "action_argument": "quantity"} {"timestamp": "2025-04-20T00:05:11.911Z", "action": "purchase", "action_argument": "B00XKXN8RQ, B00XKXKG94"} {"timestamp": "2025-04-20T05:58:54.535Z", "action": "input", "action_argument": "\u9ad8\u9886\u6bdb\u8863"} {"timestamp": "2025-04-20T05:58:54.945Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T05:59:08.848Z", "action": "click_product", "action_argument": "B0D95FMZ3G"} {"timestamp": "2025-04-20T05:59:12.097Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T06:02:29.206Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:29.485Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:33.402Z", "action": "input", "action_argument": "\u886c\u886b \u4e1d\u7ef8"} {"timestamp": "2025-04-20T06:02:38.878Z", "action": "input", "action_argument": "\u886c\u886b"} {"timestamp": "2025-04-20T06:02:39.112Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:02:44.299Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:44.830Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:48.254Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:02:52.076Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:05.766Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:03:06.040Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:12.001Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:12.844Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:03:37.104Z", "action": "input", "action_argument": "shirt silver"} {"timestamp": "2025-04-20T06:03:38.959Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:49.386Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:03:50.864Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:03:51.205Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:04.326Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:06.039Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:14.914Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.077Z", "action": "input", "action_argument": "shirt silk"} {"timestamp": "2025-04-20T06:04:15.122Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:16.690Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:17.880Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:18.206Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:24.104Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:26.603Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:30.575Z", "action": "click", "action_argument": "filter"} {"timestamp": "2025-04-20T06:04:43.706Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:43.802Z", "action": "click", "action_argument": "suggested_term"} {"timestamp": "2025-04-20T06:04:49.593Z", "action": "input", "action_argument": "shirt for men"} {"timestamp": "2025-04-20T06:04:49.939Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T06:04:55.425Z", "action": "input", "action_argument": "shirt"} {"timestamp": "2025-04-20T06:04:55.829Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:41.979Z", "action": "input", "action_argument": "\u773c\u7528\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:42.190Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:49.255Z", "action": "input", "action_argument": "\u6e7f\u5dfe"} {"timestamp": "2025-04-20T14:13:49.509Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:13:57.346Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:14:14.950Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-20T14:14:37.980Z", "action": "input", "action_argument": "Baby Wipes