<|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": "2025-04-09T18:25:55.637Z", "action": "input", "action_argument": "vermiculite"}
{"timestamp": "2025-04-09T18:25:55.674Z", "action": "click", "action_argument": "suggested_term"}
<|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": "vermiculite"}],
"cart_items": [{"title": "Legigo 2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": "1"},
{"title": "Maple Leaf Farms All Natural Boneless Duck Breast, 14 oz, 2 Pack (7 oz each)", "asin": "B09T3871KC", "price": "$19.99"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Cod Skinless Fillet Portions, Frozen, Sustainably Sourced, Phosphate Free, 1 Lb", "asin": "B07ZS35KP9", "price": "$10.09"},
{"title": "Maple Leaf Farms All Natural Duck Legs, 17 oz, 2 Pack (8.5 oz each)", "asin": "B09T36YW3B", "price": "$14.99"},
{"title": "bubly Sparkling Water, Strawberry Sunset, Zero Sugar & Zero Calories, Seltzer Water, 12 Fl Oz Cans (Pack of 8)", "asin": "B0CFN3697R", "price": "$3.76"},
{"title": "365 by Whole Foods Market, Organic Cocoa Powder, 8 Ounce", "asin": "B074H55FRR", "price": "$6.49"},
{"title": "TRUFF Black Truffle Oil - Black Truffle Infused Olive Oil - Gourmet Dressing, Seasoning, Marinade, or Drizzle, Non-GMO, Gluten-Free, 5.6 fl.oz", "asin": "B08WJX8XVN", "price": "$20.99"},
{"title": "365 By Whole Foods Market, Milk Lactose Free Whole Organic, 64 Fl Oz", "asin": "B0BKM2XCHY", "price": "$5.09"},
{"title": "FRONEN Madagascar Vanilla Frozen Dessert, 1 PT", "asin": "B07QD6PKVX", "price": "$6.49"},
{"title": "Royal Asia Shrimp Wonton Soup, 16 OZ", "asin": "B07X21KVWB", "price": "$6.99"}],
"promotion_items": [{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Halatool\n2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "quantity": ""},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Back to the Roots\nOrganic Coir, 51 Quart Expanding Soil, Great for Seeds and Potting", "asin": "B0CRBDX9BK", "price": "$19.99", "quantity": ""},
{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Legigo\n2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Natural Organic Clay Pebbles, 2LBS 8mm-18mm Expanded Leca Balls Plant Garden Soil, Grow Media for Hydroponics, Decoration, Aquaponics, Gardening Essentials.\" Rated 4.6 out of 5 stars by 1029 reviews. Eligible for Prime.", "asin": "B0B1T84V1D"},
{"title": "Go to detail page for \"Natural Organic Colorful Leca Balls 2LBS for Plants, 8mm-10mm Ceramsite Clay Pebbles Indoor Potting Garden Soil for Orchid, Succulents, Hydroponics, Decoration, Drainage (2LBS, Colorful, 1).\" Rated 4.3 out of 5 stars by 314 reviews. Eligible for Prime.", "asin": "B0C1G86Q54"},
{"title": "Go to detail page for \"Natural 1-2CM Hard Chunky Perlite 2QT for Plants Horticultural Coarse Organic Pearlite Bulk Potting Mix Garden Soil Amendment for Enhanced Drainage and Ventilation for Orchid, Dendrobium, Araceae.\" Rated 4.6 out of 5 stars by 114 reviews. Eligible for Prime.", "asin": "B0CKPCXL5L"}],
"search_results": [{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "100% Organic Vermiculute | Made in The USA | Premium Nutrition for Indoor and Outdoor Plants", "asin": "B0DGPTTSDW", "price": "$7.97", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "26OZ Vermiculite - Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden Professional Grade 1-3mm", "asin": "B0CK2GSQS2", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "8QT Professional Grade Plantation Products Vermiculite", "asin": "B001693Y3Y", "price": "$15.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "delivery": "FREE delivery Apr 17 - 21 for Prime members"},
{"title": "Perlite Bliss (8 Qts) - Organic Perlite for Plants - Coarse Perlite Bulk Soil Amendment - Chunky Perlite for Plants, Potting Soil, Garden Soil, & Coco Coir - Horticultural Perlite for Gardening", "asin": "B09VW3YLBM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "6in1 Premium Indoor Plant Potting Soil, Tropical House Plant Potting Mix with Clay Pebbles, Pumice, Coco Fiber, Perlite, Worm Castings, Peat Moss - Ideal for Tropical, Aroid Plants (2 Quarts)", "asin": "B0DKFGQL84", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite, 4 Cubic Foot Bag", "asin": "B086T62Q2W", "price": "$49.