<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "}
{"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"}
{"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"}
{"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"}
{"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"}
{"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"}
{"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"}
{"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"}
{"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"}
{"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"}
{"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"}
{"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"}
{"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"}
{"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"}
{"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"}
<|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": "bed comforter"
}
  ],
  "cart_items": [
    {"title": "MIULEE \u62b1\u6795\u57ab\u4f18\u8d28\u6795\u5957\u957f\u65b9\u5f62\u88c5\u9970\u9760\u57ab\u5e8a\u6c99\u53d1\u6c99\u53d1 12x20 \u82f1\u5bf8", "asin": "B083LMRXJC", "price": "8.54\u7f8e\u5143", "quantity": "1"},
    {"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"},
    {"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"},
    {"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"},
    {"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"},
    {"title": "EcoTools \u5e72\u6027\u8eab\u4f53\u5237\uff0c\u65e0\u52a8\u7269\u5b9e\u9a8c\u5237\u6bdb\uff0c\u53ef\u53bb\u9664\u89d2\u8d28\u5e76\u629a\u5e73\u808c\u80a4\uff0c\u5e72\u5237\u53ef\u53bb\u9664\u5e72\u71e5\u76ae\u80a4\uff0c\u6709\u52a9\u4e8e\u6539\u5584\u8840\u6db2\u5faa\u73af\u548c\u80a4\u8272\uff0c\u73af\u4fdd\u62a4\u80a4\u5de5\u5177\uff0c\u7eaf\u7d20\uff0c1 \u652f", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Almooni \u5929\u7136\u4e1d\u74dc\u53bb\u89d2\u8d28\u8eab\u4f53\u78e8\u7802\u818f\uff0c\u91c7\u7528\u5929\u7136\u57c3\u53ca\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\u5236\u6210\uff0c\u7537\u5973\u7686\u5b9c\u7684\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\uff0c\u53ef\u7528\u4e8e\u9762\u90e8\u548c\u8eab\u4f53\uff0c\u8ba9\u60a8\u6e05\u6d01 - 2 \u4e2a\uff081 \u5305\uff09", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Dawn Platinum Powerwash \u6d17\u7897\u55b7\u96fe\uff0c\u6d17\u7897\u7682\uff0c\u82f9\u679c\u9999\u5473\uff0c16 \u76ce\u53f8", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"},
    {"title": "Lysol \u591a\u529f\u80fd\u6e05\u6d01\u55b7\u96fe\uff0c\u591a\u7528\u9014\u6d88\u6bd2\u55b7\u96fe\uff0c\u53a8\u623f\u548c\u6d74\u5ba4\u6e05\u6d01\u5242\uff0c\u8292\u679c\u548c\u8299\u84c9\u9999\u5473\uff0c32 \u6db2\u91cf\u76ce\u53f8", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"},
    {"title": "Dawn EZ-Squeeze Ultra \u6d17\u7897\u7682\uff0c\u6d17\u7897\u6db2\uff0c\u539f\u88c5\uff0c\u6d17\u7897\u7682\u8865\u5145\u88c5\uff0c22 \u6db2\u91cf\u76ce\u53f8", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"},
    {"title": "Nate's Organic 100% \u7eaf\u5929\u7136\u672a\u8fc7\u6ee4\u8702\u871c - \u7f8e\u56fd\u519c\u4e1a\u90e8\u8ba4\u8bc1\u6709\u673a - 16 \u76ce\u53f8\u6324\u538b\u74f6", "asin": "B01IR6J4CI", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Always Infinity \u5973\u58eb\u4e13\u7528\u536b\u751f\u5dfe\uff0c5 \u53f7\u8d85\u91cd\u591c\u7528\uff0c\u5e26\u62a4\u7ffc\uff0c\u65e0\u9999\uff0c30 \u7247", "asin": "B07QNZDWHN", "price": "11.47 \u7f8e\u5143", "quantity": "1"},
    {"title": "Nature's Bounty \u9c7c\u6cb9\uff0c\u652f\u6301\u5fc3\u810f\u5065\u5eb7\uff0c1200 \u6beb\u514b\uff0c360 \u6beb\u514b Omega-3\uff0c\u901f\u91ca\u8f6f\u80f6\u56ca\uff0c200 \u7c92", "asin": "B000NPYY04", "price": "13.59\u7f8e\u5143", "quantity": "1"},
