<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within 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": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
{"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:25.056Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:28.535Z", "action": "purchase", "action_argument": "B0DBZ3JYRF"}
{"timestamp": "2025-04-03T01:08:33.297Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:40.408Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:45.088Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:09:12.992Z", "action": "purchase", "action_argument": "B0D418HHPL"}
{"timestamp": "2025-04-03T21:01:16.883Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-03T21:01:48.059Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T16:48:03.168Z", "action": "input", "action_argument": "Specialized Flashback Bicycle Tail Light"}
{"timestamp": "2025-04-10T16:49:40.256Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T20:22:03.308Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-10T20:22:28.693Z", "action": "click_product", "action_argument": "B0DJFQB41P"}
{"timestamp": "2025-04-10T20:22:58.638Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:23:03.709Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:05.344Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:25.478Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:30.679Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:33.320Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:36.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:39.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:54.549Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:24:40.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:24:48.903Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:24:59.251Z", "action": "purchase", "action_argument": "B0DH7PNPPM"}
{"timestamp": "2025-04-10T20:25:06.552Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-10T20:25:18.663Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-11T22:32:42.448Z", "action": "input", "action_argument": "shimano rx400"}
{"timestamp": "2025-04-11T22:33:06.788Z", "action": "click_product", "action_argument": "B07YMBRRBN"}
{"timestamp": "2025-04-14T18:30:56.587Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-14T18:31:09.041Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T18:31:13.008Z", "action": "click_product", "action_argument": "B0CLKPNDKL"}
{"timestamp": "2025-04-14T18:31:21.790Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T18:31:46.860Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T18:31:49.158Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-14T18:31:51.911Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T21:25:57.008Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T21:26:50.263Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T21:26:55.594Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T21:27:02.079Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T21:27:14.054Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T21:35:30.511Z", "action": "purchase", "action_argument": "B07HY3WF49"}
{"timestamp": "2025-04-14T21:38:56.748Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T21:39:00.252Z", "action": "click_product", "action_argument": "B07HY3WF49"}
{"timestamp": "2025-04-14T21:39:05.273Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:06.598Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:09.722Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:10.452Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:11.140Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:11.753Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:12.706Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:13.415Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:14.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:39:32.057Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:02.069Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:02.789Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:03.680Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:04.519Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:05.202Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:05.852Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:09.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:16.580Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:17.875Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:38.047Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T21:40:39.801Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-15T18:39:22.602Z", "action": "click_product", "action_argument": "B07HY3WF49"}
{"timestamp": "2025-04-15T18:39:42.262Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-15T18:58:06.027Z", "action": "click_product", "action_argument": "B07HY3WF49"}
{"timestamp": "2025-04-16T20:48:37.346Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T20:48:41.739Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T20:48:47.171Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T20:50:16.778Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T20:50:20.714Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T20:50:28.308Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-16T20:50:42.104Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
{"timestamp": "2025-04-16T20:51:33.935Z", "action": "purchase", "action_argument": "B0DH7PNPPM, B0D418HHPL, B0DBZ3JYRF, B0CMQZ2HFJ"}
{"timestamp": "2025-04-16T20:56:05.808Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:10.219Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:13.873Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:15.557Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:16.548Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:18.223Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:21.037Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:25.928Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:27.010Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:28.759Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:31.751Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:33.127Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T20:56:44.332Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T20:56:48.148Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T20:57:42.257Z", "action": "click_product", "action_argument": "B0D2K6B1SW"}
