<|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|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T21:31:22.663Z", "action": "input", "action_argument": "coffee"}
<|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": "coffee"
}
  ],
  "promotion_items": [
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "quantity": ""},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus\nGround10 Ounce (Pack of 1)", "asin": "B0B2X85VVM", "price": "$12.99", "quantity": ""},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher\nWhole Bean32 Ounce (Pack of 1)", "asin": "B00HSRNHHG", "price": "$27.89", "quantity": ""},
    {"title": "Death Wish Coffee Co., Organic and Fair Trade Medium Roast Ground Coffee, 16 Ounce (Pack of 1)\nGround16 Ounce (Pack of 1)", "asin": "B08VFVSBXM", "price": "$17.48", "quantity": ""},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, House Blend, 100% Arabica, 1 bag (18 oz)\nGround18 Ounce (Pack of 1)", "asin": "B09369PSV9", "price": "$9.63", "quantity": ""},
    {"title": "illy Ground Coffee Moka - 100% Arabica Flavored Coffee Ground - Rich Aromatic Coffee Grounds Profile \u2013 Classico Medium Roast - Notes of Caramel, Orange Blossom & Jasmine - No Preservatives \u2013 8.8 Ounce\nGround8.8 Ounce (Pack of 1)", "asin": "B000S75D66", "price": "$14.99", "quantity": ""},
    {"title": "SimplyGoodCoffee Coffee Maker / Coffee Machine. 8 Cup Automatic Drip Pour Over Coffee Brewer. Easy To Use, Durable Stainless, Gold Cup Standard", "asin": "B0BCJMMSNN", "price": "$169.96", "quantity": ""},
    {"title": "53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool", "asin": "B0827H4PYX", "price": "$19.99", "quantity": ""},
    {"title": "Coffee Gator Moka Pot - 6 Cup, 12oz Stovetop Espresso Maker - Classic Italian and Cuban Coffee Percolator w/ 2 Stainless-Steel Cups \u2013 Matte Grey Aluminum, 360ml", "asin": "B07DW1J5BV", "price": "$29.99", "quantity": ""},
    {"title": "BaseCamp Coffee Press - Double Wall Insulated Stainless Steel - Bru-Stop Technology, No Grounds in Coffee, No Spill Lid (Red Rock, 32 fl.oz)", "asin": "B093CJBCBS", "price": "$58.00", "quantity": ""},
    {"title": "Farberware 12 Cup Electric Coffee Percolator, Coffee Maker with Stainless Steel Basket, Automatic Keep Warm, No-Drip Spout", "asin": "B0000CFPFZ", "price": "$79.99", "quantity": ""},
    {"title": "GROSCHE Milano Stovetop Espresso Maker Moka Pot 9 Espresso Cup, 15.2 oz, Blue. Stove top Coffee Maker Moka Italian Espresso greca Coffee Maker Brewer Percolator", "asin": "B0984JCPJH", "price": "$40.20", "quantity": ""}
  ],
  "ads": [
    {
  "title": "K-cup Variety Packs",
  "asin": "B075T39QB7"
},
    {
  "title": "Ground & Whole Bean",
  "asin": "B07LG14KPD"
},
    {
  "title": "Instant Coffee",
  "asin": "B07KXWY1WY"
}
  ],
  "search_results": [
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Pike Place Roast, 100% Arabica, 1 Bag (28 Oz)", "asin": "B07B48LJPB", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, French Roast, 100% Arabica, 1 bag (28 oz)", "asin": "B07B48MWZJ", "price": "$20.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Starbucks Blonde Roast Coffee, Veranda Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B47J4ZR", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Colonial Coffee Packets, Pre Ground Coffee Packs, Colombian Medium Roast, Bulk Bags for Drip Coffee Makers (2.5 oz Bags, Pack of 100)", "asin": "B07BFDJVW1", "price": "$124.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "San Francisco Bay Compostable Coffee Pods - Donut Shop (80 Ct) K Cup Compatible including Keurig 2.0, Light Roast", "asin": "B00WWNKVTS", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Stumptown Coffee Roasters, Organic Medium Roast Ground Coffee - Holler Mountain 12 Ounce Bag, Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B08BJP4HDH", "price": "$15.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast K-Cup Pods for Keurig Brewers - Major Dickason's Blend 10 Count (1 Box of 10 K-Cup Pods)", "asin": "B08PX2TMSQ", "price": "$10.79", "delivery": " FREE delivery Today 9 PM - 11 PM on orders over $100 Or FREE pickup"},
    {"title": "Nespresso Capsules Vertuo, Variety Pack, Medium and Dark Roast Coffee, 30 Count Coffee Pods, Brews 7.8 oz.", "asin": "B01N05APQY", "price": "$40.20", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 30 Ounce", "asin": "B07C1YFV6D", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Folger Classic Roast Ground Coffee (43.5 oz.) - 1 Pack", "asin": "B0CKS5CJ24", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "Maxwell House Original Roast Ground Coffee, 33.1 oz Canister", "asin": "B0DNR8KLZL", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh Organic Fair Trade Sumatra Ground Coffee, Dark Roast, 12 Ounce", "asin": "B072K54HR8", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus", "asin": "B0B2X85VVM", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Luxury Chocolate Deluxe Assortment Gift Box - Kosher, Dairy Free and Chocolate Candy, Coffee Cream, Premium Coconut, Berry Filled, Rum, & Hazelnut Truffle - Fancy Valentines Chocolate Gift Box", "asin": "B0777RV83Z", "price": "$34.99", "delivery": "FREE delivery Apr 15 - 16 Or fastest delivery Wed, Apr 9"},