    {"title": "Nature Made \u9c7c\u6cb9 1200 \u6beb\u514b\u8f6f\u80f6\u56ca\uff0c\u9c7c\u6cb9\u8865\u5145\u5242\uff0cOmega 3 \u9c7c\u6cb9\uff0c\u6709\u76ca\u5fc3\u810f\u5065\u5eb7\uff0cOmega 3 \u8865\u5145\u5242\uff0c\u542b 150 \u7c92\u8f6f\u80f6\u56ca\uff0c75 \u5929\u4f9b\u5e94\u91cf", "asin": "B010OV9N0W", "price": "14.37 \u7f8e\u5143", "quantity": "1"},
    {"title": "SmartyPants Teen Girl Formula\uff0c\u6bcf\u65e5\u591a\u79cd\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff1a\u7ef4\u751f\u7d20 C\u3001B12\u3001K\u3001\u950c\u548c\u751f\u7269\u7d20\uff0c\u7528\u4e8e\u514d\u75ab\u652f\u6301\u3001\u80fd\u91cf\u3001\u76ae\u80a4\u548c\u5934\u53d1\u652f\u6301\uff0c\u4ec0\u9526\u6c34\u679c\u5473\uff0c90 \u7c92\u8f6f\u7cd6\uff0822 \u5929\u4f9b\u5e94\u91cf\uff09", "asin": "B07FQZ1ZV6", "price": "18.15\u7f8e\u5143", "quantity": "1"},
    {"title": "SmartyPants \u5973\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff1aOmega 3 \u9c7c\u6cb9 (EPA/DHA)\u3001\u7532\u57fa\u53f6\u9178\u3001\u8f85\u9176 Q10\u3001\u7ef4\u751f\u7d20 D3\u3001C\u3001\u7ef4\u751f\u7d20 B12\u3001B6\u3001A\u3001K \u548c\u950c\u3001\u808c\u9187\u3001\u65e0\u9eb8\u8d28\uff0c120 \u7c92\uff0820 \u5929\u4f9b\u5e94\u91cf\uff09", "asin": "B01L4J9UQK", "price": "16.09\u7f8e\u5143", "quantity": "1"},
    {"title": "Emergen-C 1000mg \u7ef4\u751f\u7d20 C \u7c89\uff0c\u7528\u4e8e\u65e5\u5e38\u514d\u75ab\u652f\u6301\uff0c\u4e0d\u542b\u5496\u5561\u56e0\u7684\u7ef4\u751f\u7d20 C \u8865\u5145\u5242\uff0c\u542b\u950c\u548c\u9530\u3001B \u65cf\u7ef4\u751f\u7d20\u548c\u7535\u89e3\u8d28\uff0c\u8d85\u7ea7\u6a59\u5b50\u5473 - 30 \u7c92", "asin": "B00016RL9G", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "Emergen-C 1000mg \u7ef4\u751f\u7d20 C \u7c89\uff0c\u542b\u6297\u6c27\u5316\u5242\u3001B \u65cf\u7ef4\u751f\u7d20\u548c\u7535\u89e3\u8d28\uff0c\u514d\u75ab\u652f\u6301\u8865\u5145\u5242\uff0c\u65e0\u5496\u5561\u56e0\u78b3\u9178\u996e\u6599\u6df7\u5408\u7269\uff0c\u8986\u76c6\u5b50\u5473 - 30 \u7c92/1 \u4e2a\u6708\u4f9b\u5e94\u91cf", "asin": "B0009RF8KG", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
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    {"title": "\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""},
    {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""},
    {"title": "Bedsure \u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u9884\u6d17\u8d85\u67d4\u8f6f\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5305\u62ec 1 \u4e2a\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957\u3001\u4e9a\u9ebb\u5e03\u3001\u4e0d\u542b\u88ab\u5b50", "asin": "B09YM372LR", "price": "21.59\u7f8e\u5143", "quantity": ""},
    {"title": "EASELAND \u56db\u5b63\u5927\u53f7\u67d4\u8f6f\u7ed7\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u53cc\u9762\u7fbd\u7ed2\u88ab\u82af\u5e26\u89d2\u6263\uff0c\u51ac\u5b63\u590f\u5b63\u4fdd\u6696\u84ec\u677e\uff0c\u767d\u8272\uff0c88x88 \u82f1\u5bf8", "asin": "B07D276DRM", "price": "39.90 \u7f8e\u5143", "quantity": ""},
    {"title": "BESTOUCH \u7fbd\u7ed2\u88ab\u5957 100% \u6c34\u6d17\u68c9\u9ebb\u8d28\u611f\u8d85\u67d4\u8f6f\u8212\u9002\u522b\u81f4\u8f7b\u4fbf 3 \u4ef6\u5957\u5bb6\u5c45\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\u77e2\u8f66\u83ca\u84dd\u8272\u5927\u53f7\u5e8a", "asin": "B096VJGR9P", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Andency \u767d\u8272\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5927\u53f7\uff0890x90 \u82f1\u5bf8\uff09\uff0c3 \u4ef6\u5957\u67d4\u8f6f\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u590d\u53e4\u7834\u65e7\u522b\u81f4\u519c\u820d\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26", "asin": "B099NMJSB5", "price": "27.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u9884\u6d17\u8d85\u67d4\u8f6f\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5305\u62ec 1 \u4e2a\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957\uff0c\u4e0d\u542b\u88ab\u5b50", "asin": "B07PCQKTCN", "price": "17.89\u7f8e\u5143", "quantity": ""},
