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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T21:32:11.947Z", "action": "input", "action_argument": "eggs"}
{"timestamp": "2025-04-18T21:32:12.307Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-18T21:33:27.207Z", "action": "input", "action_argument": "bananas"}
<|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": "bananas"}],
"promotion_items": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Rapid Egg Cooker Electric 6 Eggs Capacity, Soft, Medium, Hard Boiled, Poacher, Omelet Maker Egg Poacher With Auto Shut-Off, BPA Free", "asin": "B0C8J2737F", "price": "$29.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "quantity": ""},
{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "quantity": ""},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder\n11 Ounce (Pack of 1)", "asin": "B01G24Z06G", "price": "$26.99", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""}],
"ads": [{"title": "JOYIN 100 Pcs Prefilled Easter Eggs with Toys Plus Stickers, Filled with Toys Party Favors for Kids Boys Girls Easter Eggs Hunt, Basket Stuffers Fillers, Classroom Prize Supplies", "asin": "B07N8KQQLT"},
{"title": "JOYIN 200 PCS Prefilled Easter Eggs with Assorted Toys for Easter Egg Hunt, Basket Stuffers Fillers, Party Favors, Classroom Prize Supplies", "asin": "B08RJ3852N"},
{"title": "JOYIN 200Pcs Prefilled Easter Eggs with Assorted Toys Plus Stickers Inside, Easter Eggs Filled for Kids, Basket Stuffers, Egg Hunt, Party Favors, Classroom Prize Supplies", "asin": "B086MNTLFP"}],
"search_results": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "delivery": "$20 delivery Apr 23 - 24"},
{"title": "PAAS Easter Egg Decorating Bundle, Includes 1 Deluxe Kit, 1 Cosmic Egg Dying Kit, and PAAS Whiskers for Easy Egg Dying, Food Safe Dye for Family Easter Activity (3 Piece Bundle)", "asin": "B0DXQVB12P", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Apr 19 Arrives before Easter"},
{"title": "Egg Holder for Fridge Automatic Rolling, Egg Storager Container Organizer Dispenser for Refrigerator Stackable Removable Inner Tray, Egg Accessories (Clear, 1 Row-3 Tiers)", "asin": "B0DRYLQBH6", "price": "$21.98", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "delivery": "FREE delivery Apr 25 - May 1"},
{"title": "PAAS Megga Color Cups Egg Decorating Kit: Dye 12 Eggs at The Same Time!", "asin": "B0BX5GV356", "price": "$16.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 14 left in stock - order soon."},
{"title": "Amazon Grocery, Cage-Free Large White Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRHM6T5", "price": "$9.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Vital Farms, Large Grade A Eggs, 12 Count", "asin": "B0849MZ45Y", "price": "$9.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms 18 Pasture-Raised Eggs, Large, Brown, Grade A, Certified Humane, 1.5 Dozen", "asin": "B01MZHDHVM", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms Organic Pasture Raised Eggs Large Brown, 12 Count", "asin": "B00M1QWODW", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms, Egg Large Organic, 18 Count", "asin": "B089C8JT7B", "price": "$15.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Easter Candy Variety Pack Bulk 2lb \u2013 Individually Wrapped Chocolate Candy Assortment for Easter Baskets, Egg Hunts, Spring Parties, and Candy Dishes \u2013 Festive Seasonal Treats for Sharing and Gifting", "asin": "B0DND9JN5T", "price": "$19.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "200Pcs 2.36inch Colorful Easter Plastic Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 2pcs Cute Non Woven Bags, Toys Filling Treats and Easter Theme Party Supplies Favor", "asin": "B0CQPSTL78", "price": "$25.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 18 left in stock - order soon."},
{"title": "Red Egg Dye for Greek Orthodox Traditional Easter - Food Coloring Kit - Up to 30 Eggs - Non-Toxic, Vibrant Red Color - Easy Preparation and Use", "asin": "B0CZHXBW8G", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Mon, Apr 21"},