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "25QT Organic Vermiculite Granules for Plants and Gardening", "asin": "B0B11Z9V4B", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Natural Coarse Vermiculite 5QT for Plants Organic Occurring Mineral Potting Mix Medium for Potted Plants, Hydroponics, Terrariums, Orchids, Mushroom Or Reptile Habitats", "asin": "B0BZTWXR6K", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12QT Vermiculite, 2-4mm Fine Grade Horticultural Vermiculite for Plants and Gardening, Vermiculite Bulk houseplants Mushrooms to Maintain Soil Moisture and Plant Growth", "asin": "B0CQCT5LGX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Succulent Cactus Potting Soil Mix (2 qt), All-Purpose Garden Potting Mix for Indoor Outdoor Plants, Quick Drain Houseplant Orchid Bonsai Perlite Soil, Ready-to-Use, Resealable Bag Design", "asin": "B0DS8SXV6H", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Moisture Control Potting Mix 8 qt., Protects Against Over and Under Watering Container Plants, 2-Pack", "asin": "B082BPL2ZF", "price": "$13.56", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "3QT Vermiculite - Organic Vermiculite for Plants Horticultural Coarse Vermiculite Natural Soil Additive for Potted Plants Gardening Mushrooms Seed Starting", "asin": "B0CZL2GHWV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "A3 Coarse Vermiculite Potting Soil Mix for Planting, 4 Cu Ft, 18 Lbs", "asin": "B0DV5SD7YW", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "20QT Organic Vermiculite, Horticultural Vermiculite for Plants, Soil for Potted Plants, Vermiculite Coarse Hydroponic for Succulent Orchid Gardening", "asin": "B0CLTPF1KJ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "1QT Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants 3-6mm Increases Water and Nutrient Retention and Aerates\u2026", "asin": "B0CZKHH79Q", "price": "$6.99", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Indoor Potting Mix, Blended for a Variety of Houseplants, Feeds for up to 6 Months, 6 qt., 3-Pack", "asin": "B0BN2C1K23", "price": "$18.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"},
{"title": "Potting Mix, For Container Plants, Flowers, Vegetables, Shrubs, Annuals, Perennials, Feeds up to 6 Months, 8 qt., 2-Pack", "asin": "B087F7GNFG", "price": "$15.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members Arrives before Easter"},
{"title": "12 QT Natural Organic Vermiculite, Hearth Vermiculite Granules for Plants and Gardening", "asin": "B0BV5V36HJ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "30 QT Professional Grade Horticultural Organic Vermiculite (30 QT, Vermiculite)", "asin": "B09XL9C93L", "price": "$34.74", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Horticultural Coarse Vermiculite - 4 Cubic Feet", "asin": "B0992K3K85", "price": "$57.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "PVP Super Coarse Vermiculite Professional Grade - Excellent Soil Conditioner - Super Coarse Grade Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B0BMTHLTW9", "price": "$61.18", "delivery": "FREE delivery Apr 14 - 16"},
{"title": "Coarse Grade Vermiculite 2cuft bags", "asin": "B07MTNHV1X", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Industries PVP105408 120 Quarts, 4 Cubic Foot of Organic Perlite Planting Soil Additive, White", "asin": "B07S4FTPYB", "price": "$47.10", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite for Gardening 1qt, Horticultural Sand Perfect for Seed Starter or Propagation by Cutting, Soil Addictive for Aeration and Moisture Retention", "asin": "B0D3QC9QV3", "price": "$6.79", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Medium 1 Gallon", "asin": "B0BCX8D2HD", "price": "$11.99", "delivery": "FREE delivery Sat, Apr 12 Only 4 left in stock - order soon."},
{"title": "Organic Vermiculite Granules for Plants and Gardening (12 QT, Vermiculite)", "asin": "B0CRKWSLSL", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Vermiculite Bulk, 5QT Organic Vermiculite by Perfect Plants, 100% Natural Vermiculite for Gardening", "asin": "B0D3Q35MKR", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Bliss (16 Qts) - Organic Vermiculite for Gardening - Fine Grade Vermiculite for Plants - Coarse Vermiculite Soil Amendment - Bulk Vermiculite for Garden Soil, Perlite, & Seed Starting", "asin": "B0DKVMXSZQ", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite - Made in USA for All Indoor/Outdoor Plants & Flower Gardens - Horticultural Soil Amendment Additive Conditioner Grow Media for Hydroponics, Mushroom Cultivation and more!", "asin": "B01HQA75LS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "Organic Vermiculite 2 qt by Doter, Increases Water and Nutrient Retention and Aerates The Soil, Perfect for Root Cuttings, Seed Germination, Arranging Flowers, and Bedding for Invertebrates", "asin": "B0B3H6KWMM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "7oz Vermiculite, Organic Vermiculite for Plants Soil Amendments Bulk Additive for Potted and Garden, to Maintain Soil Moisture and Plant Growth(1-3mm)", "asin": "B0DY1G5379", "price": "$5.98", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 10 left in stock - order soon."},
{"title": "Horticultural Vermiculite Lightweight Garden Soil Conditioner for Aeration and Moisture Retention, 18qt, 2 Pack", "asin": "B07ND5KG74", "price": "$52.50", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Medium Vermiculite \u2013 Professional Grade \u2013 Excellent Soil Conditioner - Medium Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B08WF8C5CL"},