    {"title": "Dreaming Wapiti \u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u7c89\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u7eaf\u8272 - \u67d4\u8f6f\u900f\u6c14\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26\uff08\u7c89\u8272\u6469\u5361\uff0c\u5927\u53f7\uff09", "asin": "B07KPT9WHQ", "price": "23.99 \u7f8e\u5143", "quantity": ""},
    {"title": "BESTOUCH \u7fbd\u7ed2\u88ab\u5957 100% \u6c34\u6d17\u68c9\u9ebb\u8d28\u611f\u8d85\u67d4\u8f6f\u8212\u9002\u522b\u81f4\u8f7b\u4fbf 3 \u4ef6\u5957\u5bb6\u5c45\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\u77e2\u8f66\u83ca\u84dd\u8272\u5927\u53f7\u5e8a", "asin": "B096VJGR9P", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Andency \u767d\u8272\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5927\u53f7\uff0890x90 \u82f1\u5bf8\uff09\uff0c3 \u4ef6\u5957\u67d4\u8f6f\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u590d\u53e4\u7834\u65e7\u522b\u81f4\u519c\u820d\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26", "asin": "B099NMJSB5", "price": "27.99 \u7f8e\u5143", "quantity": ""},
    {"title": "\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""},
    {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""}
  ],
  "comparison_items": [
    {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a\u88ab\u5957\u548c 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u62c9\u94fe\u5f00\u5408\u5e8a\u4e0a\u7528\u54c1\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4\uff0c90 X 90 \u82f1\u5bf8\uff08\u767d\u8272\uff09", "asin": "B00NWPUKMS", "price": "15.99 \u7f8e\u5143"},
    {"title": "Utopia Bedding\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a Seer Sucker \u7fbd\u7ed2\u88ab\u5957\uff0c\u5e26 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4 90\"X90\"\uff08\u5927\u53f7\u767d\u8272\uff09\u4e0d\u542b\u88ab\u5b50", "asin": "B0C7C36R29", "price": "16.99 \u7f8e\u5143"},
    {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"},
    {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"},
    {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"},
    {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T22:29:35.353Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

user
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "}
{"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"}
{"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"}
{"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"}
{"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"}
{"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"}
{"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"}
{"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"}
{"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"}
{"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"}
{"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"}
{"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"}
{"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"}
{"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"}
{"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"}
<|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": "bed comforter"
}
  ],
  "cart_items": [
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    {"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"},
    {"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"},
    {"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"},
    {"title": "Navitas Organics \u5df4\u897f\u8393\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c76 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001CGX3ZK", "price": "23.68 \u7f8e\u5143", "quantity": "1"},