{"title": "12Pcs Easter Marble Eggs with Mochi Squishy Toys, 1pc Non Woven Bags for Easter Theme Party Favors, Supplies for Easter Egg Hunt, Basket Stuffers/Fillers, Classroom Prize Supplies Toddler Boys Girls", "asin": "B0CR439SBD", "price": "$13.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 25 - 28"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H5HJ32", "price": "$4.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Pete & Gerry's Organic Free Range Grade A Large Eggs, 12 ct", "asin": "B00F0ZNK8E", "price": "$7.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Pasture-Raised Grade A Large Eggs - 12ct", "asin": "B00TNWEN18", "price": "$8.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Organic Valley Organic Brown Large Grade A Eggs, 12 count", "asin": "B00CIZCSIM", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Var)", "asin": "B0BXRMLYZN", "price": "$4.49", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "400Pcs 2.36'' Tall Iridescent Marble-like Plastic Easter Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 4pcs Cute Non Woven Bags, Toys Filling Treats & Easter Theme Party Supplies Favor", "asin": "B0CQRQX7Q4", "price": "$45.99", "delivery": "FREE delivery Only 1 left in stock - order soon."},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "24 Pack Easter Empty Eggs with Slow Rising Stress Balls for Kids Easter Party Favors, Classroom Fidget Toys, Sensory Squishy Ball with Surprise Toys Inside", "asin": "B09MQCS537", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder", "asin": "B01G24Z06G", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "LindtEaster Candy, 24 Eggs Easter Candy Individually Wrapped 0.99 oz Each, Perfect for Holiday Gatherings and Sharing with Family and Friends, Festive Easter Basket Stuffers for Kids and Adults", "asin": "B0F19JMXLH", "price": "$29.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon"},
{"title": "California Ranch Fresh Large Grade AA Eggs, 18 ct", "asin": "B00G8UABM8", "price": "$9.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRM9YTV", "price": "$9.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H64C8Z", "price": "$6.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Large Grade A, 18 Count", "asin": "B074H6YPBJ", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Organic Pasture-Raised Eggs XL, 12ct", "asin": "B097FTJC3F", "price": "$11.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "365 by Whole Foods Market, Eggs White Large Grade A, 12 Count", "asin": "B074H6R3J4", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRKRF93", "price": "$6.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 6 Ct (PreviouslyAmazon Fresh, Packaging May Vary)", "asin": "B0BXRKWBRC", "price": "$3.39", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H6X4KN", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 By Whole Foods Market, Organic Omega 3 Large Brown Grade A Eggs, 12 Count", "asin": "B074H5J381", "price": "$7.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFDMSXZ", "price": "$9.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H76RNW", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Nellie's Free Range Large Eggs, 12 Count", "asin": "B00F0ZNJYE", "price": "$7.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Farm Fresh Large Eggs, 18 Count", "asin": "B0DY7KNL6R", "price": "$10.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Large AA Cage Free, 12 Count", "asin": "B0DVLKMWBV", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Oragnic Cage Free Brown Grade AA Eggs, 12 Count", "asin": "B0CVWW5966", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nellie's Free Range Eggs 18ct Large", "asin": "B08L8RFMV7", "price": "$11.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Organic Cage Free X-Large Eggs Grade, 12 Count", "asin": "B0DY7M1CK6", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 18ct", "asin": "B0B21WF533", "price": "$13.49", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nulaid, Med Egg AA, 12 Count", "asin": "B0DVLVLVC1", "price": "$7.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 12ct", "asin": "B0B21YHY38", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Extra Large Grade AA Eggs, 12 Count", "asin": "B0CVXKJKJH", "price": "$10.29", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley, Organic Free-Range Medium Brown Eggs - 18 ct", "asin": "B0DRW9R5XG", "price": "$7.50", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Judy's, Eggs Organic Jumbo, 6 Count", "asin": "B079NKH3PS", "price": "$4.79", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Half Dozen Pasture-Raised Eggs, Large, Brown, Grade A Certified Humane, 6Ct", "asin": "B01NB0OLPT", "price": "$4.