    {"title": "Amazon Brand - Solimo Dark Roast Coffee Pods, French Roast, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B079V9JDQB", "price": "$37.80", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, Caff\u00e8 Verona, 100% Arabica, 1 bag (28 oz)", "asin": "B07B46XTZR", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Espresso Whole Bean Coffee, Medium Roast, 100% Arabica, 2.2 lb Bag", "asin": "B016RY0LWO", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast Whole Bean Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B087K8DC6X", "price": "$13.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Battle Grind Golden Knight Coffee, Medium Ground Arabica coffee 12 oz Bag", "asin": "B0DMXYK8DL", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Folgers Classic Roast Medium Roast Coffee, 72 Keurig K-Cup Pods", "asin": "B00CYS7X2O", "price": "$34.73", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Lavazza House Blend Perfetto Ground Coffee 12oz Bag, Medium Roast, Full-bodied, Intensity 3/5, 100% Arabica, Ideal for Drip Brewers, (Pack of 1) - Package May Vary", "asin": "B00PQKRVFG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Nespresso Capsules Vertuo, Roasted Hazelnut, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJSVXJZ", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Peet's Coffee, Dark Roast Ground Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B086ZFHF6H", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "The Original Donut Shop Regular, Single-Serve Keurig K-Cup Pods, Medium Roast Coffee Pods, 48 Count", "asin": "B00NA794MK", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Ground Coffee Bag, Breakfast Blend, 32 Ounce", "asin": "B07335VMVJ", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Black Rifle Coffee Company Supply Drop Variety Pack, With Silencer Smooth, AK Espresso, Just Black, and Beyond Black Blends, 48 Coffee Pods", "asin": "B076DH7H5R", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Java Planet Organic, Costa Rica Single Origin Dark Roast, Smooth Full Flavored Organic Coffee Beans, Low Acid, Whole Bean Coffee 1LB Bag", "asin": "B083F7G3QR", "price": "$23.99", "delivery": "FREE delivery Apr 19 - 30 for Prime members"},
    {"title": "Amazon Fresh Colombia Ground Coffee, Medium Roast, 12 Ounce", "asin": "B073CVZ9GZ", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Seattle\u2019s Best Coffee, Dark Roast Ground Coffee, Post Alley, 100% Arabica, 3 Bags (12 oz Each)", "asin": "B07LG1BCCY", "price": "$15.72", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Green Mountain Coffee Roasters Dark Magic Keurig Single-Serve K-Cup Pods, Dark Roast Coffee, 72 Count", "asin": "B00I5FWWPI", "price": "$37.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe Premium Roast Decaf, Keurig Single Serve K-Cup Pods, Medium Roast Coffee Pods, 84 Count", "asin": "B07GCNDL91", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "McCafe Premium Medium Roast Ground Coffee (24 oz Canister)", "asin": "B07CZW2CG5", "price": "$11.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Tim Hortons Colombian, Medium-Dark Roast Ground Coffee, Perfectly Balanced, Always Smooth, Made with 100% Arabica Beans, 12 Ounce Bag", "asin": "B07JVLMR6T", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Caribou Coffee, Medium Roast Ground Coffee - Caribou Blend 20 Ounce Bag - Packaging May Vary", "asin": "B01FTE4NEU", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Maxwell House 23.1oz Ground Coffee Medium 100% Colombian Roast", "asin": "B0CXZ5NH79", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof Original Medium Roast Ground Coffee, 12 Ounces (Pack of 3), 100% Arabica Coffee Sourced from Central and South America", "asin": "B07D9W9NSZ", "price": "$38.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh, Just Bright Whole Bean Coffee Light Roast, 32 Oz", "asin": "B0721BFM6C", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Stumptown Coffee Roasters, Medium Roast Organic Whole Bean Coffee - Holler Mountain 12 Ounce Bag with Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B008J4Z3C4", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Whole Bean Coffee, Breakfast Blend, 32 Ounce", "asin": "B006Y7WAHE", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks K-Cup Coffee Pods, Starbucks Blonde Roast Coffee, Veranda Blend for Keurig Brewers, 100% Arabica, 4 boxes (96 pods total)", "asin": "B071CMH3RZ", "price": "$57.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Brand - Happy Belly Medium Roast Coffee Pods, Kona Blend, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B07NZV7JL5", "price": "$30.