{"timestamp": "2025-04-16T20:58:56.674Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T20:59:52.279Z", "action": "input", "action_argument": "Bike bott"}
{"timestamp": "2025-04-16T20:59:52.318Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-16T21:00:54.606Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T21:01:27.928Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T21:01:33.076Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
{"timestamp": "2025-04-16T21:02:04.677Z", "action": "click_product", "action_argument": "B01K2BOUN4"}
{"timestamp": "2025-04-16T21:02:08.766Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:02:09.649Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:02:20.636Z", "action": "click_product", "action_argument": "B0DHXFZL3J"}
{"timestamp": "2025-04-16T21:02:49.679Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:02:51.298Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:02:53.407Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:02:54.542Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:02:56.638Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:02:57.664Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:00.434Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:03.032Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:04.996Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:06.115Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:06.963Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:09.280Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:10.387Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:11.528Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:12.264Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:12.938Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:13.915Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:14.659Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:15.372Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:16.181Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:19.035Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:25.713Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:26.616Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:03:35.541Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:03:49.782Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:03:54.875Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:04:00.004Z", "action": "purchase", "action_argument": "B0DSVNNCVD"}
{"timestamp": "2025-04-16T21:04:46.556Z", "action": "click_product", "action_argument": "B09654V9YX"}
{"timestamp": "2025-04-16T21:05:23.313Z", "action": "click_product", "action_argument": "B07D6MY66N"}
{"timestamp": "2025-04-16T21:05:50.364Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-16T21:06:41.217Z", "action": "click_product", "action_argument": "B0C2VB8HWF"}
{"timestamp": "2025-04-16T21:07:22.247Z", "action": "click_product", "action_argument": "B08NVF8VWK"}
{"timestamp": "2025-04-16T21:07:43.923Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
{"timestamp": "2025-04-16T21:07:57.466Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:08:10.250Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:08:14.450Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:08:17.717Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:08:21.417Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:08:26.228Z", "action": "purchase", "action_argument": "B0BT9K54D6"}
{"timestamp": "2025-04-16T21:08:46.548Z", "action": "click_product", "action_argument": ""}
{"timestamp": "2025-04-16T21:24:34.759Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:24:40.860Z", "action": "click_product", "action_argument": "B0BT9K54D6"}
{"timestamp": "2025-04-16T21:24:43.642Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:24:46.214Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:24:48.117Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:24:57.342Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:24:59.250Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:25:16.703Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:25:28.561Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-16T21:25:30.978Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:25:43.677Z", "action": "click_product", "action_argument": "B0D418HHPL"}
{"timestamp": "2025-04-16T21:26:03.376Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:26:19.610Z", "action": "click_product", "action_argument": "B09DLF695Y"}
{"timestamp": "2025-04-16T21:26:24.294Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:26:44.944Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:47.000Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:47.918Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:48.499Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:49.687Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:50.603Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:51.583Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:52.852Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:53.509Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:54.796Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:55.530Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:56.136Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:56.834Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:57.728Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:58.653Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:26:59.458Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:27:04.333Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:27:05.745Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:27:17.180Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