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley Organic Eggs Grade A Large Brown, 18 CT", "asin": "B08QX2Y2SS", "price": "$8.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Judy's, Eggs Brown Large Organic, 12 Count", "asin": "B005G2324S", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms 1 Dozen Restorative Pasture-Raised Organic Eggs, Large, Certified Humane, 12 ct", "asin": "B09RRDKJ58", "price": "$11.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Vital Farms Pasture-Raised Extra Large Eggs 12ct", "asin": "B07Z131SQB", "price": "$11.49", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Hard Cooked Medium Grade A, 6 Count", "asin": "B074H7NP9Q", "price": "$4.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Bay View, Cage Free Eggs Large Grade, 60 Count", "asin": "B0DWN342XN", "price": "$37.79", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Judy's, Eggs Extra Large Organic, 12 Count", "asin": "B07PNCY25J", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Organic Valley Pasture Raised Eggs, 12 ct", "asin": "B09T8B31Q3", "price": "$6.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "VITAL FARMS Organic Pasture Raised Hard Boiled Eggs, 9.3 OZ", "asin": "B0C4G8B5KZ", "price": "$8.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Eggland's Best, Large Cage Free Brown Eggs, 1 dozen", "asin": "B00A445BW4", "price": "$5.89", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Omega 3 Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFGCGKD", "price": "$10.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Pasture Raised Brown Egg", "asin": "B0DY2XSVC6", "price": "$8.47", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Vital Farms True-Blues Pasture-Raised Heirloom Eggs, Medium, Certified Humane, 12 ct", "asin": "B0C4C4MDZG", "price": "$9.59", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-18T21:33:27.583Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T21:32:11.947Z", "action": "input", "action_argument": "eggs"}
{"timestamp": "2025-04-18T21:32:12.307Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-18T21:33:27.207Z", "action": "input", "action_argument": "bananas"}
<|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": "bananas"}],
"promotion_items": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Rapid Egg Cooker Electric 6 Eggs Capacity, Soft, Medium, Hard Boiled, Poacher, Omelet Maker Egg Poacher With Auto Shut-Off, BPA Free", "asin": "B0C8J2737F", "price": "$29.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "quantity": ""},
{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "quantity": ""},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder\n11 Ounce (Pack of 1)", "asin": "B01G24Z06G", "price": "$26.99", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""}],
"ads": [{"title": "JOYIN 100 Pcs Prefilled Easter Eggs with Toys Plus Stickers, Filled with Toys Party Favors for Kids Boys Girls Easter Eggs Hunt, Basket Stuffers Fillers, Classroom Prize Supplies", "asin": "B07N8KQQLT"},
{"title": "JOYIN 200 PCS Prefilled Easter Eggs with Assorted Toys for Easter Egg Hunt, Basket Stuffers Fillers, Party Favors, Classroom Prize Supplies", "asin": "B08RJ3852N"},
{"title": "JOYIN 200Pcs Prefilled Easter Eggs with Assorted Toys Plus Stickers Inside, Easter Eggs Filled for Kids, Basket Stuffers, Egg Hunt, Party Favors, Classroom Prize Supplies", "asin": "B086MNTLFP"}],
"search_results": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "delivery": "$20 delivery Apr 23 - 24"},
{"title": "PAAS Easter Egg Decorating Bundle, Includes 1 Deluxe Kit, 1 Cosmic Egg Dying Kit, and PAAS Whiskers for Easy Egg Dying, Food Safe Dye for Family Easter Activity (3 Piece Bundle)", "asin": "B0DXQVB12P", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Apr 19 Arrives before Easter"},
{"title": "Egg Holder for Fridge Automatic Rolling, Egg Storager Container Organizer Dispenser for Refrigerator Stackable Removable Inner Tray, Egg Accessories (Clear, 1 Row-3 Tiers)", "asin": "B0DRYLQBH6", "price": "$21.98", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "delivery": "FREE delivery Apr 25 - May 1"},
{"title": "PAAS Megga Color Cups Egg Decorating Kit: Dye 12 Eggs at The Same Time!", "asin": "B0BX5GV356", "price": "$16.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 14 left in stock - order soon."},