    {"title": "EcoTools \u5e72\u6027\u8eab\u4f53\u5237\uff0c\u65e0\u52a8\u7269\u5b9e\u9a8c\u5237\u6bdb\uff0c\u53ef\u53bb\u9664\u89d2\u8d28\u5e76\u629a\u5e73\u808c\u80a4\uff0c\u5e72\u5237\u53ef\u53bb\u9664\u5e72\u71e5\u76ae\u80a4\uff0c\u6709\u52a9\u4e8e\u6539\u5584\u8840\u6db2\u5faa\u73af\u548c\u80a4\u8272\uff0c\u73af\u4fdd\u62a4\u80a4\u5de5\u5177\uff0c\u7eaf\u7d20\uff0c1 \u652f", "asin": "B016RFJDL8", "price": "5.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Almooni \u5929\u7136\u4e1d\u74dc\u53bb\u89d2\u8d28\u8eab\u4f53\u78e8\u7802\u818f\uff0c\u91c7\u7528\u5929\u7136\u57c3\u53ca\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\u5236\u6210\uff0c\u7537\u5973\u7686\u5b9c\u7684\u6c90\u6d74\u4e1d\u74dc\u7edc\u6d77\u7ef5\uff0c\u53ef\u7528\u4e8e\u9762\u90e8\u548c\u8eab\u4f53\uff0c\u8ba9\u60a8\u6e05\u6d01 - 2 \u4e2a\uff081 \u5305\uff09", "asin": "B07Q3MZMDL", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Dawn Platinum Powerwash \u6d17\u7897\u55b7\u96fe\uff0c\u6d17\u7897\u7682\uff0c\u82f9\u679c\u9999\u5473\uff0c16 \u76ce\u53f8", "asin": "B09NF696CR", "price": "4.94 \u7f8e\u5143", "quantity": "1"},
    {"title": "Lysol \u591a\u529f\u80fd\u6e05\u6d01\u55b7\u96fe\uff0c\u591a\u7528\u9014\u6d88\u6bd2\u55b7\u96fe\uff0c\u53a8\u623f\u548c\u6d74\u5ba4\u6e05\u6d01\u5242\uff0c\u8292\u679c\u548c\u8299\u84c9\u9999\u5473\uff0c32 \u6db2\u91cf\u76ce\u53f8", "asin": "B07RHTQP68", "price": "3.97 \u7f8e\u5143", "quantity": "2"},
    {"title": "Dawn EZ-Squeeze Ultra \u6d17\u7897\u7682\uff0c\u6d17\u7897\u6db2\uff0c\u539f\u88c5\uff0c\u6d17\u7897\u7682\u8865\u5145\u88c5\uff0c22 \u6db2\u91cf\u76ce\u53f8", "asin": "B09NF7RLYH", "price": "3.94 \u7f8e\u5143", "quantity": "1"},
    {"title": "Nate's Organic 100% \u7eaf\u5929\u7136\u672a\u8fc7\u6ee4\u8702\u871c - \u7f8e\u56fd\u519c\u4e1a\u90e8\u8ba4\u8bc1\u6709\u673a - 16 \u76ce\u53f8\u6324\u538b\u74f6", "asin": "B01IR6J4CI", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Always Infinity \u5973\u58eb\u4e13\u7528\u536b\u751f\u5dfe\uff0c5 \u53f7\u8d85\u91cd\u591c\u7528\uff0c\u5e26\u62a4\u7ffc\uff0c\u65e0\u9999\uff0c30 \u7247", "asin": "B07QNZDWHN", "price": "11.47 \u7f8e\u5143", "quantity": "1"},
    {"title": "Nature's Bounty \u9c7c\u6cb9\uff0c\u652f\u6301\u5fc3\u810f\u5065\u5eb7\uff0c1200 \u6beb\u514b\uff0c360 \u6beb\u514b Omega-3\uff0c\u901f\u91ca\u8f6f\u80f6\u56ca\uff0c200 \u7c92", "asin": "B000NPYY04", "price": "13.59\u7f8e\u5143", "quantity": "1"},
    {"title": "Nature Made \u9c7c\u6cb9 1200 \u6beb\u514b\u8f6f\u80f6\u56ca\uff0c\u9c7c\u6cb9\u8865\u5145\u5242\uff0cOmega 3 \u9c7c\u6cb9\uff0c\u6709\u76ca\u5fc3\u810f\u5065\u5eb7\uff0cOmega 3 \u8865\u5145\u5242\uff0c\u542b 150 \u7c92\u8f6f\u80f6\u56ca\uff0c75 \u5929\u4f9b\u5e94\u91cf", "asin": "B010OV9N0W", "price": "14.37 \u7f8e\u5143", "quantity": "1"},
    {"title": "SmartyPants Teen Girl Formula\uff0c\u6bcf\u65e5\u591a\u79cd\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff1a\u7ef4\u751f\u7d20 C\u3001B12\u3001K\u3001\u950c\u548c\u751f\u7269\u7d20\uff0c\u7528\u4e8e\u514d\u75ab\u652f\u6301\u3001\u80fd\u91cf\u3001\u76ae\u80a4\u548c\u5934\u53d1\u652f\u6301\uff0c\u4ec0\u9526\u6c34\u679c\u5473\uff0c90 \u7c92\u8f6f\u7cd6\uff0822 \u5929\u4f9b\u5e94\u91cf\uff09", "asin": "B07FQZ1ZV6", "price": "18.15\u7f8e\u5143", "quantity": "1"},
    {"title": "SmartyPants \u5973\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff1aOmega 3 \u9c7c\u6cb9 (EPA/DHA)\u3001\u7532\u57fa\u53f6\u9178\u3001\u8f85\u9176 Q10\u3001\u7ef4\u751f\u7d20 D3\u3001C\u3001\u7ef4\u751f\u7d20 B12\u3001B6\u3001A\u3001K \u548c\u950c\u3001\u808c\u9187\u3001\u65e0\u9eb8\u8d28\uff0c120 \u7c92\uff0820 \u5929\u4f9b\u5e94\u91cf\uff09", "asin": "B01L4J9UQK", "price": "16.09\u7f8e\u5143", "quantity": "1"},