{"timestamp": "2025-04-16T21:27:21.089Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:27:25.313Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:27:31.480Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:27:34.885Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:28:04.909Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:28:16.789Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-16T21:28:56.340Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-16T21:28:58.072Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:29:06.282Z", "action": "click_product", "action_argument": "B0DH7PNPPM"}
{"timestamp": "2025-04-16T21:29:12.964Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-16T21:30:07.424Z", "action": "purchase", "action_argument": "B0BT9K54D6, B0DH7PNPPM, B0D418HHPL"}
{"timestamp": "2025-04-16T23:17:14.698Z", "action": "input", "action_argument": "prime cat food"}
{"timestamp": "2025-04-16T23:17:22.808Z", "action": "click_product", "action_argument": "B0BXZXX43Q"}
{"timestamp": "2025-04-17T23:07:34.371Z", "action": "click_product", "action_argument": "B0C8VZ1H67"}
{"timestamp": "2025-04-18T03:48:23.881Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-18T03:49:27.714Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-18T03:49:31.445Z", "action": "click_product", "action_argument": "B0BCK29WBT"}
{"timestamp": "2025-04-18T03:49:43.358Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-18T03:50:08.995Z", "action": "purchase", "action_argument": "B0BCK29WBT"}
{"timestamp": "2025-04-18T03:52:23.255Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-18T03:52:30.421Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-18T03:52:45.751Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T03:46:09.182Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:46:21.861Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:47:18.808Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:19.461Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:23.118Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:23.784Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:24.650Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:25.183Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:26.504Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:27.057Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:27.913Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:29.854Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-19T03:47:44.214Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:46.558Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:48.814Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:50.736Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:53.308Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:54.367Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:56.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:57.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:59.424Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:00.656Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:01.760Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:02.699Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:03.813Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:08.833Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:11.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:12.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:13.881Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:14.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:17.060Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:17.723Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:19.004Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:20.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:22.157Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:24.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:33.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:37.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:38.533Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:41.516Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:46.088Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:47.799Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:50.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:49:09.575Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:49:19.353Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
{"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
{"timestamp": "2025-04-23T20:31:24.619Z", "action": "click_product", "action_argument": "B0BKZKL1F7"}
{"timestamp": "2025-04-23T20:31:30.911Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:32:30.473Z", "action": "input", "action_argument": "green Balcony "}
{"timestamp": "2025-04-23T20:32:30.489Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-23T20:32:38.943Z", "action": "click_product", "action_argument": "B0053G9SHM"}
{"timestamp": "2025-04-23T20:33:07.012Z", "action": "click_product", "action_argument": "B0D8W8DZJZ"}
{"timestamp": "2025-04-26T01:58:46.860Z", "action": "input", "action_argument": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"}
{"timestamp": "2025-04-26T01:58:49.610Z", "action": "click_product", "action_argument": "B00W2XM4IO"}
{"timestamp": "2025-04-26T02:15:32.150Z", "action": "click_product", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-26T02:16:19.301Z", "action": "purchase", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-30T02:11:55.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T03:02:59.933Z", "action": "input", "action_argument": "Philips Sonicare - 9900 Prestige Rechargeable Electric Toothbrush with SenseIQ - Champagne"}
{"timestamp": "2025-04-30T03:03:03.455Z", "action": "click_product", "action_argument": "B08YCVJKXV"}
<|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": "wiper blades for mazda 3"
}
  ],
  "promotion_items": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "quantity": ""},