{"title": "Amazon Grocery, Cage-Free Large White Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRHM6T5", "price": "$9.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Vital Farms, Large Grade A Eggs, 12 Count", "asin": "B0849MZ45Y", "price": "$9.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms 18 Pasture-Raised Eggs, Large, Brown, Grade A, Certified Humane, 1.5 Dozen", "asin": "B01MZHDHVM", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms Organic Pasture Raised Eggs Large Brown, 12 Count", "asin": "B00M1QWODW", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms, Egg Large Organic, 18 Count", "asin": "B089C8JT7B", "price": "$15.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Easter Candy Variety Pack Bulk 2lb \u2013 Individually Wrapped Chocolate Candy Assortment for Easter Baskets, Egg Hunts, Spring Parties, and Candy Dishes \u2013 Festive Seasonal Treats for Sharing and Gifting", "asin": "B0DND9JN5T", "price": "$19.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "200Pcs 2.36inch Colorful Easter Plastic Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 2pcs Cute Non Woven Bags, Toys Filling Treats and Easter Theme Party Supplies Favor", "asin": "B0CQPSTL78", "price": "$25.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 18 left in stock - order soon."},
{"title": "Red Egg Dye for Greek Orthodox Traditional Easter - Food Coloring Kit - Up to 30 Eggs - Non-Toxic, Vibrant Red Color - Easy Preparation and Use", "asin": "B0CZHXBW8G", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Mon, Apr 21"},
{"title": "12Pcs Easter Marble Eggs with Mochi Squishy Toys, 1pc Non Woven Bags for Easter Theme Party Favors, Supplies for Easter Egg Hunt, Basket Stuffers/Fillers, Classroom Prize Supplies Toddler Boys Girls", "asin": "B0CR439SBD", "price": "$13.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 25 - 28"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H5HJ32", "price": "$4.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Pete & Gerry's Organic Free Range Grade A Large Eggs, 12 ct", "asin": "B00F0ZNK8E", "price": "$7.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Pasture-Raised Grade A Large Eggs - 12ct", "asin": "B00TNWEN18", "price": "$8.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Organic Valley Organic Brown Large Grade A Eggs, 12 count", "asin": "B00CIZCSIM", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Var)", "asin": "B0BXRMLYZN", "price": "$4.49", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "400Pcs 2.36'' Tall Iridescent Marble-like Plastic Easter Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 4pcs Cute Non Woven Bags, Toys Filling Treats & Easter Theme Party Supplies Favor", "asin": "B0CQRQX7Q4", "price": "$45.99", "delivery": "FREE delivery Only 1 left in stock - order soon."},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "24 Pack Easter Empty Eggs with Slow Rising Stress Balls for Kids Easter Party Favors, Classroom Fidget Toys, Sensory Squishy Ball with Surprise Toys Inside", "asin": "B09MQCS537", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder", "asin": "B01G24Z06G", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "LindtEaster Candy, 24 Eggs Easter Candy Individually Wrapped 0.99 oz Each, Perfect for Holiday Gatherings and Sharing with Family and Friends, Festive Easter Basket Stuffers for Kids and Adults", "asin": "B0F19JMXLH", "price": "$29.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon"},
{"title": "California Ranch Fresh Large Grade AA Eggs, 18 ct", "asin": "B00G8UABM8", "price": "$9.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRM9YTV", "price": "$9.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H64C8Z", "price": "$6.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Large Grade A, 18 Count", "asin": "B074H6YPBJ", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Organic Pasture-Raised Eggs XL, 12ct", "asin": "B097FTJC3F", "price": "$11.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "365 by Whole Foods Market, Eggs White Large Grade A, 12 Count", "asin": "B074H6R3J4", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRKRF93", "price": "$6.