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

<|action_start|>
{"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"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"
}
  ],
  "product_details": [
    {
  "asin": "B00W2XM4IO"
},
    {
  "title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)"
},
    {
  "price": "$34.98"
},
    {
  "bullet_list": "   Premium freeze-dried raw cat food made with crate-free pork raised without antibiotics, steroids or added hormones and with USDA certified organic fruits and vegetables. Grain free     Upgrade from kibble. Minimally processed cat food delivers the highest digestibility for maximum nutrient absorption to support optimal weight, skin & coat, oral & eye health, reduced stool volume     Serve as a complete & balanced meal, a cat food topper or freeze dried cat treat. Adding Primal Pet Food just a few times a week will help you start to see the results raw food for cats can provide     Convenient & delicious raw nutrition. Shelf-stable, great alternative to frozen cat food. Easy to crumble and serve. Best when rehydrated to satisfy your feline\u2019s natural instinct. 3-4 nuggets per oz     Crafted in the USA. Healthy adult cat food with real whole food ingredients. No synthetic vitamins or minerals. No artificial flavors, colors, preservatives. No corn, wheat, soy, lentils, or legumes    "
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
},
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Flavor Name": "Pork"
},
    {
  "Size": "14 Ounce (Pack of 1)"
}
  ],
  "promotion_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Venison, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B005KSPD0O", "price": "$47.98", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Small Breed Recipe, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 1.5 lb Bag", "asin": "B0CQ8X5MB6", "price": "$29.99", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B06XPVSDPF", "price": "$47.98", "quantity": ""},
    {"title": "Instinct Raw Boost Mixers, Freeze Dried Cat Food Toppers with Functional Ingredients, Grain Free, Real Chicken - Skin & Coat Health, 5.5 oz Bag", "asin": "B07NLYM3Y8", "price": "$15.99", "quantity": ""},
    {"title": "Stella & Chewy's Raw Coated Premium Kibble Cat Food \u2013 Grain Free, Protein Rich Meals \u2013 Cage-Free Chicken Recipe \u2013 10 lb. Bag", "asin": "B07YYJLKFW", "price": "$37.99", "quantity": ""},
    {"title": "ZEAL Canada Air-Dried Beef Recipe for Dogs - High Protein, Natural Superfoods, Nutrient Rich, No Fillers, Grain Free, Complete & Balanced (Beef, 1 lb)", "asin": "B0D8TXD28Q", "price": "$29.46", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Instinct Freeze Dried Raw Meals, Natural Dry Cat Food, Grain Free - Cage Free Chicken, 9.5 oz. Bag", "asin": "B084DH5651", "price": "$23.99", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (5.5 oz)", "asin": "B06XPVXJ7C", "price": "$19.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Fish & Pork, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 5.4 lb Bag", "asin": "B0DM5G46K3", "price": "$89.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 1.5 lb Bag", "asin": "B0CQ8SXLMJ", "price": "$29.99", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""}
  ],
  "comparison_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B00W2XM4IO", "price": "$34.98"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Chicken Recipe, 10oz, Prey Model Diet, Free Range, Antibiotic Free, Sustainably Sourced and Made in The USA", "asin": "B09RWDZCTK", "price": "$25.87"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Pork Recipe, 10oz, Prey Model Diet, Free Range & Grass Fed, Antibiotic & Hormone Free, Sustainably Sourced and Made in The USA", "asin": "B09RWFTQXV", "price": "$24.66"},
    {"title": "Vital Essentials Freeze Dried Cat Food, Raw Pork Mini Patties Entree 8 oz", "asin": "B0BY182Q2B", "price": "$19.99"},
    {"title": "Vital Essentials\u00ae Freeze-Dried Raw Pork Entree & Mixer Cat Food Crunchy Nibs, 12 oz", "asin": "B0BXYZVCS9", "price": "$31.56"},
    {"title": "Primal Dog Food Toppers & Cat Food Toppers, Cupboard Cuts, Grain Free Meal Mixers with Probiotics, Raw Freeze Dried Dog Treats & Cat Treats, Great for Training, (Chicken, 18 oz)", "asin": "B09VTNJRG4", "price": "$38.98"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T02:15:32.150Z", // 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"}
{"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"}
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{"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"}
<|memory_end|>

<|action_start|>
{"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"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"
}
  ],
  "product_details": [
    {
  "asin": "B00W2XM4IO"
},
    {
  "title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)"
},
    {
  "price": "$34.98"
},
    {