    {"title": "Emergen-C 1000mg \u7ef4\u751f\u7d20 C \u7c89\uff0c\u7528\u4e8e\u65e5\u5e38\u514d\u75ab\u652f\u6301\uff0c\u4e0d\u542b\u5496\u5561\u56e0\u7684\u7ef4\u751f\u7d20 C \u8865\u5145\u5242\uff0c\u542b\u950c\u548c\u9530\u3001B \u65cf\u7ef4\u751f\u7d20\u548c\u7535\u89e3\u8d28\uff0c\u8d85\u7ea7\u6a59\u5b50\u5473 - 30 \u7c92", "asin": "B00016RL9G", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "Emergen-C 1000mg \u7ef4\u751f\u7d20 C \u7c89\uff0c\u542b\u6297\u6c27\u5316\u5242\u3001B \u65cf\u7ef4\u751f\u7d20\u548c\u7535\u89e3\u8d28\uff0c\u514d\u75ab\u652f\u6301\u8865\u5145\u5242\uff0c\u65e0\u5496\u5561\u56e0\u78b3\u9178\u996e\u6599\u6df7\u5408\u7269\uff0c\u8986\u76c6\u5b50\u5473 - 30 \u7c92/1 \u4e2a\u6708\u4f9b\u5e94\u91cf", "asin": "B0009RF8KG", "price": "12.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "BetterBody Foods \u6709\u673a\u5947\u4e9a\u7c7d 2 \u78c5 32 \u76ce\u53f8\uff0c\u542b Omega-3\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u65e0\u9eb8\u8d28\uff0c\u9002\u5408\u751f\u916e\u996e\u98df\uff0c\u7eaf\u7d20\u98df\uff0c\u7ea4\u7ef4\u7684\u826f\u597d\u6765\u6e90", "asin": "B00MPQ5ZOS", "price": "11.97 \u7f8e\u5143", "quantity": "1"},
    {"title": "NESTLE KLIM \u5976\u7c89 PREBIO 1 1600g", "asin": "B00ZRWBS7K", "price": "19.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "Cleancult \u7f8a\u6bdb\u70d8\u5e72\u7403\uff083 \u4e2a\uff09 - \u91c7\u7528 100% \u65b0\u897f\u5170\u7f8a\u6bdb\u5236\u6210 - \u53ef\u751f\u7269\u964d\u89e3\u70d8\u5e72\u7403 - \u7f29\u77ed\u70d8\u5e72\u65f6\u95f4\u3001\u8f6f\u5316\u8863\u7269\u3001\u9632\u6b62\u9759\u7535 - \u53ef\u6301\u7eed\u4f7f\u7528 1000 \u6b21", "asin": "B07H3XSHCK", "price": "9.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "Lysol \u6d17\u8863\u6d88\u6bd2\u5242\u6dfb\u52a0\u5242\uff0c\u65e0\u9999\u7cbe\u548c\u67d3\u6599\uff0c0% \u6f02\u767d\u6d17\u8863\u6d88\u6bd2\u5242\uff0c\u7ec6\u83cc\u5f15\u8d77\u7684\u6d17\u8863\u5f02\u5473\u6d88\u9664\u5242\uff0c\u65e0\u9999\uff0c90 \u6db2\u91cf\u76ce\u53f8\uff081 \u5305\uff09- \u5305\u88c5\u53ef\u80fd\u6709\u6240\u4e0d\u540c", "asin": "B07XR3C87P", "price": "12.97 \u7f8e\u5143", "quantity": "1"},
    {"title": "Stardrops - Pink Stuff \u795e\u5947\u591a\u7528\u9014\u6e05\u6d01\u5242 - \u53bb\u9664\u53a8\u623f\u3001\u6d74\u5ba4\u3001\u5730\u677f\u7b49\u5904\u7684\u6cb9\u8102\u3001\u6c61\u57a2\u548c\u6c61\u6e0d", "asin": "B07T9C5CQR", "price": "4.86 \u7f8e\u5143", "quantity": "1"},
    {"title": "Hefty \u8d85\u5f3a 13 \u52a0\u4ed1\u5783\u573e\u888b\uff0c\u9ed1\u8272\u9ad8\u5927\u53a8\u623f\u5783\u573e\u888b 13 \u52a0\u4ed1\uff0c\u9632\u65ad\u88c2\u62bd\u7ef3\u5c01\u53e3\uff0c\u6301\u7eed\u6c14\u5473\u63a7\u5236\uff0c\u906e\u5149\uff0c\u6e05\u6d01\u7206\u53d1\u6c14\u5473\uff0c80 \u4e2a\u888b\u5b50", "asin": "B01BZ0MR54", "price": "11.97 \u7f8e\u5143", "quantity": "1"},
    {"title": "\u6d3b\u6027\u70ad\u9664\u81ed\u5242 10x3.5 \u76ce\u53f8\u5e26\u6302\u94a9\u3002\u81ea\u7136\u6e05\u65b0\u7af9\u70ad\u7a7a\u6c14\u51c0\u5316\u888b\u5bb6\u7528\u8863\u67dc\u7a7a\u6c14\u6e05\u65b0\u5242\u9664\u81ed\u5242\u9664\u81ed\u5242", "asin": "B08DSYZGVB", "price": "16.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst\uff0c77 \u6b21\u6d17\u8863\u6db2\uff0c100.5 \u6db2\u91cf\u76ce\u53f8", "asin": "B0BBNBS3NK", "price": "8.98 \u7f8e\u5143", "quantity": "1"},
    {"title": "\u6c70\u6e0d\u6d17\u8863\u6db2\uff0c\u539f\u88c5\uff0c64 \u6b21\u6d17\u6da4\uff0c84 \u6db2\u91cf\u76ce\u53f8\uff0cHE \u517c\u5bb9", "asin": "B085V5PPP8", "price": "12.97 \u7f8e\u5143", "quantity": "1"},
    {"title": "Tide PODS \u6d17\u8863\u7682 PODS\uff0c\u9ad8\u6548 (HE)\uff0c\u539f\u5473\uff0c81 \u7247", "asin": "B00VRAFLII", "price": "19.94 \u7f8e\u5143", "quantity": "1"},
    {"title": "Swiffer Sweeper \u4e8c\u5408\u4e00\u5e72\u6e7f\u5730\u677f\u62d6\u5730\u548c\u6e05\u626b\u5957\u4ef6\uff0c\u9002\u7528\u4e8e\u5730\u677f\u6e05\u6d01\u7684\u591a\u8868\u9762\u5957\u4ef6\uff0c\u5957\u4ef6\u5305\u62ec 1 \u4e2a\u626b\u5730\u673a\u300114 \u5757\u5e72\u626b\u5e03\u30015 \u5757\u6e7f\u62d6\u5e03", "asin": "B07YQDH1N1", "price": "15.19\u7f8e\u5143", "quantity": "1"},