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Crave Beverages Flavored Coffee Pods Sampler, Compatible with 2.0 K-Cup Brewers, Assorted Variety Pack, 100 Count", "asin": "B07M7PQDH3", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Four Sigmatic Happy Gut Organic Ground Coffee | Medium Roast, Immune Boosting Probiotic Mushroom Coffee with Chaga & Turkey Tail for Gut Health & Immune Support | 12oz Bag", "asin": "B087YHP3HQ", "price": "$16.60", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Dolcevita Classico Ground Coffee 6 Bags of 12oz, Medium Roast, Rich and Full-bodied, Intensity 3/5, Arabica and Robusta, Ideal for Drip Brewers, (Pack of 6) - Package May Vary", "asin": "B00HAZXIWA", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 12 Ounce", "asin": "B009HSNDI2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "San Francisco Bay Whole Bean Coffee - Organic Rainforest Blend (2lb Bag), Medium Dark Roast", "asin": "B07XZXHXYV", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Death Wish Coffee - Dark Roast Single Serve Pods - (50 Count)", "asin": "B0182HSTIM", "price": "$42.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks Premium Instant Coffee, Dark Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YPDCZCN", "price": "$22.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Two Rivers Coffee Flavored Coffee Pods Compatible with Keurig K Cup Brewers, Assorted Variety Pack Flavored Coffee, 40 Count", "asin": "B00N0JIACS", "price": "$21.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Half a Dozen Cans (6 Cans) of Coffee Du Monde - 15 oz. cans", "asin": "B000FV5F4U", "price": "$54.99", "delivery": "FREE delivery Apr 17 - 22 for Prime members"},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B4251G4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Medium And Dark Roast Coffee Variety Pack for Keurig Brewers, 100% Arabica, 6 Boxes (60 Pods Total)", "asin": "B075T39QB7", "price": "$56.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe French Roast, Keurig Single Serve K-Cup Pods, Dark Roast Coffee Pods, 84 Count", "asin": "B07CFD96ZY", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher", "asin": "B00HSRNHHG", "price": "$27.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Green Mountain Coffee Roasters Caramel Vanilla Cream, Single-Serve Keurig K-Cup Pods, Flavored Light Roast Coffee Pods, 32 Count", "asin": "B0798CX2Q9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Premium Instant Coffee, Medium Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YQG1QB6", "price": "$23.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Copper Moon Dark Roast Whole Bean Coffee, Sumatra Blend, 2 Lb", "asin": "B01L9YE808", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Dark Roast Coffee, French Roast for Keurig Brewers, 100% Arabica, 6 boxes (60 pods total)", "asin": "B009ZD297U", "price": "$38.03", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Gavi\u00f1a Old Havana Espresso, Whole Bean, 100% Arabica Coffee, 32 oz Bag", "asin": "B007ZN4H5O", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "2LB Subtle Earth Organic Coffee - Medium-Dark Roast - Whole Bean Coffee - 100% Arabica Beans - Low Acidity and Non-GMO - 2lb bag", "asin": "B00LY95FBU", "price": "$31.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T21:34:56.122Z", // 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|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T21:31:22.663Z", "action": "input", "action_argument": "coffee"}
<|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": "coffee"
}
  ],
  "promotion_items": [
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "quantity": ""},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus\nGround10 Ounce (Pack of 1)", "asin": "B0B2X85VVM", "price": "$12.99", "quantity": ""},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher\nWhole Bean32 Ounce (Pack of 1)", "asin": "B00HSRNHHG", "price": "$27.89", "quantity": ""},
    {"title": "Death Wish Coffee Co., Organic and Fair Trade Medium Roast Ground Coffee, 16 Ounce (Pack of 1)\nGround16 Ounce (Pack of 1)", "asin": "B08VFVSBXM", "price": "$17.48", "quantity": ""},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, House Blend, 100% Arabica, 1 bag (18 oz)\nGround18 Ounce (Pack of 1)", "asin": "B09369PSV9", "price": "$9.63", "quantity": ""},
    {"title": "illy Ground Coffee Moka - 100% Arabica Flavored Coffee Ground - Rich Aromatic Coffee Grounds Profile \u2013 Classico Medium Roast - Notes of Caramel, Orange Blossom & Jasmine - No Preservatives \u2013 8.8 Ounce\nGround8.8 Ounce (Pack of 1)", "asin": "B000S75D66", "price": "$14.99", "quantity": ""},
    {"title": "SimplyGoodCoffee Coffee Maker / Coffee Machine. 8 Cup Automatic Drip Pour Over Coffee Brewer. Easy To Use, Durable Stainless, Gold Cup Standard", "asin": "B0BCJMMSNN", "price": "$169.96", "quantity": ""},
    {"title": "53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool", "asin": "B0827H4PYX", "price": "$19.99", "quantity": ""},
    {"title": "Coffee Gator Moka Pot - 6 Cup, 12oz Stovetop Espresso Maker - Classic Italian and Cuban Coffee Percolator w/ 2 Stainless-Steel Cups \u2013 Matte Grey Aluminum, 360ml", "asin": "B07DW1J5BV", "price": "$29.99", "quantity": ""},
    {"title": "BaseCamp Coffee Press - Double Wall Insulated Stainless Steel - Bru-Stop Technology, No Grounds in Coffee, No Spill Lid (Red Rock, 32 fl.oz)", "asin": "B093CJBCBS", "price": "$58.00", "quantity": ""},
    {"title": "Farberware 12 Cup Electric Coffee Percolator, Coffee Maker with Stainless Steel Basket, Automatic Keep Warm, No-Drip Spout", "asin": "B0000CFPFZ", "price": "$79.99", "quantity": ""},