{"title": "PVP Industries Organic Perlite Planting Soil Additive, White, 4-Cubic Feet", "asin": "B0094F1RLI", "price": "$47.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Vermiculite for Incubating Reptile Eggs, Housing Crickets and Starting Seeds (10 Quarts)", "asin": "B00JJWA2RQ", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "16004 Soils and Ammendments Horticultural Vermiculite, 18 Quarts", "asin": "B003ZEACHO", "price": "$35.49", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Premium Organic Fine Vermiculite - 2 Cubic Feet (51 Quarts) - Soil Amendment for Indoor and Outdoor Gardens, Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B00GA9YI58", "price": "$55.00", "delivery": "FREE delivery Apr 14 - 17"},
{"title": "10QT Vermiculite for Gardening, Horticultural Organic Vermiculite for Plants, Houseplants, Mushrooms, to Maintain Soil Moisture and Plant Growth", "asin": "B0DHTTDV74", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Fine Vermiculite for Indoor Gardening Plants and Mushrooms \u2013 Enhances Soil Aeration, Seed Germination, Rooting Cuttings \u2013 Small Packages and Bulk (Vermiculite Grade 2 \u2013 Fine, 1 qt)", "asin": "B0DP4BCVZV", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8 Quarts Horticultural Grade Premium Perlite - Coarse and Chunky", "asin": "B01LZDOLRI", "price": "$16.95", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "30QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants Course Grade for Gardening, for Houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0DQ59GX2Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Sprig & Stone Vermiculite (1 Quart)", "asin": "B01DUPTK7K", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."},
{"title": "Therm-O-Rock Vermiculite 3 Medium, 2.0 cuft", "asin": "B01C3B7XJ4", "price": "$47.75", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "14.7OZ Horticultural Vermiculite Bulk,Organic Vermiculitefor Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden 1-3mm (1.5QT)", "asin": "B0D478S2KW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Coconut Coir Concentrated Seed Starting Mix, 16 Quart", "asin": "B078PQLHX4", "price": "$12.27", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite, Organic Horticultural Vermiculite for Plants and Gardening, 6 Ounces", "asin": "B0DQJ14T75", "price": "$7.97", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8QT Vermiculite, Organic Vermiculite for Gardening, Plants, Seed Starting, Potting Soil, Muchroom Growing, Horticultural Vermiculite Bulk, 100% Natural, 3-6mm", "asin": "B0CYCQS7QR", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 11 left in stock - order soon."},
{"title": "Horticultural Vermiculite, 29.9 Quarts/ 1 cubic FT / 7.5 gallons / 28.25 liters", "asin": "B08TCL321S"}]
<|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": "2025-04-09T18:26:08.143Z", // 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": "2025-04-09T18:25:55.637Z", "action": "input", "action_argument": "vermiculite"}
{"timestamp": "2025-04-09T18:25:55.674Z", "action": "click", "action_argument": "suggested_term"}
<|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": "vermiculite"}],
"cart_items": [{"title": "Legigo 2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": "1"},
{"title": "Maple Leaf Farms All Natural Boneless Duck Breast, 14 oz, 2 Pack (7 oz each)", "asin": "B09T3871KC", "price": "$19.99"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Cod Skinless Fillet Portions, Frozen, Sustainably Sourced, Phosphate Free, 1 Lb", "asin": "B07ZS35KP9", "price": "$10.09"},
{"title": "Maple Leaf Farms All Natural Duck Legs, 17 oz, 2 Pack (8.5 oz each)", "asin": "B09T36YW3B", "price": "$14.99"},
{"title": "bubly Sparkling Water, Strawberry Sunset, Zero Sugar & Zero Calories, Seltzer Water, 12 Fl Oz Cans (Pack of 8)", "asin": "B0CFN3697R", "price": "$3.76"},
{"title": "365 by Whole Foods Market, Organic Cocoa Powder, 8 Ounce", "asin": "B074H55FRR", "price": "$6.49"},
{"title": "TRUFF Black Truffle Oil - Black Truffle Infused Olive Oil - Gourmet Dressing, Seasoning, Marinade, or Drizzle, Non-GMO, Gluten-Free, 5.6 fl.oz", "asin": "B08WJX8XVN", "price": "$20.99"},
{"title": "365 By Whole Foods Market, Milk Lactose Free Whole Organic, 64 Fl Oz", "asin": "B0BKM2XCHY", "price": "$5.09"},
{"title": "FRONEN Madagascar Vanilla Frozen Dessert, 1 PT", "asin": "B07QD6PKVX", "price": "$6.49"},
{"title": "Royal Asia Shrimp Wonton Soup, 16 OZ", "asin": "B07X21KVWB", "price": "$6.99"}],
"promotion_items": [{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Halatool\n2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "quantity": ""},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Back to the Roots\nOrganic Coir, 51 Quart Expanding Soil, Great for Seeds and Potting", "asin": "B0CRBDX9BK", "price": "$19.99", "quantity": ""},