    {"title": "KitchenAid \u591a\u529f\u80fd\u53a8\u623f\u526a\u5200\uff0c\u5e26\u4fdd\u62a4\u5957\uff0c\u8010\u7528\u4e0d\u9508\u94a2\u526a\u5200\uff0c\u9002\u7528\u4e8e\u6d17\u7897\u673a\uff0c\u8f6f\u63e1\u8212\u9002\u624b\u67c4\uff0c8.72 \u82f1\u5bf8\uff0c\u9ed1\u8272", "asin": "B07PZF3QS3", "price": "8.99 \u7f8e\u5143", "quantity": "1"},
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    {"title": "BESTOUCH \u7fbd\u7ed2\u88ab\u5957 100% \u6c34\u6d17\u68c9\u9ebb\u8d28\u611f\u8d85\u67d4\u8f6f\u8212\u9002\u522b\u81f4\u8f7b\u4fbf 3 \u4ef6\u5957\u5bb6\u5c45\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\u77e2\u8f66\u83ca\u84dd\u8272\u5927\u53f7\u5e8a", "asin": "B096VJGR9P", "price": "64.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Andency \u767d\u8272\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5927\u53f7\uff0890x90 \u82f1\u5bf8\uff09\uff0c3 \u4ef6\u5957\u67d4\u8f6f\u6c34\u6d17\u8d85\u7ec6\u7ea4\u7ef4\u590d\u53e4\u7834\u65e7\u522b\u81f4\u519c\u820d\u8377\u53f6\u8fb9\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u89d2\u5e26", "asin": "B099NMJSB5", "price": "27.99 \u7f8e\u5143", "quantity": ""},
    {"title": "\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u8d85\u67d4\u8f6f\u53cc\u4eba\u5e8a/\u53cc\u4eba\u52a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 68 x 90 \u5e26 1 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u9632\u892a\u8272\u5e26\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u900f\u6c14\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4KGTKD", "price": "17.99 \u7f8e\u5143", "quantity": ""},
    {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u88ab\u5b50\u7fbd\u7ed2\u88ab\u82af\uff0c\u5e26\u89d2\u7247\u7684\u7ed7\u7f1d\u88ab\u5b50\uff0c\u76d2\u7f1d\u7fbd\u7ed2\u66ff\u4ee3\u88ab\u5b50\u5927\u53f7\uff08\u767d\u8272\uff09", "asin": "B00S1TC442", "price": "20.66 \u7f8e\u5143", "quantity": ""},
    {"title": "Bedsure \u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u53cc\u4eba\u62c9\u7ed2\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u9002\u5408\u513f\u7ae5\u548c\u6210\u4eba\uff0c\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\uff0c\u5305\u62ec 1 \u4e2a\u7fbd\u7ed2\u88ab\u5957\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\u548c 2 \u4e2a\u6795\u5957\uff0c\u65e0\u88ab\u5b50", "asin": "B08CXJCX3H", "price": "16.14\u7f8e\u5143", "quantity": ""}
  ],
  "comparison_items": [
    {"title": "Utopia \u5e8a\u4e0a\u7528\u54c1\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a\u88ab\u5957\u548c 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u62c9\u94fe\u5f00\u5408\u5e8a\u4e0a\u7528\u54c1\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4\uff0c90 X 90 \u82f1\u5bf8\uff08\u767d\u8272\uff09", "asin": "B00NWPUKMS", "price": "15.99 \u7f8e\u5143"},
    {"title": "Utopia Bedding\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 1 \u4e2a Seer Sucker \u7fbd\u7ed2\u88ab\u5957\uff0c\u5e26 2 \u4e2a\u6795\u5957 - 3 \u4ef6\u5957\u5e26\u62c9\u94fe\u5c01\u53e3\u7684\u88ab\u5957 - \u67d4\u8f6f\u62c9\u7ed2\u8d85\u7ec6\u7ea4\u7ef4 90\"X90\"\uff08\u5927\u53f7\u767d\u8272\uff09\u4e0d\u542b\u88ab\u5b50", "asin": "B0C7C36R29", "price": "16.99 \u7f8e\u5143"},
    {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"},
    {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"},
    {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"},
    {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T22:29:35.353Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

<answer_action>click</answer_action><answer_argument>review</answer_argument>
rule
<answer_action>click</answer_action><answer_argument>review</answer_argument>
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a button or clickable element on the Amazon website.