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 6 Ct (PreviouslyAmazon Fresh, Packaging May Vary)", "asin": "B0BXRKWBRC", "price": "$3.39", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H6X4KN", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 By Whole Foods Market, Organic Omega 3 Large Brown Grade A Eggs, 12 Count", "asin": "B074H5J381", "price": "$7.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFDMSXZ", "price": "$9.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H76RNW", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Nellie's Free Range Large Eggs, 12 Count", "asin": "B00F0ZNJYE", "price": "$7.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Farm Fresh Large Eggs, 18 Count", "asin": "B0DY7KNL6R", "price": "$10.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Large AA Cage Free, 12 Count", "asin": "B0DVLKMWBV", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Oragnic Cage Free Brown Grade AA Eggs, 12 Count", "asin": "B0CVWW5966", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nellie's Free Range Eggs 18ct Large", "asin": "B08L8RFMV7", "price": "$11.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Organic Cage Free X-Large Eggs Grade, 12 Count", "asin": "B0DY7M1CK6", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 18ct", "asin": "B0B21WF533", "price": "$13.49", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nulaid, Med Egg AA, 12 Count", "asin": "B0DVLVLVC1", "price": "$7.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 12ct", "asin": "B0B21YHY38", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Extra Large Grade AA Eggs, 12 Count", "asin": "B0CVXKJKJH", "price": "$10.29", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley, Organic Free-Range Medium Brown Eggs - 18 ct", "asin": "B0DRW9R5XG", "price": "$7.50", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Judy's, Eggs Organic Jumbo, 6 Count", "asin": "B079NKH3PS", "price": "$4.79", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Half Dozen Pasture-Raised Eggs, Large, Brown, Grade A Certified Humane, 6Ct", "asin": "B01NB0OLPT", "price": "$4.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley Organic Eggs Grade A Large Brown, 18 CT", "asin": "B08QX2Y2SS", "price": "$8.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Judy's, Eggs Brown Large Organic, 12 Count", "asin": "B005G2324S", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms 1 Dozen Restorative Pasture-Raised Organic Eggs, Large, Certified Humane, 12 ct", "asin": "B09RRDKJ58", "price": "$11.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Vital Farms Pasture-Raised Extra Large Eggs 12ct", "asin": "B07Z131SQB", "price": "$11.49", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Hard Cooked Medium Grade A, 6 Count", "asin": "B074H7NP9Q", "price": "$4.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Bay View, Cage Free Eggs Large Grade, 60 Count", "asin": "B0DWN342XN", "price": "$37.79", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Judy's, Eggs Extra Large Organic, 12 Count", "asin": "B07PNCY25J", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Organic Valley Pasture Raised Eggs, 12 ct", "asin": "B09T8B31Q3", "price": "$6.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "VITAL FARMS Organic Pasture Raised Hard Boiled Eggs, 9.3 OZ", "asin": "B0C4G8B5KZ", "price": "$8.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Eggland's Best, Large Cage Free Brown Eggs, 1 dozen", "asin": "B00A445BW4", "price": "$5.89", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Omega 3 Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFGCGKD", "price": "$10.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Pasture Raised Brown Egg", "asin": "B0DY2XSVC6", "price": "$8.47", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Vital Farms True-Blues Pasture-Raised Heirloom Eggs, Medium, Certified Humane, 12 ct", "asin": "B0C4C4MDZG", "price": "$9.59", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-18T21:33:27.583Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T21:32:11.947Z", "action": "input", "action_argument": "eggs"}
{"timestamp": "2025-04-18T21:32:12.307Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-18T21:33:27.207Z", "action": "input", "action_argument": "bananas"}
<|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": "bananas"}],