{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Legigo\n2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Natural Organic Clay Pebbles, 2LBS 8mm-18mm Expanded Leca Balls Plant Garden Soil, Grow Media for Hydroponics, Decoration, Aquaponics, Gardening Essentials.\" Rated 4.6 out of 5 stars by 1029 reviews. Eligible for Prime.", "asin": "B0B1T84V1D"},
{"title": "Go to detail page for \"Natural Organic Colorful Leca Balls 2LBS for Plants, 8mm-10mm Ceramsite Clay Pebbles Indoor Potting Garden Soil for Orchid, Succulents, Hydroponics, Decoration, Drainage (2LBS, Colorful, 1).\" Rated 4.3 out of 5 stars by 314 reviews. Eligible for Prime.", "asin": "B0C1G86Q54"},
{"title": "Go to detail page for \"Natural 1-2CM Hard Chunky Perlite 2QT for Plants Horticultural Coarse Organic Pearlite Bulk Potting Mix Garden Soil Amendment for Enhanced Drainage and Ventilation for Orchid, Dendrobium, Araceae.\" Rated 4.6 out of 5 stars by 114 reviews. Eligible for Prime.", "asin": "B0CKPCXL5L"}],
"search_results": [{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "100% Organic Vermiculute | Made in The USA | Premium Nutrition for Indoor and Outdoor Plants", "asin": "B0DGPTTSDW", "price": "$7.97", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "26OZ Vermiculite - Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden Professional Grade 1-3mm", "asin": "B0CK2GSQS2", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "8QT Professional Grade Plantation Products Vermiculite", "asin": "B001693Y3Y", "price": "$15.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "delivery": "FREE delivery Apr 17 - 21 for Prime members"},
{"title": "Perlite Bliss (8 Qts) - Organic Perlite for Plants - Coarse Perlite Bulk Soil Amendment - Chunky Perlite for Plants, Potting Soil, Garden Soil, & Coco Coir - Horticultural Perlite for Gardening", "asin": "B09VW3YLBM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "6in1 Premium Indoor Plant Potting Soil, Tropical House Plant Potting Mix with Clay Pebbles, Pumice, Coco Fiber, Perlite, Worm Castings, Peat Moss - Ideal for Tropical, Aroid Plants (2 Quarts)", "asin": "B0DKFGQL84", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite, 4 Cubic Foot Bag", "asin": "B086T62Q2W", "price": "$49.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "25QT Organic Vermiculite Granules for Plants and Gardening", "asin": "B0B11Z9V4B", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Natural Coarse Vermiculite 5QT for Plants Organic Occurring Mineral Potting Mix Medium for Potted Plants, Hydroponics, Terrariums, Orchids, Mushroom Or Reptile Habitats", "asin": "B0BZTWXR6K", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12QT Vermiculite, 2-4mm Fine Grade Horticultural Vermiculite for Plants and Gardening, Vermiculite Bulk houseplants Mushrooms to Maintain Soil Moisture and Plant Growth", "asin": "B0CQCT5LGX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Succulent Cactus Potting Soil Mix (2 qt), All-Purpose Garden Potting Mix for Indoor Outdoor Plants, Quick Drain Houseplant Orchid Bonsai Perlite Soil, Ready-to-Use, Resealable Bag Design", "asin": "B0DS8SXV6H", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Moisture Control Potting Mix 8 qt., Protects Against Over and Under Watering Container Plants, 2-Pack", "asin": "B082BPL2ZF", "price": "$13.56", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "3QT Vermiculite - Organic Vermiculite for Plants Horticultural Coarse Vermiculite Natural Soil Additive for Potted Plants Gardening Mushrooms Seed Starting", "asin": "B0CZL2GHWV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "A3 Coarse Vermiculite Potting Soil Mix for Planting, 4 Cu Ft, 18 Lbs", "asin": "B0DV5SD7YW", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "20QT Organic Vermiculite, Horticultural Vermiculite for Plants, Soil for Potted Plants, Vermiculite Coarse Hydroponic for Succulent Orchid Gardening", "asin": "B0CLTPF1KJ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "1QT Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants 3-6mm Increases Water and Nutrient Retention and Aerates\u2026", "asin": "B0CZKHH79Q", "price": "$6.99", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Indoor Potting Mix, Blended for a Variety of Houseplants, Feeds for up to 6 Months, 6 qt., 3-Pack", "asin": "B0BN2C1K23", "price": "$18.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"},
{"title": "Potting Mix, For Container Plants, Flowers, Vegetables, Shrubs, Annuals, Perennials, Feeds up to 6 Months, 8 qt., 2-Pack", "asin": "B087F7GNFG", "price": "$15.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members Arrives before Easter"},