    {"title": "24\" 18\" 12\" Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0D2KC8L8F", "price": "$21.59", "quantity": ""},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "quantity": ""},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "quantity": ""},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09S8J9SLJ"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Impreza 2017-2020 2021 2022 2023 Crosstrek 2018-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Blades Set - 26\"/16\"/12\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCZ9PGS"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCYVVC1"
}
  ],
  "search_results": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for Mazda 3 2014-2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12\" (Set of 3) U/J Hook", "asin": "B08CRH82FT", "price": "$21.59", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X 810164 Latitude 24\" & 18\" Wiper Blades Replacement Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084D2RHTL", "price": "$36.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"},
    {"title": "OEM QUALITY 24\" + 18\" Premium All-Seasons Stable And Quiet Windshield Wiper Blades(Set of 2)", "asin": "B08BHK9JHD", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X WeatherBeater 24\" & 18\" Wiper Blades Replacements Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084CXRZM8", "price": "$25.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3Pcs Mazda 3 Windshield Wiper Blades for 2014 2015 2016 2017 2018 Mazda-3, Original Equipment Automotive Replacement Windshield Wiper Blades for My Car - 24\"/18\"/12A\" (Pack of 3) J- HOOK", "asin": "B0BW3QR8GK", "price": "$19.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "26\" 17\" 14\" Windshield Wiper Blades Replacement for Mazda 3 2019 2020 2021 2022 2023 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0DCY8X7RW", "price": "$23.39", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2014 2015 2016 2017 2018,Original Equipment Replacement Front Rear Wiper Blade Set- 24\" 18\" 12\" (Set of 3)", "asin": "B0D568BFMN", "price": "$18.88", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for 2010-2013 Mazda 3, Windshield Wiper Blades Original Equipment Replacement - 24\"/19\"/14\" (Set of 3) U/J HOOK", "asin": "B0CWRQZCRL", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Compatible With Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0D3Z82JG5", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon Only 7 left in stock - order soon."},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Wiper Blades for Mazda 3 Hatchback 2019 2020 2021 2022 2023 2024, OEM Quality Windshield Wipers Include Front 26 17 Inch and Rear Blade 14 Inch, Easy to Install Replacement Wipers Pack of 3", "asin": "B0D7TP9QT6", "price": "$25.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 11 left in stock - order soon."},
    {"title": "3 wipers Replacement for Mazda 3 2014 2015 2016 2017 2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12A\" (Set of 3) U/J HOOK", "asin": "B0B9GZN7HX", "price": "$19.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 2 left in stock - order soon."},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "24\" + 18\" Windshield Wiper Blade Original Equipment Automotive Replacement J/U Hook Front Blades Compatible with Mazda 3 2014-2018 6 2009-2017 CX-5 2013-2016 (Pack of 2)", "asin": "B0CZRWFNQS", "price": "$17.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "12\" Rear Wiper Blade Compatible with Mazda 3 2014-2018,Nissan Armada 2005-2020,Cube 2009-2014,Micra 2015-2019,Pathfinder 2004-2012,Quest 2011-2017 Back Window Wiper blades 12-B", "asin": "B0CJ4NMH7C", "price": "$6.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "TRICO Gold\u2122 (18-2617) 26 & 17 Inch Pack of 2 Automotive Replacement Windshield Wiper Blades for My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843D1SL9", "price": "$27.02", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Gavimnal\u00ae 24\"+18\"+12\" Silicone Wiper Blades Replacement For Mazda 3 2014-2018,All-Season Front Rear Windshield Wiper Blades(Set of 3)", "asin": "B0DG5Q9LPY", "price": "$23.99", "delivery": "FREE delivery Wed, May 7 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 17 left in stock - order soon."},
    {"title": "TRICO Diamond\u2122 (25-2618) 26 Inch & 18 inch pack of 2 High Performance Automotive Replacement Windshield Wiper Blades For My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843CW16D", "price": "$38.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-01T20:17:16.273Z", // 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": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
{"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
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{"timestamp": "2025-04-19T03:47:48.814Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:50.736Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:53.308Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:54.367Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:56.259Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:57.946Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:47:59.424Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:00.656Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:01.760Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:02.699Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:03.813Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:08.833Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:11.508Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:12.836Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:13.881Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:14.707Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:17.060Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:17.723Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:19.004Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:20.207Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:22.157Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:24.045Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:33.404Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:37.053Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:38.533Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:41.516Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:46.088Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:47.799Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:48:50.919Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:49:09.575Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-19T03:49:19.353Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