    {"title": "GROSCHE Milano Stovetop Espresso Maker Moka Pot 9 Espresso Cup, 15.2 oz, Blue. Stove top Coffee Maker Moka Italian Espresso greca Coffee Maker Brewer Percolator", "asin": "B0984JCPJH", "price": "$40.20", "quantity": ""}
  ],
  "ads": [
    {
  "title": "K-cup Variety Packs",
  "asin": "B075T39QB7"
},
    {
  "title": "Ground & Whole Bean",
  "asin": "B07LG14KPD"
},
    {
  "title": "Instant Coffee",
  "asin": "B07KXWY1WY"
}
  ],
  "search_results": [
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Pike Place Roast, 100% Arabica, 1 Bag (28 Oz)", "asin": "B07B48LJPB", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, French Roast, 100% Arabica, 1 bag (28 oz)", "asin": "B07B48MWZJ", "price": "$20.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Starbucks Blonde Roast Coffee, Veranda Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B47J4ZR", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Colonial Coffee Packets, Pre Ground Coffee Packs, Colombian Medium Roast, Bulk Bags for Drip Coffee Makers (2.5 oz Bags, Pack of 100)", "asin": "B07BFDJVW1", "price": "$124.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "San Francisco Bay Compostable Coffee Pods - Donut Shop (80 Ct) K Cup Compatible including Keurig 2.0, Light Roast", "asin": "B00WWNKVTS", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Stumptown Coffee Roasters, Organic Medium Roast Ground Coffee - Holler Mountain 12 Ounce Bag, Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B08BJP4HDH", "price": "$15.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast K-Cup Pods for Keurig Brewers - Major Dickason's Blend 10 Count (1 Box of 10 K-Cup Pods)", "asin": "B08PX2TMSQ", "price": "$10.79", "delivery": " FREE delivery Today 9 PM - 11 PM on orders over $100 Or FREE pickup"},
    {"title": "Nespresso Capsules Vertuo, Variety Pack, Medium and Dark Roast Coffee, 30 Count Coffee Pods, Brews 7.8 oz.", "asin": "B01N05APQY", "price": "$40.20", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 30 Ounce", "asin": "B07C1YFV6D", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Folger Classic Roast Ground Coffee (43.5 oz.) - 1 Pack", "asin": "B0CKS5CJ24", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "Maxwell House Original Roast Ground Coffee, 33.1 oz Canister", "asin": "B0DNR8KLZL", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh Organic Fair Trade Sumatra Ground Coffee, Dark Roast, 12 Ounce", "asin": "B072K54HR8", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus", "asin": "B0B2X85VVM", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Luxury Chocolate Deluxe Assortment Gift Box - Kosher, Dairy Free and Chocolate Candy, Coffee Cream, Premium Coconut, Berry Filled, Rum, & Hazelnut Truffle - Fancy Valentines Chocolate Gift Box", "asin": "B0777RV83Z", "price": "$34.99", "delivery": "FREE delivery Apr 15 - 16 Or fastest delivery Wed, Apr 9"},
    {"title": "Amazon Brand - Solimo Dark Roast Coffee Pods, French Roast, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B079V9JDQB", "price": "$37.80", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, Caff\u00e8 Verona, 100% Arabica, 1 bag (28 oz)", "asin": "B07B46XTZR", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Espresso Whole Bean Coffee, Medium Roast, 100% Arabica, 2.2 lb Bag", "asin": "B016RY0LWO", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast Whole Bean Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B087K8DC6X", "price": "$13.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Battle Grind Golden Knight Coffee, Medium Ground Arabica coffee 12 oz Bag", "asin": "B0DMXYK8DL", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Folgers Classic Roast Medium Roast Coffee, 72 Keurig K-Cup Pods", "asin": "B00CYS7X2O", "price": "$34.73", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Lavazza House Blend Perfetto Ground Coffee 12oz Bag, Medium Roast, Full-bodied, Intensity 3/5, 100% Arabica, Ideal for Drip Brewers, (Pack of 1) - Package May Vary", "asin": "B00PQKRVFG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Nespresso Capsules Vertuo, Roasted Hazelnut, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJSVXJZ", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Peet's Coffee, Dark Roast Ground Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B086ZFHF6H", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "The Original Donut Shop Regular, Single-Serve Keurig K-Cup Pods, Medium Roast Coffee Pods, 48 Count", "asin": "B00NA794MK", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Ground Coffee Bag, Breakfast Blend, 32 Ounce", "asin": "B07335VMVJ", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Black Rifle Coffee Company Supply Drop Variety Pack, With Silencer Smooth, AK Espresso, Just Black, and Beyond Black Blends, 48 Coffee Pods", "asin": "B076DH7H5R", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Java Planet Organic, Costa Rica Single Origin Dark Roast, Smooth Full Flavored Organic Coffee Beans, Low Acid, Whole Bean Coffee 1LB Bag", "asin": "B083F7G3QR", "price": "$23.99", "delivery": "FREE delivery Apr 19 - 30 for Prime members"},