{"title": "12 QT Natural Organic Vermiculite, Hearth Vermiculite Granules for Plants and Gardening", "asin": "B0BV5V36HJ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "30 QT Professional Grade Horticultural Organic Vermiculite (30 QT, Vermiculite)", "asin": "B09XL9C93L", "price": "$34.74", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Horticultural Coarse Vermiculite - 4 Cubic Feet", "asin": "B0992K3K85", "price": "$57.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "PVP Super Coarse Vermiculite Professional Grade - Excellent Soil Conditioner - Super Coarse Grade Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B0BMTHLTW9", "price": "$61.18", "delivery": "FREE delivery Apr 14 - 16"},
{"title": "Coarse Grade Vermiculite 2cuft bags", "asin": "B07MTNHV1X", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Industries PVP105408 120 Quarts, 4 Cubic Foot of Organic Perlite Planting Soil Additive, White", "asin": "B07S4FTPYB", "price": "$47.10", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite for Gardening 1qt, Horticultural Sand Perfect for Seed Starter or Propagation by Cutting, Soil Addictive for Aeration and Moisture Retention", "asin": "B0D3QC9QV3", "price": "$6.79", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Medium 1 Gallon", "asin": "B0BCX8D2HD", "price": "$11.99", "delivery": "FREE delivery Sat, Apr 12 Only 4 left in stock - order soon."},
{"title": "Organic Vermiculite Granules for Plants and Gardening (12 QT, Vermiculite)", "asin": "B0CRKWSLSL", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Vermiculite Bulk, 5QT Organic Vermiculite by Perfect Plants, 100% Natural Vermiculite for Gardening", "asin": "B0D3Q35MKR", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Bliss (16 Qts) - Organic Vermiculite for Gardening - Fine Grade Vermiculite for Plants - Coarse Vermiculite Soil Amendment - Bulk Vermiculite for Garden Soil, Perlite, & Seed Starting", "asin": "B0DKVMXSZQ", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite - Made in USA for All Indoor/Outdoor Plants & Flower Gardens - Horticultural Soil Amendment Additive Conditioner Grow Media for Hydroponics, Mushroom Cultivation and more!", "asin": "B01HQA75LS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "Organic Vermiculite 2 qt by Doter, Increases Water and Nutrient Retention and Aerates The Soil, Perfect for Root Cuttings, Seed Germination, Arranging Flowers, and Bedding for Invertebrates", "asin": "B0B3H6KWMM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "7oz Vermiculite, Organic Vermiculite for Plants Soil Amendments Bulk Additive for Potted and Garden, to Maintain Soil Moisture and Plant Growth(1-3mm)", "asin": "B0DY1G5379", "price": "$5.98", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 10 left in stock - order soon."},
{"title": "Horticultural Vermiculite Lightweight Garden Soil Conditioner for Aeration and Moisture Retention, 18qt, 2 Pack", "asin": "B07ND5KG74", "price": "$52.50", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Medium Vermiculite \u2013 Professional Grade \u2013 Excellent Soil Conditioner - Medium Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B08WF8C5CL"},
{"title": "PVP Industries Organic Perlite Planting Soil Additive, White, 4-Cubic Feet", "asin": "B0094F1RLI", "price": "$47.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Vermiculite for Incubating Reptile Eggs, Housing Crickets and Starting Seeds (10 Quarts)", "asin": "B00JJWA2RQ", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "16004 Soils and Ammendments Horticultural Vermiculite, 18 Quarts", "asin": "B003ZEACHO", "price": "$35.49", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Premium Organic Fine Vermiculite - 2 Cubic Feet (51 Quarts) - Soil Amendment for Indoor and Outdoor Gardens, Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B00GA9YI58", "price": "$55.00", "delivery": "FREE delivery Apr 14 - 17"},
{"title": "10QT Vermiculite for Gardening, Horticultural Organic Vermiculite for Plants, Houseplants, Mushrooms, to Maintain Soil Moisture and Plant Growth", "asin": "B0DHTTDV74", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Fine Vermiculite for Indoor Gardening Plants and Mushrooms \u2013 Enhances Soil Aeration, Seed Germination, Rooting Cuttings \u2013 Small Packages and Bulk (Vermiculite Grade 2 \u2013 Fine, 1 qt)", "asin": "B0DP4BCVZV", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8 Quarts Horticultural Grade Premium Perlite - Coarse and Chunky", "asin": "B01LZDOLRI", "price": "$16.95", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "30QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants Course Grade for Gardening, for Houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0DQ59GX2Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Sprig & Stone Vermiculite (1 Quart)", "asin": "B01DUPTK7K", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."},