{"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
{"timestamp": "2025-04-23T20:31:24.619Z", "action": "click_product", "action_argument": "B0BKZKL1F7"}
{"timestamp": "2025-04-23T20:31:30.911Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:32:30.473Z", "action": "input", "action_argument": "green Balcony "}
{"timestamp": "2025-04-23T20:32:30.489Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-23T20:32:38.943Z", "action": "click_product", "action_argument": "B0053G9SHM"}
{"timestamp": "2025-04-23T20:33:07.012Z", "action": "click_product", "action_argument": "B0D8W8DZJZ"}
{"timestamp": "2025-04-26T01:58:46.860Z", "action": "input", "action_argument": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"}
{"timestamp": "2025-04-26T01:58:49.610Z", "action": "click_product", "action_argument": "B00W2XM4IO"}
{"timestamp": "2025-04-26T02:15:32.150Z", "action": "click_product", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-26T02:16:19.301Z", "action": "purchase", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-30T02:11:55.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T03:02:59.933Z", "action": "input", "action_argument": "Philips Sonicare - 9900 Prestige Rechargeable Electric Toothbrush with SenseIQ - Champagne"}
{"timestamp": "2025-04-30T03:03:03.455Z", "action": "click_product", "action_argument": "B08YCVJKXV"}
<|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": "wiper blades for mazda 3"
}
  ],
  "promotion_items": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "quantity": ""},
    {"title": "24\" 18\" 12\" Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0D2KC8L8F", "price": "$21.59", "quantity": ""},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "quantity": ""},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "quantity": ""},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09S8J9SLJ"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Impreza 2017-2020 2021 2022 2023 Crosstrek 2018-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Blades Set - 26\"/16\"/12\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCZ9PGS"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCYVVC1"
}
  ],
  "search_results": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for Mazda 3 2014-2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12\" (Set of 3) U/J Hook", "asin": "B08CRH82FT", "price": "$21.59", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X 810164 Latitude 24\" & 18\" Wiper Blades Replacement Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084D2RHTL", "price": "$36.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"},
    {"title": "OEM QUALITY 24\" + 18\" Premium All-Seasons Stable And Quiet Windshield Wiper Blades(Set of 2)", "asin": "B08BHK9JHD", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X WeatherBeater 24\" & 18\" Wiper Blades Replacements Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084CXRZM8", "price": "$25.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3Pcs Mazda 3 Windshield Wiper Blades for 2014 2015 2016 2017 2018 Mazda-3, Original Equipment Automotive Replacement Windshield Wiper Blades for My Car - 24\"/18\"/12A\" (Pack of 3) J- HOOK", "asin": "B0BW3QR8GK", "price": "$19.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "26\" 17\" 14\" Windshield Wiper Blades Replacement for Mazda 3 2019 2020 2021 2022 2023 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0DCY8X7RW", "price": "$23.39", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2014 2015 2016 2017 2018,Original Equipment Replacement Front Rear Wiper Blade Set- 24\" 18\" 12\" (Set of 3)", "asin": "B0D568BFMN", "price": "$18.88", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for 2010-2013 Mazda 3, Windshield Wiper Blades Original Equipment Replacement - 24\"/19\"/14\" (Set of 3) U/J HOOK", "asin": "B0CWRQZCRL", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Compatible With Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0D3Z82JG5", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon Only 7 left in stock - order soon."},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Wiper Blades for Mazda 3 Hatchback 2019 2020 2021 2022 2023 2024, OEM Quality Windshield Wipers Include Front 26 17 Inch and Rear Blade 14 Inch, Easy to Install Replacement Wipers Pack of 3", "asin": "B0D7TP9QT6", "price": "$25.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 11 left in stock - order soon."},
    {"title": "3 wipers Replacement for Mazda 3 2014 2015 2016 2017 2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12A\" (Set of 3) U/J HOOK", "asin": "B0B9GZN7HX", "price": "$19.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 2 left in stock - order soon."},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "24\" + 18\" Windshield Wiper Blade Original Equipment Automotive Replacement J/U Hook Front Blades Compatible with Mazda 3 2014-2018 6 2009-2017 CX-5 2013-2016 (Pack of 2)", "asin": "B0CZRWFNQS", "price": "$17.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "12\" Rear Wiper Blade Compatible with Mazda 3 2014-2018,Nissan Armada 2005-2020,Cube 2009-2014,Micra 2015-2019,Pathfinder 2004-2012,Quest 2011-2017 Back Window Wiper blades 12-B", "asin": "B0CJ4NMH7C", "price": "$6.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "TRICO Gold\u2122 (18-2617) 26 & 17 Inch Pack of 2 Automotive Replacement Windshield Wiper Blades for My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843D1SL9", "price": "$27.02", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Gavimnal\u00ae 24\"+18\"+12\" Silicone Wiper Blades Replacement For Mazda 3 2014-2018,All-Season Front Rear Windshield Wiper Blades(Set of 3)", "asin": "B0DG5Q9LPY", "price": "$23.99", "delivery": "FREE delivery Wed, May 7 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 17 left in stock - order soon."},