    {"title": "Amazon Fresh Colombia Ground Coffee, Medium Roast, 12 Ounce", "asin": "B073CVZ9GZ", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Seattle\u2019s Best Coffee, Dark Roast Ground Coffee, Post Alley, 100% Arabica, 3 Bags (12 oz Each)", "asin": "B07LG1BCCY", "price": "$15.72", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Green Mountain Coffee Roasters Dark Magic Keurig Single-Serve K-Cup Pods, Dark Roast Coffee, 72 Count", "asin": "B00I5FWWPI", "price": "$37.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe Premium Roast Decaf, Keurig Single Serve K-Cup Pods, Medium Roast Coffee Pods, 84 Count", "asin": "B07GCNDL91", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "McCafe Premium Medium Roast Ground Coffee (24 oz Canister)", "asin": "B07CZW2CG5", "price": "$11.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Tim Hortons Colombian, Medium-Dark Roast Ground Coffee, Perfectly Balanced, Always Smooth, Made with 100% Arabica Beans, 12 Ounce Bag", "asin": "B07JVLMR6T", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Caribou Coffee, Medium Roast Ground Coffee - Caribou Blend 20 Ounce Bag - Packaging May Vary", "asin": "B01FTE4NEU", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Maxwell House 23.1oz Ground Coffee Medium 100% Colombian Roast", "asin": "B0CXZ5NH79", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof Original Medium Roast Ground Coffee, 12 Ounces (Pack of 3), 100% Arabica Coffee Sourced from Central and South America", "asin": "B07D9W9NSZ", "price": "$38.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh, Just Bright Whole Bean Coffee Light Roast, 32 Oz", "asin": "B0721BFM6C", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Stumptown Coffee Roasters, Medium Roast Organic Whole Bean Coffee - Holler Mountain 12 Ounce Bag with Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B008J4Z3C4", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Whole Bean Coffee, Breakfast Blend, 32 Ounce", "asin": "B006Y7WAHE", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks K-Cup Coffee Pods, Starbucks Blonde Roast Coffee, Veranda Blend for Keurig Brewers, 100% Arabica, 4 boxes (96 pods total)", "asin": "B071CMH3RZ", "price": "$57.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Brand - Happy Belly Medium Roast Coffee Pods, Kona Blend, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B07NZV7JL5", "price": "$30.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Crave Beverages Flavored Coffee Pods Sampler, Compatible with 2.0 K-Cup Brewers, Assorted Variety Pack, 100 Count", "asin": "B07M7PQDH3", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Four Sigmatic Happy Gut Organic Ground Coffee | Medium Roast, Immune Boosting Probiotic Mushroom Coffee with Chaga & Turkey Tail for Gut Health & Immune Support | 12oz Bag", "asin": "B087YHP3HQ", "price": "$16.60", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Dolcevita Classico Ground Coffee 6 Bags of 12oz, Medium Roast, Rich and Full-bodied, Intensity 3/5, Arabica and Robusta, Ideal for Drip Brewers, (Pack of 6) - Package May Vary", "asin": "B00HAZXIWA", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 12 Ounce", "asin": "B009HSNDI2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "San Francisco Bay Whole Bean Coffee - Organic Rainforest Blend (2lb Bag), Medium Dark Roast", "asin": "B07XZXHXYV", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Death Wish Coffee - Dark Roast Single Serve Pods - (50 Count)", "asin": "B0182HSTIM", "price": "$42.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks Premium Instant Coffee, Dark Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YPDCZCN", "price": "$22.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Two Rivers Coffee Flavored Coffee Pods Compatible with Keurig K Cup Brewers, Assorted Variety Pack Flavored Coffee, 40 Count", "asin": "B00N0JIACS", "price": "$21.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Half a Dozen Cans (6 Cans) of Coffee Du Monde - 15 oz. cans", "asin": "B000FV5F4U", "price": "$54.99", "delivery": "FREE delivery Apr 17 - 22 for Prime members"},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B4251G4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Medium And Dark Roast Coffee Variety Pack for Keurig Brewers, 100% Arabica, 6 Boxes (60 Pods Total)", "asin": "B075T39QB7", "price": "$56.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe French Roast, Keurig Single Serve K-Cup Pods, Dark Roast Coffee Pods, 84 Count", "asin": "B07CFD96ZY", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher", "asin": "B00HSRNHHG", "price": "$27.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Green Mountain Coffee Roasters Caramel Vanilla Cream, Single-Serve Keurig K-Cup Pods, Flavored Light Roast Coffee Pods, 32 Count", "asin": "B0798CX2Q9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Premium Instant Coffee, Medium Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YQG1QB6", "price": "$23.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Copper Moon Dark Roast Whole Bean Coffee, Sumatra Blend, 2 Lb", "asin": "B01L9YE808", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Dark Roast Coffee, French Roast for Keurig Brewers, 100% Arabica, 6 boxes (60 pods total)", "asin": "B009ZD297U", "price": "$38.03", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Gavi\u00f1a Old Havana Espresso, Whole Bean, 100% Arabica Coffee, 32 oz Bag", "asin": "B007ZN4H5O", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "2LB Subtle Earth Organic Coffee - Medium-Dark Roast - Whole Bean Coffee - 100% Arabica Beans - Low Acidity and Non-GMO - 2lb bag", "asin": "B00LY95FBU", "price": "$31.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T21:34:56.122Z", // 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|>