{"title": "Therm-O-Rock Vermiculite 3 Medium, 2.0 cuft", "asin": "B01C3B7XJ4", "price": "$47.75", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "14.7OZ Horticultural Vermiculite Bulk,Organic Vermiculitefor Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden 1-3mm (1.5QT)", "asin": "B0D478S2KW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Coconut Coir Concentrated Seed Starting Mix, 16 Quart", "asin": "B078PQLHX4", "price": "$12.27", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite, Organic Horticultural Vermiculite for Plants and Gardening, 6 Ounces", "asin": "B0DQJ14T75", "price": "$7.97", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8QT Vermiculite, Organic Vermiculite for Gardening, Plants, Seed Starting, Potting Soil, Muchroom Growing, Horticultural Vermiculite Bulk, 100% Natural, 3-6mm", "asin": "B0CYCQS7QR", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 11 left in stock - order soon."},
{"title": "Horticultural Vermiculite, 29.9 Quarts/ 1 cubic FT / 7.5 gallons / 28.25 liters", "asin": "B08TCL321S"}]
<|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": "2025-04-09T18:26:08.143Z", // 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": "2025-04-09T18:25:55.637Z", "action": "input", "action_argument": "vermiculite"}
{"timestamp": "2025-04-09T18:25:55.674Z", "action": "click", "action_argument": "suggested_term"}
<|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": "vermiculite"}],
"cart_items": [{"title": "Legigo 2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": "1"},
{"title": "Maple Leaf Farms All Natural Boneless Duck Breast, 14 oz, 2 Pack (7 oz each)", "asin": "B09T3871KC", "price": "$19.99"},
{"title": "Amazon Fresh Brand, Wild Caught Pacific Cod Skinless Fillet Portions, Frozen, Sustainably Sourced, Phosphate Free, 1 Lb", "asin": "B07ZS35KP9", "price": "$10.09"},
{"title": "Maple Leaf Farms All Natural Duck Legs, 17 oz, 2 Pack (8.5 oz each)", "asin": "B09T36YW3B", "price": "$14.99"},
{"title": "bubly Sparkling Water, Strawberry Sunset, Zero Sugar & Zero Calories, Seltzer Water, 12 Fl Oz Cans (Pack of 8)", "asin": "B0CFN3697R", "price": "$3.76"},
{"title": "365 by Whole Foods Market, Organic Cocoa Powder, 8 Ounce", "asin": "B074H55FRR", "price": "$6.49"},
{"title": "TRUFF Black Truffle Oil - Black Truffle Infused Olive Oil - Gourmet Dressing, Seasoning, Marinade, or Drizzle, Non-GMO, Gluten-Free, 5.6 fl.oz", "asin": "B08WJX8XVN", "price": "$20.99"},
{"title": "365 By Whole Foods Market, Milk Lactose Free Whole Organic, 64 Fl Oz", "asin": "B0BKM2XCHY", "price": "$5.09"},
{"title": "FRONEN Madagascar Vanilla Frozen Dessert, 1 PT", "asin": "B07QD6PKVX", "price": "$6.49"},
{"title": "Royal Asia Shrimp Wonton Soup, 16 OZ", "asin": "B07X21KVWB", "price": "$6.99"}],
"promotion_items": [{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Halatool\n2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "quantity": ""},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "quantity": ""},
{"title": "Back to the Roots\nOrganic Coir, 51 Quart Expanding Soil, Great for Seeds and Potting", "asin": "B0CRBDX9BK", "price": "$19.99", "quantity": ""},
{"title": "Sukh\n14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "quantity": ""},
{"title": "Legigo\n2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "quantity": ""},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Natural Organic Clay Pebbles, 2LBS 8mm-18mm Expanded Leca Balls Plant Garden Soil, Grow Media for Hydroponics, Decoration, Aquaponics, Gardening Essentials.\" Rated 4.6 out of 5 stars by 1029 reviews. Eligible for Prime.", "asin": "B0B1T84V1D"},
{"title": "Go to detail page for \"Natural Organic Colorful Leca Balls 2LBS for Plants, 8mm-10mm Ceramsite Clay Pebbles Indoor Potting Garden Soil for Orchid, Succulents, Hydroponics, Decoration, Drainage (2LBS, Colorful, 1).\" Rated 4.3 out of 5 stars by 314 reviews. Eligible for Prime.", "asin": "B0C1G86Q54"},
{"title": "Go to detail page for \"Natural 1-2CM Hard Chunky Perlite 2QT for Plants Horticultural Coarse Organic Pearlite Bulk Potting Mix Garden Soil Amendment for Enhanced Drainage and Ventilation for Orchid, Dendrobium, Araceae.\" Rated 4.6 out of 5 stars by 114 reviews. Eligible for Prime.", "asin": "B0CKPCXL5L"}],
"search_results": [{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "14.6OZ Vermiculite - Organic Vermiculite for Gardening Plants Fine Horticultural Soil Amendments Bulk Additive Perfect Potted and Garden Professional Grade 1-3mm", "asin": "B0C61G1T6J", "price": "$7.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "100% Organic Vermiculute | Made in The USA | Premium Nutrition for Indoor and Outdoor Plants", "asin": "B0DGPTTSDW", "price": "$7.97", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "26OZ Vermiculite - Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden Professional Grade 1-3mm", "asin": "B0CK2GSQS2", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "10QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants, Course Grade Vermiculite for Gardening, for houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0BTZ466JJ", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "8QT Professional Grade Plantation Products Vermiculite", "asin": "B001693Y3Y", "price": "$15.78", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "2QT Perlite for Plants Organic Perlite Horticultural Soil Amendment for Indoor & Outdoor Container Plants and Enhanced Drainage Enhanced Growth, Promote Root Growth and Soil Health", "asin": "B0C8CHLP6N", "price": "$10.