  "bullet_list": "   Premium freeze-dried raw cat food made with crate-free pork raised without antibiotics, steroids or added hormones and with USDA certified organic fruits and vegetables. Grain free     Upgrade from kibble. Minimally processed cat food delivers the highest digestibility for maximum nutrient absorption to support optimal weight, skin & coat, oral & eye health, reduced stool volume     Serve as a complete & balanced meal, a cat food topper or freeze dried cat treat. Adding Primal Pet Food just a few times a week will help you start to see the results raw food for cats can provide     Convenient & delicious raw nutrition. Shelf-stable, great alternative to frozen cat food. Easy to crumble and serve. Best when rehydrated to satisfy your feline\u2019s natural instinct. 3-4 nuggets per oz     Crafted in the USA. Healthy adult cat food with real whole food ingredients. No synthetic vitamins or minerals. No artificial flavors, colors, preservatives. No corn, wheat, soy, lentils, or legumes    "
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
},
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Flavor Name": "Pork"
},
    {
  "Size": "14 Ounce (Pack of 1)"
}
  ],
  "promotion_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Venison, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B005KSPD0O", "price": "$47.98", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Small Breed Recipe, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 1.5 lb Bag", "asin": "B0CQ8X5MB6", "price": "$29.99", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B06XPVSDPF", "price": "$47.98", "quantity": ""},
    {"title": "Instinct Raw Boost Mixers, Freeze Dried Cat Food Toppers with Functional Ingredients, Grain Free, Real Chicken - Skin & Coat Health, 5.5 oz Bag", "asin": "B07NLYM3Y8", "price": "$15.99", "quantity": ""},
    {"title": "Stella & Chewy's Raw Coated Premium Kibble Cat Food \u2013 Grain Free, Protein Rich Meals \u2013 Cage-Free Chicken Recipe \u2013 10 lb. Bag", "asin": "B07YYJLKFW", "price": "$37.99", "quantity": ""},
    {"title": "ZEAL Canada Air-Dried Beef Recipe for Dogs - High Protein, Natural Superfoods, Nutrient Rich, No Fillers, Grain Free, Complete & Balanced (Beef, 1 lb)", "asin": "B0D8TXD28Q", "price": "$29.46", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Instinct Freeze Dried Raw Meals, Natural Dry Cat Food, Grain Free - Cage Free Chicken, 9.5 oz. Bag", "asin": "B084DH5651", "price": "$23.99", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (5.5 oz)", "asin": "B06XPVXJ7C", "price": "$19.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Fish & Pork, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 5.4 lb Bag", "asin": "B0DM5G46K3", "price": "$89.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 1.5 lb Bag", "asin": "B0CQ8SXLMJ", "price": "$29.99", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""}
  ],
  "comparison_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B00W2XM4IO", "price": "$34.98"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Chicken Recipe, 10oz, Prey Model Diet, Free Range, Antibiotic Free, Sustainably Sourced and Made in The USA", "asin": "B09RWDZCTK", "price": "$25.87"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Pork Recipe, 10oz, Prey Model Diet, Free Range & Grass Fed, Antibiotic & Hormone Free, Sustainably Sourced and Made in The USA", "asin": "B09RWFTQXV", "price": "$24.66"},
    {"title": "Vital Essentials Freeze Dried Cat Food, Raw Pork Mini Patties Entree 8 oz", "asin": "B0BY182Q2B", "price": "$19.99"},
    {"title": "Vital Essentials\u00ae Freeze-Dried Raw Pork Entree & Mixer Cat Food Crunchy Nibs, 12 oz", "asin": "B0BXYZVCS9", "price": "$31.56"},
    {"title": "Primal Dog Food Toppers & Cat Food Toppers, Cupboard Cuts, Grain Free Meal Mixers with Probiotics, Raw Freeze Dried Dog Treats & Cat Treats, Great for Training, (Chicken, 18 oz)", "asin": "B09VTNJRG4", "price": "$38.98"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T02:15:32.150Z", // 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"}
{"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"}
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{"timestamp": "2025-04-23T20:32:30.473Z", "action": "input", "action_argument": "green Balcony "}
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<|memory_end|>

<|action_start|>
{"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"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
{
  "search_term": [
    {
  "term": "Primal Pork Formula Nuggets Grain-Free Raw Freeze-Dried Cat Food"
}
  ],
  "product_details": [
    {
  "asin": "B00W2XM4IO"
},
    {
  "title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)"
},
    {
  "price": "$34.98"
},
    {