    {"title": "TRICO Diamond\u2122 (25-2618) 26 Inch & 18 inch pack of 2 High Performance Automotive Replacement Windshield Wiper Blades For My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843CW16D", "price": "$38.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-01T20:17:16.273Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-03T01:06:31.719Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-03T01:06:36.176Z", "action": "click_product", "action_argument": "B0CMQZ2HFJ"}
{"timestamp": "2025-04-03T01:06:46.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:53.317Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:55.971Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:06:59.511Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:35.819Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:07:42.855Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:12.385Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:25.056Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:28.535Z", "action": "purchase", "action_argument": "B0DBZ3JYRF"}
{"timestamp": "2025-04-03T01:08:33.297Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:40.408Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:08:45.088Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-03T01:09:12.992Z", "action": "purchase", "action_argument": "B0D418HHPL"}
{"timestamp": "2025-04-03T21:01:16.883Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-03T21:01:48.059Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-10T16:48:03.168Z", "action": "input", "action_argument": "Specialized Flashback Bicycle Tail Light"}
{"timestamp": "2025-04-10T16:49:40.256Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-10T20:22:03.308Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-10T20:22:28.693Z", "action": "click_product", "action_argument": "B0DJFQB41P"}
{"timestamp": "2025-04-10T20:22:58.638Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:23:03.709Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:05.344Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:25.478Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:30.679Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:33.320Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:36.445Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:39.623Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:23:54.549Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-10T20:24:40.619Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:24:48.903Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-10T20:24:59.251Z", "action": "purchase", "action_argument": "B0DH7PNPPM"}
{"timestamp": "2025-04-10T20:25:06.552Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-10T20:25:18.663Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-11T22:32:42.448Z", "action": "input", "action_argument": "shimano rx400"}
{"timestamp": "2025-04-11T22:33:06.788Z", "action": "click_product", "action_argument": "B07YMBRRBN"}
{"timestamp": "2025-04-14T18:30:56.587Z", "action": "click", "action_argument": "cart_side_bar"}
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{"timestamp": "2025-04-19T03:49:37.129Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:42.797Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:44.065Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:46.106Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:48.178Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:52.629Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:54.589Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:49:58.427Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:01.796Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:02.753Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:50:22.856Z", "action": "purchase", "action_argument": "B0BP69X89N"}
{"timestamp": "2025-04-19T03:51:36.642Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-19T03:54:35.038Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:40.413Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:43.314Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:46.323Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:49.266Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-19T03:54:54.153Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:30:32.001Z", "action": "input", "action_argument": "patio cat"}
{"timestamp": "2025-04-23T20:31:24.619Z", "action": "click_product", "action_argument": "B0BKZKL1F7"}
{"timestamp": "2025-04-23T20:31:30.911Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-23T20:32:30.473Z", "action": "input", "action_argument": "green Balcony "}
{"timestamp": "2025-04-23T20:32:30.489Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-23T20:32:38.943Z", "action": "click_product", "action_argument": "B0053G9SHM"}
{"timestamp": "2025-04-23T20:33:07.012Z", "action": "click_product", "action_argument": "B0D8W8DZJZ"}
{"timestamp": "2025-04-26T01:58:46.860Z", "action": "input", "action_argument": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"}
{"timestamp": "2025-04-26T01:58:49.610Z", "action": "click_product", "action_argument": "B00W2XM4IO"}
{"timestamp": "2025-04-26T02:15:32.150Z", "action": "click_product", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-26T02:16:19.301Z", "action": "purchase", "action_argument": "B07YYJLKFW"}
{"timestamp": "2025-04-30T02:11:55.144Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-30T03:02:59.933Z", "action": "input", "action_argument": "Philips Sonicare - 9900 Prestige Rechargeable Electric Toothbrush with SenseIQ - Champagne"}
{"timestamp": "2025-04-30T03:03:03.455Z", "action": "click_product", "action_argument": "B08YCVJKXV"}
<|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": "wiper blades for mazda 3"
}
  ],
  "promotion_items": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "quantity": ""},