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Molly's Aroid Mix - Premium Soilless Potting Mix for Houseplants - Fast Draining, Chunky & Easier to Water vs. Soil for Indoor Plants - with Bark, Coco Chips, Worm Castings, Mycorrhizae 5 Dry Quarts", "asin": "B0CZPPGMWN", "price": "$34.95", "delivery": "FREE delivery Apr 17 - 21 for Prime members"},
{"title": "Perlite Bliss (8 Qts) - Organic Perlite for Plants - Coarse Perlite Bulk Soil Amendment - Chunky Perlite for Plants, Potting Soil, Garden Soil, & Coco Coir - Horticultural Perlite for Gardening", "asin": "B09VW3YLBM", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "6in1 Premium Indoor Plant Potting Soil, Tropical House Plant Potting Mix with Clay Pebbles, Pumice, Coco Fiber, Perlite, Worm Castings, Peat Moss - Ideal for Tropical, Aroid Plants (2 Quarts)", "asin": "B0DKFGQL84", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite, 4 Cubic Foot Bag", "asin": "B086T62Q2W", "price": "$49.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "25QT Organic Vermiculite Granules for Plants and Gardening", "asin": "B0B11Z9V4B", "price": "$29.99", "delivery": " Overnight FREE delivery Overnight 4 AM - 8 AM"},
{"title": "Natural Coarse Vermiculite 5QT for Plants Organic Occurring Mineral Potting Mix Medium for Potted Plants, Hydroponics, Terrariums, Orchids, Mushroom Or Reptile Habitats", "asin": "B0BZTWXR6K", "price": "$13.29", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "12QT Vermiculite, 2-4mm Fine Grade Horticultural Vermiculite for Plants and Gardening, Vermiculite Bulk houseplants Mushrooms to Maintain Soil Moisture and Plant Growth", "asin": "B0CQCT5LGX", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Succulent Cactus Potting Soil Mix (2 qt), All-Purpose Garden Potting Mix for Indoor Outdoor Plants, Quick Drain Houseplant Orchid Bonsai Perlite Soil, Ready-to-Use, Resealable Bag Design", "asin": "B0DS8SXV6H", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Moisture Control Potting Mix 8 qt., Protects Against Over and Under Watering Container Plants, 2-Pack", "asin": "B082BPL2ZF", "price": "$13.56", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "2 Quarts Organic Orchid Potting Bark- All Natural Orchid Bark Potting Mix Pine Bark Wood Chips for Houseplant Mulch, Orchid Plants Root Development, Mulch for Potted Plants", "asin": "B09QYDJZFJ", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
{"title": "Organic Horticultural Add to Potting Soil | Ideal for Seed Starting, Water Retention and Plant Propagation | 100% Natural | 8 Quart, 1-Pack, Vermiculite (8qt)", "asin": "B078GSBJ2K", "price": "$16.80", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "3QT Vermiculite - Organic Vermiculite for Plants Horticultural Coarse Vermiculite Natural Soil Additive for Potted Plants Gardening Mushrooms Seed Starting", "asin": "B0CZL2GHWV", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "A3 Coarse Vermiculite Potting Soil Mix for Planting, 4 Cu Ft, 18 Lbs", "asin": "B0DV5SD7YW", "price": "$54.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "20QT Organic Vermiculite, Horticultural Vermiculite for Plants, Soil for Potted Plants, Vermiculite Coarse Hydroponic for Succulent Orchid Gardening", "asin": "B0CLTPF1KJ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "1QT Organic Vermiculite for Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants 3-6mm Increases Water and Nutrient Retention and Aerates\u2026", "asin": "B0CZKHH79Q", "price": "$6.99", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Indoor Potting Mix, Blended for a Variety of Houseplants, Feeds for up to 6 Months, 6 qt., 3-Pack", "asin": "B0BN2C1K23", "price": "$18.99", "delivery": "FREE delivery Fri, Apr 18 for Prime members"},
{"title": "Potting Mix, For Container Plants, Flowers, Vegetables, Shrubs, Annuals, Perennials, Feeds up to 6 Months, 8 qt., 2-Pack", "asin": "B087F7GNFG", "price": "$15.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members Arrives before Easter"},
{"title": "12 QT Natural Organic Vermiculite, Hearth Vermiculite Granules for Plants and Gardening", "asin": "B0BV5V36HJ", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "30 QT Professional Grade Horticultural Organic Vermiculite (30 QT, Vermiculite)", "asin": "B09XL9C93L", "price": "$34.74", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Horticultural Coarse Vermiculite - 4 Cubic Feet", "asin": "B0992K3K85", "price": "$57.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "PVP Super Coarse Vermiculite Professional Grade - Excellent Soil Conditioner - Super Coarse Grade Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B0BMTHLTW9", "price": "$61.18", "delivery": "FREE delivery Apr 14 - 16"},