"promotion_items": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Rapid Egg Cooker Electric 6 Eggs Capacity, Soft, Medium, Hard Boiled, Poacher, Omelet Maker Egg Poacher With Auto Shut-Off, BPA Free", "asin": "B0C8J2737F", "price": "$29.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "quantity": ""},
{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "quantity": ""},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "quantity": ""},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder\n11 Ounce (Pack of 1)", "asin": "B01G24Z06G", "price": "$26.99", "quantity": ""},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "quantity": ""},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "quantity": ""}],
"ads": [{"title": "JOYIN 100 Pcs Prefilled Easter Eggs with Toys Plus Stickers, Filled with Toys Party Favors for Kids Boys Girls Easter Eggs Hunt, Basket Stuffers Fillers, Classroom Prize Supplies", "asin": "B07N8KQQLT"},
{"title": "JOYIN 200 PCS Prefilled Easter Eggs with Assorted Toys for Easter Egg Hunt, Basket Stuffers Fillers, Party Favors, Classroom Prize Supplies", "asin": "B08RJ3852N"},
{"title": "JOYIN 200Pcs Prefilled Easter Eggs with Assorted Toys Plus Stickers Inside, Easter Eggs Filled for Kids, Basket Stuffers, Egg Hunt, Party Favors, Classroom Prize Supplies", "asin": "B086MNTLFP"}],
"search_results": [{"title": "Sailnovo 24 Egg Incubators for Hatching Eggs, 4 Modes Egg Incubator with Automatic Egg Turning and Humidity Display, Egg Candler - 360\u00b0 View with Clear Window Incubators for Hatching Chicks, Blue", "asin": "B0DXYXYKMM", "price": "$94.59", "delivery": "$20 delivery Apr 23 - 24"},
{"title": "PAAS Easter Egg Decorating Bundle, Includes 1 Deluxe Kit, 1 Cosmic Egg Dying Kit, and PAAS Whiskers for Easy Egg Dying, Food Safe Dye for Family Easter Activity (3 Piece Bundle)", "asin": "B0DXQVB12P", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, Apr 19 Arrives before Easter"},
{"title": "Egg Holder for Fridge Automatic Rolling, Egg Storager Container Organizer Dispenser for Refrigerator Stackable Removable Inner Tray, Egg Accessories (Clear, 1 Row-3 Tiers)", "asin": "B0DRYLQBH6", "price": "$21.98", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Freeze Dried Whole Powdered Eggs 10-Bag Bucket, 63.5 Oz | Premium Emergency Food Supply 25 Year Shelf Life | Non-GMO Prepper Supplies, Survival Food, Off Grid Living Supplies | Valley Food Storage", "asin": "B0BLWCPQ6G", "price": "$224.95", "delivery": "FREE delivery Apr 25 - May 1"},
{"title": "PAAS Megga Color Cups Egg Decorating Kit: Dye 12 Eggs at The Same Time!", "asin": "B0BX5GV356", "price": "$16.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 14 left in stock - order soon."},
{"title": "Amazon Grocery, Cage-Free Large White Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRHM6T5", "price": "$9.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Vital Farms, Large Grade A Eggs, 12 Count", "asin": "B0849MZ45Y", "price": "$9.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms 18 Pasture-Raised Eggs, Large, Brown, Grade A, Certified Humane, 1.5 Dozen", "asin": "B01MZHDHVM", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms Organic Pasture Raised Eggs Large Brown, 12 Count", "asin": "B00M1QWODW", "price": "$13.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70 Or FREE pickup"},
{"title": "Vital Farms, Egg Large Organic, 18 Count", "asin": "B089C8JT7B", "price": "$15.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "116 Pcs Pop Party Favors for Kids, Fidget Treasure Box Toys, Classroom Prizes, Pinata Filler Goody Bag Stuffers, Treasure Chest, Carnival Prize Box Toys for Boys Girls, Easter Basket Eggs Fillers", "asin": "B0BRV4Z1T8", "price": "$18.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Easter Candy Variety Pack Bulk 2lb \u2013 Individually Wrapped Chocolate Candy Assortment for Easter Baskets, Egg Hunts, Spring Parties, and Candy Dishes \u2013 Festive Seasonal Treats for Sharing and Gifting", "asin": "B0DND9JN5T", "price": "$19.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "200Pcs 2.36inch Colorful Easter Plastic Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 2pcs Cute Non Woven Bags, Toys Filling Treats and Easter Theme Party Supplies Favor", "asin": "B0CQPSTL78", "price": "$25.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 24 - 27 Only 18 left in stock - order soon."},