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-07T21:31:22.663Z", "action": "input", "action_argument": "coffee"}
<|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": "coffee"
}
  ],
  "promotion_items": [
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "", "asin": "", "quantity": ""},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "quantity": ""},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus\nGround10 Ounce (Pack of 1)", "asin": "B0B2X85VVM", "price": "$12.99", "quantity": ""},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher\nWhole Bean32 Ounce (Pack of 1)", "asin": "B00HSRNHHG", "price": "$27.89", "quantity": ""},
    {"title": "Death Wish Coffee Co., Organic and Fair Trade Medium Roast Ground Coffee, 16 Ounce (Pack of 1)\nGround16 Ounce (Pack of 1)", "asin": "B08VFVSBXM", "price": "$17.48", "quantity": ""},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, House Blend, 100% Arabica, 1 bag (18 oz)\nGround18 Ounce (Pack of 1)", "asin": "B09369PSV9", "price": "$9.63", "quantity": ""},
    {"title": "illy Ground Coffee Moka - 100% Arabica Flavored Coffee Ground - Rich Aromatic Coffee Grounds Profile \u2013 Classico Medium Roast - Notes of Caramel, Orange Blossom & Jasmine - No Preservatives \u2013 8.8 Ounce\nGround8.8 Ounce (Pack of 1)", "asin": "B000S75D66", "price": "$14.99", "quantity": ""},
    {"title": "SimplyGoodCoffee Coffee Maker / Coffee Machine. 8 Cup Automatic Drip Pour Over Coffee Brewer. Easy To Use, Durable Stainless, Gold Cup Standard", "asin": "B0BCJMMSNN", "price": "$169.96", "quantity": ""},
    {"title": "53mm Coffee Distributor, Espresso Distribution Tool, Coffee Leveler Compatible with Breville 54mm Portafilter- Professional Espresso Distributor Leveler Tool", "asin": "B0827H4PYX", "price": "$19.99", "quantity": ""},
    {"title": "Coffee Gator Moka Pot - 6 Cup, 12oz Stovetop Espresso Maker - Classic Italian and Cuban Coffee Percolator w/ 2 Stainless-Steel Cups \u2013 Matte Grey Aluminum, 360ml", "asin": "B07DW1J5BV", "price": "$29.99", "quantity": ""},
    {"title": "BaseCamp Coffee Press - Double Wall Insulated Stainless Steel - Bru-Stop Technology, No Grounds in Coffee, No Spill Lid (Red Rock, 32 fl.oz)", "asin": "B093CJBCBS", "price": "$58.00", "quantity": ""},
    {"title": "Farberware 12 Cup Electric Coffee Percolator, Coffee Maker with Stainless Steel Basket, Automatic Keep Warm, No-Drip Spout", "asin": "B0000CFPFZ", "price": "$79.99", "quantity": ""},
    {"title": "GROSCHE Milano Stovetop Espresso Maker Moka Pot 9 Espresso Cup, 15.2 oz, Blue. Stove top Coffee Maker Moka Italian Espresso greca Coffee Maker Brewer Percolator", "asin": "B0984JCPJH", "price": "$40.20", "quantity": ""}
  ],
  "ads": [
    {
  "title": "K-cup Variety Packs",
  "asin": "B075T39QB7"
},
    {
  "title": "Ground & Whole Bean",
  "asin": "B07LG14KPD"
},
    {
  "title": "Instant Coffee",
  "asin": "B07KXWY1WY"
}
  ],
  "search_results": [
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Pike Place Roast, 100% Arabica, 1 Bag (28 Oz)", "asin": "B07B48LJPB", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, French Roast, 100% Arabica, 1 bag (28 oz)", "asin": "B07B48MWZJ", "price": "$20.24", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Ground Coffee, Starbucks Blonde Roast Coffee, Veranda Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B47J4ZR", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Colonial Coffee Packets, Pre Ground Coffee Packs, Colombian Medium Roast, Bulk Bags for Drip Coffee Makers (2.5 oz Bags, Pack of 100)", "asin": "B07BFDJVW1", "price": "$124.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "San Francisco Bay Compostable Coffee Pods - Donut Shop (80 Ct) K Cup Compatible including Keurig 2.0, Light Roast", "asin": "B00WWNKVTS", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Stumptown Coffee Roasters, Organic Medium Roast Ground Coffee - Holler Mountain 12 Ounce Bag, Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B08BJP4HDH", "price": "$15.72", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast K-Cup Pods for Keurig Brewers - Major Dickason's Blend 10 Count (1 Box of 10 K-Cup Pods)", "asin": "B08PX2TMSQ", "price": "$10.79", "delivery": " FREE delivery Today 9 PM - 11 PM on orders over $100 Or FREE pickup"},
    {"title": "Nespresso Capsules Vertuo, Variety Pack, Medium and Dark Roast Coffee, 30 Count Coffee Pods, Brews 7.8 oz.", "asin": "B01N05APQY", "price": "$40.20", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 30 Ounce", "asin": "B07C1YFV6D", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Folger Classic Roast Ground Coffee (43.5 oz.) - 1 Pack", "asin": "B0CKS5CJ24", "price": "$16.99", "delivery": " Two-Day FREE delivery Wed, Apr 9"},