    {"title": "24\" 18\" 12\" Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0D2KC8L8F", "price": "$21.59", "quantity": ""},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "quantity": ""},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "quantity": ""},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09S8J9SLJ"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Impreza 2017-2020 2021 2022 2023 Crosstrek 2018-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Blades Set - 26\"/16\"/12\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCZ9PGS"
},
    {
  "title": "Go to detail page for \"3 Factory Wiper Blade Replacement for Subaru Forester 2019-2021 2022 2023 2024 Original Equipment Windshield Window Wiper Blades Set - 26\"/17\"/14\"(Set of 3).\" Rated 4.4 out of 5 stars by 9797 reviews. Eligible for Prime.",
  "asin": "B09SCYVVC1"
}
  ],
  "search_results": [
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for Mazda 3 2014-2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12\" (Set of 3) U/J Hook", "asin": "B08CRH82FT", "price": "$21.59", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X 810164 Latitude 24\" & 18\" Wiper Blades Replacement Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084D2RHTL", "price": "$36.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"},
    {"title": "OEM QUALITY 24\" + 18\" Premium All-Seasons Stable And Quiet Windshield Wiper Blades(Set of 2)", "asin": "B08BHK9JHD", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Rain-X WeatherBeater 24\" & 18\" Wiper Blades Replacements Set for Chevrolet Equinox 2018-2024, Toyota Corolla 2002-2008, Chevrolet Cruze 2011-2015, Nissan Frontier 2005-2021, Jeep Compass 2018-2022", "asin": "B084CXRZM8", "price": "$25.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3Pcs Mazda 3 Windshield Wiper Blades for 2014 2015 2016 2017 2018 Mazda-3, Original Equipment Automotive Replacement Windshield Wiper Blades for My Car - 24\"/18\"/12A\" (Pack of 3) J- HOOK", "asin": "B0BW3QR8GK", "price": "$19.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "26\" 17\" 14\" Windshield Wiper Blades Replacement for Mazda 3 2019 2020 2021 2022 2023 Premium All Weather Front Rear Wipers Set - OEM Quality (Pack of 3)", "asin": "B0DCY8X7RW", "price": "$23.39", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2014 2015 2016 2017 2018,Original Equipment Replacement Front Rear Wiper Blade Set- 24\" 18\" 12\" (Set of 3)", "asin": "B0D568BFMN", "price": "$18.88", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 wipers Replacement for 2010-2013 Mazda 3, Windshield Wiper Blades Original Equipment Replacement - 24\"/19\"/14\" (Set of 3) U/J HOOK", "asin": "B0CWRQZCRL", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "3 Factory Wiper Blade Replacement for Mazda CX-5 CX-9 02/2017-2021 2022 2023 Original Equipment Windshield Window Wiper Blades Set - 24\"/18\"/14\"(Set of 3)", "asin": "B09S8J9SLJ", "price": "$24.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Compatible With Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0D3Z82JG5", "price": "$19.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon Only 7 left in stock - order soon."},
    {"title": "TRICO Gold 24\" + 18\" Premium Automotive Replacement Windshield Wiper Blades (Set of 2), Passenger and Driver Side All-Weather Beam Wiper Blades for Select Vehicle Models", "asin": "B0843D22H3", "price": "$31.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for Mazda 3 2010 2011 2012 2013 Original Factory Quality Front Rear Wipers Blade Set for My Car - 24\" 19\" 14\" (Pack of 3)", "asin": "B0C8LR2FK8", "price": "$20.87", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Wiper Blades for Mazda 3 Hatchback 2019 2020 2021 2022 2023 2024, OEM Quality Windshield Wipers Include Front 26 17 Inch and Rear Blade 14 Inch, Easy to Install Replacement Wipers Pack of 3", "asin": "B0D7TP9QT6", "price": "$25.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 11 left in stock - order soon."},
    {"title": "3 wipers Replacement for Mazda 3 2014 2015 2016 2017 2018, Windshield Wiper Blades Original Equipment Replacement - 24\"/18\"/12A\" (Set of 3) U/J HOOK", "asin": "B0B9GZN7HX", "price": "$19.99", "delivery": "FREE delivery Tue, May 6 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 2 left in stock - order soon."},
    {"title": "Windshield Wiper Blades Replacement for 2014 2015 2016 2017 2018 Mazda 3 Original Factory Quality Front Rear Wipers Blade Set for Car - 24\" 18\" 12\" (Piece of 3)", "asin": "B0C655N3GZ", "price": "$23.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "24\" + 18\" Windshield Wiper Blade Original Equipment Automotive Replacement J/U Hook Front Blades Compatible with Mazda 3 2014-2018 6 2009-2017 CX-5 2013-2016 (Pack of 2)", "asin": "B0CZRWFNQS", "price": "$17.99", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "12\" Rear Wiper Blade Compatible with Mazda 3 2014-2018,Nissan Armada 2005-2020,Cube 2009-2014,Micra 2015-2019,Pathfinder 2004-2012,Quest 2011-2017 Back Window Wiper blades 12-B", "asin": "B0CJ4NMH7C", "price": "$6.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "TRICO Gold\u2122 (18-2617) 26 & 17 Inch Pack of 2 Automotive Replacement Windshield Wiper Blades for My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843D1SL9", "price": "$27.02", "delivery": "Prime members get FREE delivery Sun, May 4 Or Non-members get FREE delivery Tue, May 6 on $35 of items shipped by Amazon"},
    {"title": "Gavimnal\u00ae 24\"+18\"+12\" Silicone Wiper Blades Replacement For Mazda 3 2014-2018,All-Season Front Rear Windshield Wiper Blades(Set of 3)", "asin": "B0DG5Q9LPY", "price": "$23.99", "delivery": "FREE delivery Wed, May 7 on $35 of items shipped by Amazon Or fastest delivery Mon, May 5 Only 17 left in stock - order soon."},
    {"title": "TRICO Diamond\u2122 (25-2618) 26 Inch & 18 inch pack of 2 High Performance Automotive Replacement Windshield Wiper Blades For My Car Super Premium All Weather Beam Blade for Select Vehicle Models", "asin": "B0843CW16D", "price": "$38.99", "delivery": "Prime members get FREE delivery Sat, May 3 Or Non-members get FREE delivery Tue, May 6"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-05-01T20:17:16.273Z", // 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>