Sensitive"} {"timestamp": "2025-04-20T14:14:38.237Z", "action": "click", "action_argument": "search"} {"timestamp": "2025-04-20T14:14:42.108Z", "action": "click_product", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-20T14:15:34.925Z", "action": "click", "action_argument": "review"} {"timestamp": "2025-04-20T14:15:36.655Z", "action": "purchase", "action_argument": "B07XMFVN95"} {"timestamp": "2025-04-28T14:03:23.312Z", "action": "click", "action_argument": "nav_bar"} {"timestamp": "2025-04-28T14:04:43.224Z", "action": "click", "action_argument": "product_option"} {"timestamp": "2025-04-28T14:04:47.977Z", "action": "purchase", "action_argument": "B0D3YRB8ZW"} <\|memory_end\|> <\|action_start\|> {"timestamp": "2025-05-03T18:50:42.591Z", "action": "click", "action_argument": "nav_bar"} <\|action_end\|> <\|observation_start\|> Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action. "search_term": [{"term": ""}], "promotion_items": [{"title": "Frito Lay Party Mix Variety Pack, (Pack of 40)", "asin": "B076H2J9TZ", "price": "$22.43", "quantity": ""}, {"title": "Collapsible Foot Bath Basin for Soaking Feet,Foot Soak Tub,Plastic Foot Bucket with Handles and Massage Acupoint,Foldable Laundry Basket-Gery", "asin": "B0BNCSW964", "price": "$16.98", "quantity": ""}, {"title": "NEST New York Scented Classic Candle, Wild Mint & Eucalyptus - 8.1 oz - Up to 60-Hour Burn Time - Reusable Glass Vessel", "asin": "B08VC89HHW", "price": "$40.80", "quantity": ""}, {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "B07BGLT25K", "price": "$6.39", "quantity": ""}, {"title": "Kensington Expert Wireless Trackball Mouse (K72359WW) Black, 3.5\" x 6.1\" x 8\"", "asin": "B01936N73I", "price": "$86.06", "quantity": ""}, {"title": "RENPHO Body Measuring Tape, Smart Tape Measure for Weight Loss, Bluetooth Fitness Equipment with App, Measuring Waist, Hip, Bust, Arms, Muscle Gain, Retractable, 60in /150cm, White", "asin": "B082W886W9", "price": "$28.99", "quantity": ""}, {"title": "Dove Body Wash with Pump Sensitive Skin For 24hr Lotion-Soft Skin Moisturizing Skin Cleanser Gentle Hypoallergenic Formula with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A7UKKYHPLQOP0", "price": "$9.87", "quantity": ""}, {"title": "ZhaoCo Universal Case Cover for 6''-6.8\" Inch eReaders Ebook Vertical and Horizontal Viewing - Green", "asin": "B0BD4J89NW", "price": "$9.99", "quantity": ""}, {"title": "eos Shea Better Body Lotion- Vanilla Cashmere, 24-Hour Moisture Skin Care, Lightweight & Non-Greasy, Made with Natural Shea, Vegan, 16 fl oz", "asin": "B08KT2Z93D", "price": "$9.97", "quantity": ""}, {"title": "Crest 3D White Advanced Luminous Mint Teeth Whitening Toothpaste, Crest Toothpaste, 3.7 oz Pack of 4 - Helps Remove Surface Stains, Whitens Teeth, Strengthens Tooth Enamel, Protects Against Cavities", "asin": "af304222", "price": "$11.97", "quantity": ""}, {"title": "Amazon Basics 2-Ply Toilet Paper, 6 Rolls (1 Packs of 6), Equivalent to 25 regular rolls", "asin": "B0CGWF2BRF", "price": "$6.31", "quantity": ""}, {"title": "CeraVe Moisturizing Cream, Body and Face Moisturizer for Dry Skin, Body Cream with Hyaluronic Acid and Ceramides, Daily Moisturizer, Oil-Free, Fragrance Free, Non-Comedogenic, 19 Ounce", "asin": "B00TTD9BRC", "price": "$18.39", "quantity": ""}, {"title": "Dove Body Wash with Pump Deep Moisture for 24hr Lotion-Soft Skin Moisture Moisturizing Skin Cleanser with No Sulfates No Parabens 30.6 oz", "asin": "/promo/A39U1FSRQFK6RF", "price": "$10.97", "quantity": ""}, {"title": "Crest + Scope Whitening Toothpaste - Pack of 3, 5.4 Oz Tubes - Anticavity Fluoride Toothpaste, Fresh Breath, Kills Germs - Tartar Protection, Enamel Protection - Minty Fresh Flavor", "asin": "B005PLQIQ4", "price": "$8.99", "quantity": ""}], "active_items": [{"title": "Meebook E-Reader M7 \| 6.8' Eink Carta Screen \| 300PPI Smart Light \| Android 11 \| Ouad Core Processor \| Out Speaker \| Support Google Play Store \| 3GB+32GB Storage \| Micro-SD Slot \| Gray", "asin": "B0CDBYFH81", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": true, "options": []}, {"title": "30 Pack Ginger Herbal Foot Soak Spa - 900g Natural Plant Blend with Mugwort & Saffron, Relaxing Aromatherapy Bath for Home Wellness Routine \u827e\u8349\u751f\u59dc\u4e2d\u836f\u6ce1\u811a\u5305900g", "asin": "B0BJVKP7NN", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Mugwort ginger"}]}, {"title": "HHKB - Happy Hacking Keyboard Professional Classic (Wired, USB-C, Mac, Windows, White, Printed) with 2 Year Advance Exchange Warranty", "asin": "B083MW6QVX", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "Printed Keycaps"}, {"Color": "White"}]}, {"title": "10 Packs Soft Small Facial Tissue, Disposable Facial Napkin, Wood Pulp Fiber Material NOT COTTON, Facial Towel, White Facial Paper Tissue, 4-Ply, 10 Pack, 280 Sheets per Pack, 2800 Sheet In Total", "asin": "B0BJV57QW7", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "10Packs, 2800Sheets in Total"}]}, {"title": "AQUAFIT Half Gallon Water Bottle with Time Marker - Straw & Chug Lid - Motivational 64 oz BPA Free B Ombre Jug", "asin": "B0BX3R5GQ1", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Midnight Gray"}]}, {"title": "TIPRE Smart Scale for Body Weight 8-Electrode Digital Weight Scale for Body Fat Bathroom Scale with BMI Full Body Composition Analysis with Bluetooth Health Monitor for Weight Loss, 400lb", "asin": "B0CYBPMHPX", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": []}, {"title": "Vaseline Intensive Care Unscented Advanced Repair Body Lotion - Ultra-Hydrating with Lipids for Extremely Dry Skin, 20.3 oz, Pack of 3", "asin": "B01HTJTV40", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 1.7 fl oz", "asin": "B004JVSGWU", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1.7 Fl Oz / 50 ml"}]}, {"title": "NEST New York Reed Diffuser, Wild Mint & Eucalyptus - 5.9 fl oz - Fragrance for Up to 90 Days - Reusable, Refillable Glass Holder - Includes 8 All-Natural Reed Sticks - Flame Free", "asin": "B08VCF6QZ1", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM FREE Returns", "quantity": "1", "selected": false, "options": [{"Scent": "Wild Mint & Eucalyptus"}]}, {"title": "Lay's Potato Chips, Classic, 1 Ounce (Pack of 40)", "asin": "B072M1NC4M", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Flavor Name": "Classic"}, {"Size": "40 Count (Pack of 1)"}]}, {"title": "Vaseline Intensive Care Body Lotion Cocoa Radiant 3 count for Dry Skin Lotion Made with Ultra-Hydrating Lipids and Pure Cocoa Butter for a Long-Lasting, Radiant Glow 20.3 Oz", "asin": "B01HTJTV4U", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "20.3 Fl Oz (Pack of 3)"}]}, {"title": "Kiehl's Ultra Facial Cream, with 4.5% Squalane to Strengthen Skin's Moisture Barrier, Skin Feels Softer and Smoother, Long-Lasting Hydration, Easy and Fast-Absorbing, All Skin Types - 4.2 fl oz", "asin": "B00C6SV33M", "delivery": "FREE delivery Wed, May 7 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4.2 Fl Oz (Pack of 1)"}]}, {"title": "IZOD Men's Dress Shirt Regular Fit Stretch Solid Spread Collar, White, 15\"-15.5\" Neck 32\"-33\" Sleeve", "asin": "B0746Z6M9C", "delivery": "FREE delivery Tue, May 6 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15\"-15.5\" Neck 32\"-33\" Sleeve"}, {"Color": "White"}]}, {"title": "Paul Fredrick Men's Tailored Fit Cotton Non-Iron Pinpoint Cotton Dress Shirt White 15.5/32 DT1501", "asin": "B07VX92QYW", "delivery": "$15 delivery May 8 - 9 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "15.5\" Neck 32\" Sleeve"}, {"Color": "White"}]}, {"title": "Air Jungles Lavender Scent Reed Diffuser Set with Sticks, Essential Incense Oil Air Freshener for Bathroom, Office, Gym, and