    {"title": "Maxwell House Original Roast Ground Coffee, 33.1 oz Canister", "asin": "B0DNR8KLZL", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh Organic Fair Trade Sumatra Ground Coffee, Dark Roast, 12 Ounce", "asin": "B072K54HR8", "price": "$9.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof The High Achiever Ground Coffee, 10 Ounces, Medium-Dark Roast Enhanced Coffee with Lion's Mane Mushroom, B Vitamins, and Adaptogens for Energy and Focus", "asin": "B0B2X85VVM", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Four Sigmatic Focus Mushroom Coffee | Organic Ground Coffee with Lion's Mane Mushroom and Chaga for Better Focus and Immune Support | 12oz Bag", "asin": "B0756D1D39", "price": "$16.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Luxury Chocolate Deluxe Assortment Gift Box - Kosher, Dairy Free and Chocolate Candy, Coffee Cream, Premium Coconut, Berry Filled, Rum, & Hazelnut Truffle - Fancy Valentines Chocolate Gift Box", "asin": "B0777RV83Z", "price": "$34.99", "delivery": "FREE delivery Apr 15 - 16 Or fastest delivery Wed, Apr 9"},
    {"title": "Amazon Brand - Solimo Dark Roast Coffee Pods, French Roast, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B079V9JDQB", "price": "$37.80", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Starbucks Ground Coffee, Dark Roast Coffee, Caff\u00e8 Verona, 100% Arabica, 1 bag (28 oz)", "asin": "B07B46XTZR", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Espresso Whole Bean Coffee, Medium Roast, 100% Arabica, 2.2 lb Bag", "asin": "B016RY0LWO", "price": "$17.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Peet's Coffee, Dark Roast Whole Bean Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B087K8DC6X", "price": "$13.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Battle Grind Golden Knight Coffee, Medium Ground Arabica coffee 12 oz Bag", "asin": "B0DMXYK8DL", "price": "$19.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Folgers Classic Roast Medium Roast Coffee, 72 Keurig K-Cup Pods", "asin": "B00CYS7X2O", "price": "$34.73", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Lavazza House Blend Perfetto Ground Coffee 12oz Bag, Medium Roast, Full-bodied, Intensity 3/5, 100% Arabica, Ideal for Drip Brewers, (Pack of 1) - Package May Vary", "asin": "B00PQKRVFG", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Nespresso Capsules Vertuo, Roasted Hazelnut, Medium Roast Coffee, 30 Count Coffee Pods, Brews 7.8oz.", "asin": "B0BZJSVXJZ", "price": "$39.00", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Peet's Coffee, Dark Roast Ground Coffee - Major Dickason's Blend 18 Ounce Bag", "asin": "B086ZFHF6H", "price": "$14.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "The Original Donut Shop Regular, Single-Serve Keurig K-Cup Pods, Medium Roast Coffee Pods, 48 Count", "asin": "B00NA794MK", "price": "$24.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Ground Coffee Bag, Breakfast Blend, 32 Ounce", "asin": "B07335VMVJ", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Black Rifle Coffee Company Supply Drop Variety Pack, With Silencer Smooth, AK Espresso, Just Black, and Beyond Black Blends, 48 Coffee Pods", "asin": "B076DH7H5R", "price": "$39.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Java Planet Organic, Costa Rica Single Origin Dark Roast, Smooth Full Flavored Organic Coffee Beans, Low Acid, Whole Bean Coffee 1LB Bag", "asin": "B083F7G3QR", "price": "$23.99", "delivery": "FREE delivery Apr 19 - 30 for Prime members"},
    {"title": "Amazon Fresh Colombia Ground Coffee, Medium Roast, 12 Ounce", "asin": "B073CVZ9GZ", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Seattle\u2019s Best Coffee, Dark Roast Ground Coffee, Post Alley, 100% Arabica, 3 Bags (12 oz Each)", "asin": "B07LG1BCCY", "price": "$15.72", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Green Mountain Coffee Roasters Dark Magic Keurig Single-Serve K-Cup Pods, Dark Roast Coffee, 72 Count", "asin": "B00I5FWWPI", "price": "$37.47", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe Premium Roast Decaf, Keurig Single Serve K-Cup Pods, Medium Roast Coffee Pods, 84 Count", "asin": "B07GCNDL91", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "McCafe Premium Medium Roast Ground Coffee (24 oz Canister)", "asin": "B07CZW2CG5", "price": "$11.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Tim Hortons Colombian, Medium-Dark Roast Ground Coffee, Perfectly Balanced, Always Smooth, Made with 100% Arabica Beans, 12 Ounce Bag", "asin": "B07JVLMR6T", "price": "$5.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Caribou Coffee, Medium Roast Ground Coffee - Caribou Blend 20 Ounce Bag - Packaging May Vary", "asin": "B01FTE4NEU", "price": "$11.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Maxwell House 23.1oz Ground Coffee Medium 100% Colombian Roast", "asin": "B0CXZ5NH79", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Bulletproof Original Medium Roast Ground Coffee, 12 Ounces (Pack of 3), 100% Arabica Coffee Sourced from Central and South America", "asin": "B07D9W9NSZ", "price": "$38.