Action Argument: The click_type is one of the buttons or clickable elements including review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter. Select one of these elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "click_type",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-08T21:24:07.327Z", "action": "input", "action_argument": "body scrub "}
{"timestamp": "2025-04-08T21:24:50.937Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:25:42.579Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:28:11.305Z", "action": "purchase", "action_argument": "B07Q3MZMDL"}
{"timestamp": "2025-04-08T21:34:44.778Z", "action": "input", "action_argument": "body scrub"}
{"timestamp": "2025-04-08T21:34:44.866Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:34:55.475Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:35:12.476Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:36.094Z", "action": "click_product", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:36:40.634Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:43.986Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:48.546Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:36:53.717Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:37:00.260Z", "action": "purchase", "action_argument": "B016RFJDL8"}
{"timestamp": "2025-04-08T21:37:21.522Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:38:26.446Z", "action": "input", "action_argument": "body scrubtravel"}
{"timestamp": "2025-04-08T21:38:26.521Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:39:04.698Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:12.369Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:41:55.211Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:42:35.948Z", "action": "input", "action_argument": "\u5df4\u897f\u8393\u7c89"}
{"timestamp": "2025-04-08T21:42:40.992Z", "action": "input", "action_argument": "acai"}
{"timestamp": "2025-04-08T21:42:41.098Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:42:48.394Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:48:20.798Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:48:26.481Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T21:49:05.205Z", "action": "click_product", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:49:24.683Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T21:49:55.124Z", "action": "purchase", "action_argument": "B001CGX3ZK"}
{"timestamp": "2025-04-08T21:52:13.919Z", "action": "input", "action_argument": "fish"}
{"timestamp": "2025-04-08T21:52:13.982Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:52:18.488Z", "action": "click_product", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:52:54.494Z", "action": "purchase", "action_argument": "B07DX89ZHN"}
{"timestamp": "2025-04-08T21:53:20.097Z", "action": "input", "action_argument": "multivitamin"}
{"timestamp": "2025-04-08T21:53:20.206Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T21:53:30.532Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:01:42.073Z", "action": "input", "action_argument": "multivitamin for men"}
{"timestamp": "2025-04-08T22:01:42.176Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:30.519Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.282Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:05:52.349Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:05:59.003Z", "action": "input", "action_argument": "multivitamin for men gummies"}
{"timestamp": "2025-04-08T22:06:04.741Z", "action": "input", "action_argument": "stress"}
{"timestamp": "2025-04-08T22:06:04.855Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:06:11.100Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:08:11.060Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-08T22:08:38.414Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:19.576Z", "action": "click_product", "action_argument": "B01FKP3Q7S"}
{"timestamp": "2025-04-08T22:10:25.650Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:25.673Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:10:37.385Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:11:04.998Z", "action": "input", "action_argument": "zhentou"}
{"timestamp": "2025-04-08T22:11:09.945Z", "action": "input", "action_argument": "pillow"}
{"timestamp": "2025-04-08T22:11:16.218Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:13:41.715Z", "action": "purchase", "action_argument": "B083LMRXJC"}
{"timestamp": "2025-04-08T22:13:56.797Z", "action": "input", "action_argument": "\u88ab\u5b50"}
{"timestamp": "2025-04-08T22:14:07.773Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:34.406Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:14:54.495Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:19:31.185Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:19:34.701Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-08T22:21:24.630Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:09.420Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:41.699Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:22:42.418Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-08T22:24:39.641Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:44.735Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:47.314Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:48.939Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:50.644Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:51.893Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:24:58.012Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:01.391Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:25:04.889Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:00.685Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:03.606Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:06.173Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:16.448Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-08T22:26:38.608Z", "action": "purchase", "action_argument": "B0B49MZLDB"}