Bedroom Fragrance, 3.4 fl. oz", "asin": "B07VKK1CN9", "delivery": "One-Day FREE delivery Tomorrow, May 4 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "100ml"}, {"Color": "Lavender"}]}, {"title": "Listerine Cool Mint Alcohol Free Mouthwash, Oral Rinse to Kill 99.9% of Germs That Cause Bad Breath for Fresh Breath & Clean Mouth, Less Intense Taste, Cool Mint Flavor, 1 L", "asin": "B005IHSPLQ", "delivery": "Overnight FREE delivery Overnight 4\u202fAM - 8\u202fAM on $25 of qualifying items FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "33.8 Fl Oz (Pack of 1)"}]}, {"title": "Ktaxon Mountain Bike 26 Inch Men & Women Mountain Bike 21-Speed Adult Bikes, Double Disc Brake, Suspension Fork,High Carbon Steel Frame (Black/Red)", "asin": "B0B8VT2BLM", "delivery": "$79.99 delivery May 8 - 12", "quantity": "1", "selected": false, "options": [{"Color": "Red"}, {"Size": "26 Inch"}]}], "saved_items": [{"title": "La Chatelaine Hand Cream Trio Tin, Gifts for Mom, Natural Hand Lotion Gift Set, Made in France with 20% Organic Shea Butter, Nourishing & Moisturizing (Gardenia, Orange Blossom, Oud Rose) 3 x 1 fl. oz", "asin": "B017LJYDO6", "options": [{"Style": "Orange Trio"}, {"Size": "3 Fl Oz (Pack of 1)"}]}, {"title": "Homedics Smart Space Essential Collapsible Footbath, Invigorating Bubble Massage, Heatkeep Technology, Patented Collapsible Design, Safety-Lock System, Safe for Bath Salts, Bath Salts Included", "asin": "B0DD9BLCY4", "options": []}, {"title": "Terrasoul Superfoods Organic Rolled Oats, 5 lbs - Gluten-Free \| Old-Fashioned \| Whole Grain", "asin": "B08B2NZSLR", "options": [{"Flavor Name": "rolled oats"}, {"Size": "2.5 Pound (Pack of 2)"}]}, {"title": "FILCO Majestouch 3 Full Size Double Shot PBT Mechanical Keyboard Cherry MX Silent Red", "asin": "B0BBV6FBYH", "options": []}, {"title": "Sony WH-1000XM5 The Best Wireless Noise Canceling Headphones, Auto NC Optimizer, 30-Hour Battery, Alexa Voice Control, Black", "asin": "B09XS7JWHH", "options": [{"Color": "Black"}, {"Size": "One Size"}, {"Style": "Headphones"}]}, {"title": "No. 5 by Chanel for Women, Eau De Parfum Spray, 3.4 Ounce", "asin": "B000VOJ9BG", "price": "$109.99", "options": [{"Scent": "CHANEL NO.5 3.4 FL OZ 100mL EAU DE PARFUM"}, {"Size": "3.4 Fl Oz (Pack of 1)"}]}, {"title": "life2O DoubleCheck \u2713\u2713 Uric Acid Urine Test Strips, 50x More Dependable Urinalysis Testing Kit for Gout, Kidney Function, Dietary Intake, Metabolism, Kidney Stones and More", "asin": "B0BRQG9C7Z", "price": "$15.95", "options": []}, {"title": "Car Air Freshener by NV Aroma Perfume\| Car air freshener with Luxury in Every Diffuser\| Alcohol-Free car Perfume - Cologne Le'Santal Unisex with Vent Clip\| Car Odor Eliminator with perfumed Oils", "asin": "B0CRC94B2L", "options": []}, {"title": "Jasmine Incense Sticks, Organic Hand Dipped Incense, Natural Herbs & Aromatic Ingredients, Contain 40 Sticks Inside, Burn Time 45-60 Min, Spiritual Gifts, Incense by Karma Pledge", "asin": "B0CJ9GNP73", "options": []}, {"title": "MarKnig Hardtail Mountian Bikes with 21 Speeds Drivetrain for Adult/Youth, 26 Inch Mens Womens MTB with Widened Carbon Steel Frame, Front Suspension, Commuting Bikes with V Brakes (X5 Black)", "asin": "B0CKR5RR2Z", "options": []}] <\|observation_end\|> # Output Format Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer): "<answer> { "timestamp": "2025-05-03T18:51:36.990Z", // the timestamp when this action occurs. "action": "string", // select one plausible action from: input, click_product, purchase, or click. "acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name. } </answer>" <\|im_end\|> <\|im_start\|>assistant <think>

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