{"title": "Red Egg Dye for Greek Orthodox Traditional Easter - Food Coloring Kit - Up to 30 Eggs - Non-Toxic, Vibrant Red Color - Easy Preparation and Use", "asin": "B0CZHXBW8G", "price": "$17.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Mon, Apr 21"},
{"title": "12Pcs Easter Marble Eggs with Mochi Squishy Toys, 1pc Non Woven Bags for Easter Theme Party Favors, Supplies for Easter Egg Hunt, Basket Stuffers/Fillers, Classroom Prize Supplies Toddler Boys Girls", "asin": "B0CR439SBD", "price": "$13.99", "delivery": "FREE delivery Apr 26 - 30 on $35 of items shipped by Amazon Or fastest delivery Apr 25 - 28"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H5HJ32", "price": "$4.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Pete & Gerry's Organic Free Range Grade A Large Eggs, 12 ct", "asin": "B00F0ZNK8E", "price": "$7.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Pasture-Raised Grade A Large Eggs - 12ct", "asin": "B00TNWEN18", "price": "$8.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Organic Valley Organic Brown Large Grade A Eggs, 12 count", "asin": "B00CIZCSIM", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Var)", "asin": "B0BXRMLYZN", "price": "$4.49", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "400Pcs 2.36'' Tall Iridescent Marble-like Plastic Easter Eggs for Kids Egg Hunt Basket Bag Empty Stuffers Fillers with 4pcs Cute Non Woven Bags, Toys Filling Treats & Easter Theme Party Supplies Favor", "asin": "B0CQRQX7Q4", "price": "$45.99", "delivery": "FREE delivery Only 1 left in stock - order soon."},
{"title": "Egg Slicer for Hard Boiled Eggs Egg Cutter Strawberry Slicer Heavy Duty Aluminium Tomato Slicer Stainless Steel Wire Multipurpose Egg Slicer Dicer for Soft Fruit Mushroom Home Use", "asin": "B09KGQ1PKJ", "price": "$9.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "24 Pack Easter Empty Eggs with Slow Rising Stress Balls for Kids Easter Party Favors, Classroom Fidget Toys, Sensory Squishy Ball with Surprise Toys Inside", "asin": "B09MQCS537", "price": "$12.99", "delivery": "FREE delivery Thu, Apr 24 on $35 of items shipped by Amazon Or fastest delivery Sun, Apr 20"},
{"title": "Judee\u2019s Dried Whole Egg Powder 11 oz - Baking Supplies - Delicious and Gluten-Free for Breakfast, Baking, and Camping Meals - Simplifies Outdoor Cooking Preparation - Dried Eggs Powder", "asin": "B01G24Z06G", "price": "$26.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "LindtEaster Candy, 24 Eggs Easter Candy Individually Wrapped 0.99 oz Each, Perfect for Holiday Gatherings and Sharing with Family and Friends, Festive Easter Basket Stuffers for Kids and Adults", "asin": "B0F19JMXLH", "price": "$29.95", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon"},
{"title": "California Ranch Fresh Large Grade AA Eggs, 18 ct", "asin": "B00G8UABM8", "price": "$9.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 18 Ct (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRM9YTV", "price": "$9.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H64C8Z", "price": "$6.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 by Whole Foods Market, Eggs Large Grade A, 18 Count", "asin": "B074H6YPBJ", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Organic Pasture-Raised Eggs XL, 12ct", "asin": "B097FTJC3F", "price": "$11.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "96 Egg Holders for Refrigerator,4 Set Clear Deviled Egg Tray with Lid,Plastic Egg Storage Container,Egg Organizer for Protect and Keep Fresh,24 Egg Tray x 4 Pack", "asin": "B09VT151RF", "price": "$19.99", "delivery": "FREE delivery Wed, Apr 23 on $35 of items shipped by Amazon Or fastest delivery Overnight 7 AM - 11 AM"},
{"title": "365 by Whole Foods Market, Eggs White Large Grade A, 12 Count", "asin": "B074H6R3J4", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large Brown Eggs, Grade AA, 1 Dozen (Previously Amazon Fresh, Packaging May Vary)", "asin": "B0BXRKRF93", "price": "$6.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Amazon Grocery, Cage Free Large White Eggs, Grade AA, 6 Ct (PreviouslyAmazon Fresh, Packaging May Vary)", "asin": "B0BXRKWBRC", "price": "$3.39", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A Organic, 12 Count", "asin": "B074H6X4KN", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "365 By Whole Foods Market, Organic Omega 3 Large Brown Grade A Eggs, 12 Count", "asin": "B074H5J381", "price": "$7.29", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFDMSXZ", "price": "$9.