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Fresh, Just Bright Whole Bean Coffee Light Roast, 32 Oz", "asin": "B0721BFM6C", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Stumptown Coffee Roasters, Medium Roast Organic Whole Bean Coffee - Holler Mountain 12 Ounce Bag with Flavor Notes of Citrus Zest, Caramel and Hazelnut", "asin": "B008J4Z3C4", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Cameron's Coffee Roasted Whole Bean Coffee, Breakfast Blend, 32 Ounce", "asin": "B006Y7WAHE", "price": "$10.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks K-Cup Coffee Pods, Starbucks Blonde Roast Coffee, Veranda Blend for Keurig Brewers, 100% Arabica, 4 boxes (96 pods total)", "asin": "B071CMH3RZ", "price": "$57.31", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Amazon Brand - Happy Belly Medium Roast Coffee Pods, Kona Blend, Compatible with Keurig 2.0 K-Cup Brewers, 100 Count", "asin": "B07NZV7JL5", "price": "$30.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Community Coffee Signature Blend Ground Coffee, Dark Roast, 32 Ounce (Pack of 4)", "asin": "B07CRH4K4P", "price": "$73.68", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Crave Beverages Flavored Coffee Pods Sampler, Compatible with 2.0 K-Cup Brewers, Assorted Variety Pack, 100 Count", "asin": "B07M7PQDH3", "price": "$34.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Four Sigmatic Happy Gut Organic Ground Coffee | Medium Roast, Immune Boosting Probiotic Mushroom Coffee with Chaga & Turkey Tail for Gut Health & Immune Support | 12oz Bag", "asin": "B087YHP3HQ", "price": "$16.60", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Lavazza Dolcevita Classico Ground Coffee 6 Bags of 12oz, Medium Roast, Rich and Full-bodied, Intensity 3/5, Arabica and Robusta, Ideal for Drip Brewers, (Pack of 6) - Package May Vary", "asin": "B00HAZXIWA", "price": "$45.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Dunkin' Original Blend Medium Roast Ground Coffee, 12 Ounce", "asin": "B009HSNDI2", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "San Francisco Bay Whole Bean Coffee - Organic Rainforest Blend (2lb Bag), Medium Dark Roast", "asin": "B07XZXHXYV", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Death Wish Coffee - Dark Roast Single Serve Pods - (50 Count)", "asin": "B0182HSTIM", "price": "$42.42", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Starbucks Premium Instant Coffee, Dark Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YPDCZCN", "price": "$22.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Two Rivers Coffee Flavored Coffee Pods Compatible with Keurig K Cup Brewers, Assorted Variety Pack Flavored Coffee, 40 Count", "asin": "B00N0JIACS", "price": "$21.45", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Half a Dozen Cans (6 Cans) of Coffee Du Monde - 15 oz. cans", "asin": "B000FV5F4U", "price": "$54.99", "delivery": "FREE delivery Apr 17 - 22 for Prime members"},
    {"title": "Starbucks Ground Coffee, Medium Roast Coffee, Breakfast Blend, 100% Arabica, 1 bag (28 oz)", "asin": "B07B4251G4", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Medium And Dark Roast Coffee Variety Pack for Keurig Brewers, 100% Arabica, 6 Boxes (60 Pods Total)", "asin": "B075T39QB7", "price": "$56.15", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "McCafe French Roast, Keurig Single Serve K-Cup Pods, Dark Roast Coffee Pods, 84 Count", "asin": "B07CFD96ZY", "price": "$42.48", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Mayorga Organic Coffee 2lb Cafe Cubano Roast - Dark Roast Whole Bean Specialty Grade Coffee, 100% Arabica, Slow Roasted, Bold and Smooth Flavor with Low Acidity - USDA Organic, Non-GMO, Kosher", "asin": "B00HSRNHHG", "price": "$27.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"},
    {"title": "Green Mountain Coffee Roasters Caramel Vanilla Cream, Single-Serve Keurig K-Cup Pods, Flavored Light Roast Coffee Pods, 32 Count", "asin": "B0798CX2Q9", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks Premium Instant Coffee, Medium Roast, 100% Arabica Beans, 3 Pack (3.17 Oz Each)", "asin": "B08YQG1QB6", "price": "$23.94", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Copper Moon Dark Roast Whole Bean Coffee, Sumatra Blend, 2 Lb", "asin": "B01L9YE808", "price": "$19.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 8 Or FREE delivery Overnight 7 AM - 11 AM on $25 of qualifying items"},
    {"title": "Starbucks K-Cup Coffee Pods, Dark Roast Coffee, French Roast for Keurig Brewers, 100% Arabica, 6 boxes (60 pods total)", "asin": "B009ZD297U", "price": "$38.03", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "Gavi\u00f1a Old Havana Espresso, Whole Bean, 100% Arabica Coffee, 32 oz Bag", "asin": "B007ZN4H5O", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 7 AM - 11 AM"},
    {"title": "2LB Subtle Earth Organic Coffee - Medium-Dark Roast - Whole Bean Coffee - 100% Arabica Beans - Low Acidity and Non-GMO - 2lb bag", "asin": "B00LY95FBU", "price": "$31.95", "delivery": " One-Day FREE delivery Tomorrow, Apr 8"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-07T21:34:56.122Z", // 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>