<|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": "bed comforter"
}
  ],
  "cart_items": [
    {"title": "MIULEE \u62b1\u6795\u57ab\u4f18\u8d28\u6795\u5957\u957f\u65b9\u5f62\u88c5\u9970\u9760\u57ab\u5e8a\u6c99\u53d1\u6c99\u53d1 12x20 \u82f1\u5bf8", "asin": "B083LMRXJC", "price": "8.54\u7f8e\u5143", "quantity": "1"},
    {"title": "OLLY \u7537\u58eb\u590d\u5408\u7ef4\u751f\u7d20\u8f6f\u7cd6\uff0c\u7ef4\u751f\u7d20 A\u3001C\u3001D\u3001E\u3001B\u3001\u950c\uff0c\u9ed1\u8393\u5473\uff0c45 \u5929\u7528\u91cf - 90 \u7c92", "asin": "B01FKP3Q7S", "price": "11.92 \u7f8e\u5143", "quantity": "1"},
    {"title": "Sports Research \u4e09\u500d\u5f3a\u5ea6 Omega 3 \u9c7c\u6cb9 - \u65e0\u9eb8\u8d28\u9c7c\u6cb9\u8865\u5145\u5242\uff0c\u542b EPA \u548c DHA \u8102\u80aa\u9178\uff0c\u6765\u81ea\u5355\u4e00\u6765\u6e90\u7684\u91ce\u751f\u963f\u62c9\u65af\u52a0\u9cd5\u9c7c - 1250 \u6beb\u514b\uff0c90 \u7c92", "asin": "B07DX89ZHN", "price": "24.26\u7f8e\u5143", "quantity": "1"},
    {"title": "Kate Naturals \u6709\u673a\u751c\u83dc\u6839\u7c89\uff0c\u9002\u7528\u4e8e\u51b0\u6c99\u548c\u679c\u6c41\u3002\u5929\u7136\u8d85\u7ea7\u98df\u54c1\u548c\u5929\u7136\u7ea2\u8272\u98df\u7528\u8272\u7d20\uff088 \u76ce\u53f8\uff0c\u975e\u8f6c\u57fa\u56e0\uff0c\u6ce5\u571f\u5473\uff09", "asin": "B0BGMGN7H4", "price": "9.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Navitas Organics \u77f3\u69b4\u7c89\uff0c8 \u76ce\u53f8\u888b\u88c5\uff0c45 \u4efd \u2014 \u6709\u673a\u3001\u975e\u8f6c\u57fa\u56e0\u3001\u51bb\u5e72\u3001\u65e0\u9eb8\u8d28", "asin": "B001TNW23U", "price": "15.19\u7f8e\u5143", "quantity": "1"},
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    {"title": "Cleancult \u7f8a\u6bdb\u70d8\u5e72\u7403\uff083 \u4e2a\uff09 - \u91c7\u7528 100% \u65b0\u897f\u5170\u7f8a\u6bdb\u5236\u6210 - \u53ef\u751f\u7269\u964d\u89e3\u70d8\u5e72\u7403 - \u7f29\u77ed\u70d8\u5e72\u65f6\u95f4\u3001\u8f6f\u5316\u8863\u7269\u3001\u9632\u6b62\u9759\u7535 - \u53ef\u6301\u7eed\u4f7f\u7528 1000 \u6b21", "asin": "B07H3XSHCK", "price": "9.98 \u7f8e\u5143", "quantity": "1"},
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    {"title": "Nespresso \u80f6\u56ca Vertuo\uff0c\u5496\u5561\u5e08\u8c03\u5473\u5305\uff0c\u4e2d\u5ea6\u70d8\u7119\u5496\u5561\uff0c30 \u5305\u5496\u5561\u5305\uff0c\u51b2\u6ce1 7.8 \u76ce\u53f8\u3002", "asin": "B0BZJVFFNM", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
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    {"title": "Easyou Redstar \u6db2\u4f53\u58a8\u6c34\u9002\u7528\u4e8e\u4e13\u4e1a\u4f20\u7edf\u4e66\u6cd5\u548c\u6bdb\u7b14\u7ed8\u753b\u4e2d\u56fd\u58a8\u6c34\u6db2\u4f53\uff08\u9ed1\u8272\u548c 1 \u4ef6 * 180ML\uff09", "asin": "B074KJ289G", "price": "10.99 \u7f8e\u5143", "quantity": "1"},
    {"title": "Amazon Basics \u5706\u5f62\u50a8\u7269\u8fb9\u684c\uff0c\u5e26\u5e03\u7bee\u7684\u8fb9\u684c\uff0c\u767d\u8272/\u9ebb\u7070\u8272\uff0c17.7 \u82f1\u5bf8\u957f x 17.7 \u82f1\u5bf8\u5bbd x 18.9 \u82f1\u5bf8\u9ad8", "asin": "B07TWXS5Y6", "price": "39.00 \u7f8e\u5143", "quantity": "1"},
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    {"title": "\u9002\u7528\u4e8e Fujifilm X-T30 II XT30II X-T30 X-T20 X-T10 \u7684\u91d1\u5c5e\u624b\u67c4 L \u652f\u67b6\u9632\u6ed1\u624b\u67c4\u652f\u67b6\uff0c\u5e26\u7535\u6c60\u5b58\u50a8\u5361\u9694\u95f4\u5f00\u53e3\u548c\u626c\u58f0\u5668\u5b54\uff0c\u66ff\u4ee3 MHG-XT10", "asin": "B07V6JVHFK", "price": "31.99 \u7f8e\u5143", "quantity": "1"},
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    {"title": "ROYALE LINENS\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - 3 \u4ef6\u5957\u5e8a\u4e0a\u7528\u54c1\u88ab\u5957 - \u62c9\u94fe\u5f00\u5408 - 1 \u4e2a\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90x90 \u82f1\u5bf8\u548c 2 \u4e2a\u6795\u5957 - \u4e0d\u542b\u88ab\u5b50", "asin": "B0BM31B4DM", "price": "16.99 \u7f8e\u5143"},
    {"title": "MUXHOMO\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\uff0c\u53cc\u9762\u82b1\u5349\u7eff\u8272\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408\uff0c3 \u4ef6\u5957\u690d\u7269\u56fe\u6848\u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff0c\u5e26 4 \u6761\u5e26\u5b50\uff0890 \u82f1\u5bf8 x 90 \u82f1\u5bf8\uff09\uff0c2 \u4e2a\u6795\u5957", "asin": "B0CL9X4CTT", "price": "19.88 \u7f8e\u5143"},
    {"title": "CGK Unlimited\u00a0\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5 - \u8d85\u67d4\u8f6f\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 90 x 90 \u5e26 2 \u4e2a\u6795\u5957 - \u9152\u5e97\u5962\u534e\u3001\u6613\u4e8e\u62a4\u7406\u3001\u4e0d\u892a\u8272\uff0c\u914d\u6709\u62c9\u94fe\u5f00\u5408\u548c\u7cfb\u5e26 - \u8212\u9002\u3001\u900f\u6c14\u7684\u5e8a\u4e0a\u7528\u54c1\u5957\u88c5\uff08\u767d\u8272\uff09", "asin": "B0CV4JLMJ1", "price": "19.99 \u7f8e\u5143"},
    {"title": "RUIKASI\u00a0\u767d\u8272\u5927\u53f7\u7fbd\u7ed2\u88ab\u5957 - \u67d4\u8f6f\u8d85\u7ec6\u7ea4\u7ef4\u5927\u53f7\u5e8a\u7fbd\u7ed2\u88ab\u5957\u5957\u88c5\uff0c\u5e26\u62c9\u94fe\u5f00\u5408", "asin": "B0CWRW9ZZ3", "price": "15.99 \u7f8e\u5143"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-08T22:29:35.353Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

train