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "365 by Whole Foods Market, Eggs Brown Large Grade A, 12 Count", "asin": "B074H76RNW", "price": "$5.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Nellie's Free Range Large Eggs, 12 Count", "asin": "B00F0ZNJYE", "price": "$7.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Farm Fresh Large Eggs, 18 Count", "asin": "B0DY7KNL6R", "price": "$10.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Large AA Cage Free, 12 Count", "asin": "B0DVLKMWBV", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Sunnyside Farms, Cage Free Oragnic Cage Free Brown Grade AA Eggs, 12 Count", "asin": "B0CVWW5966", "price": "$9.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nellie's Free Range Eggs 18ct Large", "asin": "B08L8RFMV7", "price": "$11.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Organic Cage Free X-Large Eggs Grade, 12 Count", "asin": "B0DY7M1CK6", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 18ct", "asin": "B0B21WF533", "price": "$13.49", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Nulaid, Med Egg AA, 12 Count", "asin": "B0DVLVLVC1", "price": "$7.49", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Eggland's Best LG Cage Free White 12ct", "asin": "B0B21YHY38", "price": "$8.99", "delivery": " $3.99 delivery Today 6 PM - 8 PM on orders over $70"},
{"title": "Sunnyside Farms, Extra Large Grade AA Eggs, 12 Count", "asin": "B0CVXKJKJH", "price": "$10.29", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley, Organic Free-Range Medium Brown Eggs - 18 ct", "asin": "B0DRW9R5XG", "price": "$7.50", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Judy's, Eggs Organic Jumbo, 6 Count", "asin": "B079NKH3PS", "price": "$4.79", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms Half Dozen Pasture-Raised Eggs, Large, Brown, Grade A Certified Humane, 6Ct", "asin": "B01NB0OLPT", "price": "$4.99", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Organic Valley Organic Eggs Grade A Large Brown, 18 CT", "asin": "B08QX2Y2SS", "price": "$8.89", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Judy's, Eggs Brown Large Organic, 12 Count", "asin": "B005G2324S", "price": "$6.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Vital Farms 1 Dozen Restorative Pasture-Raised Organic Eggs, Large, Certified Humane, 12 ct", "asin": "B09RRDKJ58", "price": "$11.99", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Vital Farms Pasture-Raised Extra Large Eggs 12ct", "asin": "B07Z131SQB", "price": "$11.49", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100"},
{"title": "365 by Whole Foods Market, Eggs Hard Cooked Medium Grade A, 6 Count", "asin": "B074H7NP9Q", "price": "$4.99", "delivery": " $4.95 delivery Today 6 PM - 8 PM on orders over $100 Or FREE pickup"},
{"title": "Bay View, Cage Free Eggs Large Grade, 60 Count", "asin": "B0DWN342XN", "price": "$37.79", "delivery": " $3.99 delivery Today 4 PM - 6 PM on orders over $70"},
{"title": "Judy's, Eggs Extra Large Organic, 12 Count", "asin": "B07PNCY25J", "price": "$7.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"},
{"title": "Organic Valley Pasture Raised Eggs, 12 ct", "asin": "B09T8B31Q3", "price": "$6.99", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "VITAL FARMS Organic Pasture Raised Hard Boiled Eggs, 9.3 OZ", "asin": "B0C4G8B5KZ", "price": "$8.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Eggland's Best, Large Cage Free Brown Eggs, 1 dozen", "asin": "B00A445BW4", "price": "$5.89", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "CLOVER SONOMA Organic Omega 3 Large Brown Grade AA Eggs, 12 CT", "asin": "B09NFGCGKD", "price": "$10.49", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup"},
{"title": "Pasture Raised Brown Egg", "asin": "B0DY2XSVC6", "price": "$8.47", "delivery": " $4.95 for 2-hour delivery on orders over $100 Out of Stock"},
{"title": "Vital Farms True-Blues Pasture-Raised Heirloom Eggs, Medium, Certified Humane, 12 ct", "asin": "B0C4C4MDZG", "price": "$9.59", "delivery": " $13.95 delivery Today 5 PM - 7 PM Or FREE pickup Out of Stock"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-18T21:33:27.583Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

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