  "bullet_list": "   Premium freeze-dried raw cat food made with crate-free pork raised without antibiotics, steroids or added hormones and with USDA certified organic fruits and vegetables. Grain free     Upgrade from kibble. Minimally processed cat food delivers the highest digestibility for maximum nutrient absorption to support optimal weight, skin & coat, oral & eye health, reduced stool volume     Serve as a complete & balanced meal, a cat food topper or freeze dried cat treat. Adding Primal Pet Food just a few times a week will help you start to see the results raw food for cats can provide     Convenient & delicious raw nutrition. Shelf-stable, great alternative to frozen cat food. Easy to crumble and serve. Best when rehydrated to satisfy your feline\u2019s natural instinct. 3-4 nuggets per oz     Crafted in the USA. Healthy adult cat food with real whole food ingredients. No synthetic vitamins or minerals. No artificial flavors, colors, preservatives. No corn, wheat, soy, lentils, or legumes    "
}
  ],
  "product_quantity": [
    {
  "quantity": "1"
},
    {
  "quantity": "1"
}
  ],
  "product_options": [
    {
  "Flavor Name": "Pork"
},
    {
  "Size": "14 Ounce (Pack of 1)"
}
  ],
  "promotion_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Venison, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B005KSPD0O", "price": "$47.98", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Small Breed Recipe, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 1.5 lb Bag", "asin": "B0CQ8X5MB6", "price": "$29.99", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B06XPVSDPF", "price": "$47.98", "quantity": ""},
    {"title": "Instinct Raw Boost Mixers, Freeze Dried Cat Food Toppers with Functional Ingredients, Grain Free, Real Chicken - Skin & Coat Health, 5.5 oz Bag", "asin": "B07NLYM3Y8", "price": "$15.99", "quantity": ""},
    {"title": "Stella & Chewy's Raw Coated Premium Kibble Cat Food \u2013 Grain Free, Protein Rich Meals \u2013 Cage-Free Chicken Recipe \u2013 10 lb. Bag", "asin": "B07YYJLKFW", "price": "$37.99", "quantity": ""},
    {"title": "ZEAL Canada Air-Dried Beef Recipe for Dogs - High Protein, Natural Superfoods, Nutrient Rich, No Fillers, Grain Free, Complete & Balanced (Beef, 1 lb)", "asin": "B0D8TXD28Q", "price": "$29.46", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Instinct Freeze Dried Raw Meals, Natural Dry Cat Food, Grain Free - Cage Free Chicken, 9.5 oz. Bag", "asin": "B084DH5651", "price": "$23.99", "quantity": ""},
    {"title": "Primal Freeze Dried Dog Food, Pronto Mini Nuggets, Lamb; Scoop & Serve, Complete & Balanced Meal; Also Use as Topper or Treat; Premium, Healthy, Grain Free, High Protein Raw Dog Food (25 oz)", "asin": "B0BCP2YNZL", "price": "$59.74", "quantity": ""},
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Rabbit, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (5.5 oz)", "asin": "B06XPVXJ7C", "price": "$19.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F1497FYR", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Dog Food, Fish & Pork, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Dog Food 5.4 lb Bag", "asin": "B0DM5G46K3", "price": "$89.98", "quantity": ""},
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    {"title": "Primal Freeze Dried Raw Dog Food Nuggets, Pork, Complete & Balanced Meal, Also Use as Topper or Treat, Premium, Healthy, Grain Free, High Protein Raw Dog Food, 14 oz", "asin": "B010I3K206", "price": "$32.80", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Beef, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F147685H", "price": "$29.98", "quantity": ""},
    {"title": "Primal Kibble in The Raw, Freeze Dried Cat Food, Chicken & Fish, Scoop & Serve, Made with Raw Protein, Whole Ingredient Nutrition, Crafted in The USA, Dry Cat Food, 24 Ounce (1.5 lb) Bag", "asin": "B0F14FXX2P", "price": "$29.98", "quantity": ""}
  ],
  "comparison_items": [
    {"title": "Primal Freeze Dried Raw Cat Food Nuggets Pork, Complete & Balanced Meal or Topper, Premium, Healthy, Grain Free, High Protein Raw Cat Food with Probiotics (14 oz)", "asin": "B00W2XM4IO", "price": "$34.98"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Chicken Recipe, 10oz, Prey Model Diet, Free Range, Antibiotic Free, Sustainably Sourced and Made in The USA", "asin": "B09RWDZCTK", "price": "$25.87"},
    {"title": "Steve's Real Food Quest Super Premium Freeze Dried Raw Cat Food, Pork Recipe, 10oz, Prey Model Diet, Free Range & Grass Fed, Antibiotic & Hormone Free, Sustainably Sourced and Made in The USA", "asin": "B09RWFTQXV", "price": "$24.66"},
    {"title": "Vital Essentials Freeze Dried Cat Food, Raw Pork Mini Patties Entree 8 oz", "asin": "B0BY182Q2B", "price": "$19.99"},
    {"title": "Vital Essentials\u00ae Freeze-Dried Raw Pork Entree & Mixer Cat Food Crunchy Nibs, 12 oz", "asin": "B0BXYZVCS9", "price": "$31.56"},
    {"title": "Primal Dog Food Toppers & Cat Food Toppers, Cupboard Cuts, Grain Free Meal Mixers with Probiotics, Raw Freeze Dried Dog Treats & Cat Treats, Great for Training, (Chicken, 18 oz)", "asin": "B09VTNJRG4", "price": "$38.98"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-26T02:15:32.150Z", // 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>