{"title": "Coarse Grade Vermiculite 2cuft bags", "asin": "B07MTNHV1X", "price": "$104.99", "delivery": "FREE delivery Tue, Apr 15"},
{"title": "Industries PVP105408 120 Quarts, 4 Cubic Foot of Organic Perlite Planting Soil Additive, White", "asin": "B07S4FTPYB", "price": "$47.10", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Organic Vermiculite by Perfect Plants - 8 Dry Quarts Natural Medium Grade Soil Additive for Potted Plants", "asin": "B07N7PSQM1", "price": "$19.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite for Gardening 1qt, Horticultural Sand Perfect for Seed Starter or Propagation by Cutting, Soil Addictive for Aeration and Moisture Retention", "asin": "B0D3QC9QV3", "price": "$6.79", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Medium 1 Gallon", "asin": "B0BCX8D2HD", "price": "$11.99", "delivery": "FREE delivery Sat, Apr 12 Only 4 left in stock - order soon."},
{"title": "Organic Vermiculite Granules for Plants and Gardening (12 QT, Vermiculite)", "asin": "B0CRKWSLSL", "price": "$18.44", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Vermiculite Bulk, 5QT Organic Vermiculite by Perfect Plants, 100% Natural Vermiculite for Gardening", "asin": "B0D3Q35MKR", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "2 QT Horticulture Vermiculite for Gardening Professional Soil Addictive Coarse Grade Vermiculite for Plants Mushrooms Seed Starting Cat Grass", "asin": "B0B4S4LZFJ", "price": "$9.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Vermiculite Bliss (16 Qts) - Organic Vermiculite for Gardening - Fine Grade Vermiculite for Plants - Coarse Vermiculite Soil Amendment - Bulk Vermiculite for Garden Soil, Perlite, & Seed Starting", "asin": "B0DKVMXSZQ", "price": "$26.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Coarse Vermiculite - Made in USA for All Indoor/Outdoor Plants & Flower Gardens - Horticultural Soil Amendment Additive Conditioner Grow Media for Hydroponics, Mushroom Cultivation and more!", "asin": "B01HQA75LS", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "Organic Vermiculite 2 qt by Doter, Increases Water and Nutrient Retention and Aerates The Soil, Perfect for Root Cuttings, Seed Germination, Arranging Flowers, and Bedding for Invertebrates", "asin": "B0B3H6KWMM", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items Arrives before Easter"},
{"title": "7oz Vermiculite, Organic Vermiculite for Plants Soil Amendments Bulk Additive for Potted and Garden, to Maintain Soil Moisture and Plant Growth(1-3mm)", "asin": "B0DY1G5379", "price": "$5.98", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 10 left in stock - order soon."},
{"title": "Horticultural Vermiculite Lightweight Garden Soil Conditioner for Aeration and Moisture Retention, 18qt, 2 Pack", "asin": "B07ND5KG74", "price": "$52.50", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Medium Vermiculite \u2013 Professional Grade \u2013 Excellent Soil Conditioner - Medium Granule \u2013 103 Quarts - 4 Cubic Foot", "asin": "B08WF8C5CL"},
{"title": "PVP Industries Organic Perlite Planting Soil Additive, White, 4-Cubic Feet", "asin": "B0094F1RLI", "price": "$47.99", "delivery": "FREE delivery Wed, Apr 16 for Prime members"},
{"title": "Vermiculite for Incubating Reptile Eggs, Housing Crickets and Starting Seeds (10 Quarts)", "asin": "B00JJWA2RQ", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "16004 Soils and Ammendments Horticultural Vermiculite, 18 Quarts", "asin": "B003ZEACHO", "price": "$35.49", "delivery": "FREE delivery Sat, Apr 12"},
{"title": "Premium Organic Fine Vermiculite - 2 Cubic Feet (51 Quarts) - Soil Amendment for Indoor and Outdoor Gardens, Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B00GA9YI58", "price": "$55.00", "delivery": "FREE delivery Apr 14 - 17"},
{"title": "10QT Vermiculite for Gardening, Horticultural Organic Vermiculite for Plants, Houseplants, Mushrooms, to Maintain Soil Moisture and Plant Growth", "asin": "B0DHTTDV74", "price": "$16.99", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "Organic Fine Vermiculite for Indoor Gardening Plants and Mushrooms \u2013 Enhances Soil Aeration, Seed Germination, Rooting Cuttings \u2013 Small Packages and Bulk (Vermiculite Grade 2 \u2013 Fine, 1 qt)", "asin": "B0DP4BCVZV", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 for Prime members"},
{"title": "Vermiculite for Gardening 1qt, Coarse Vermiculite for Plant Propagation, Cutting and Seed Starting, Maintain Soil Moisture for Potting Orchids, Succulents, Fungi, and Hydroponics", "asin": "B0DP663XCN", "price": "$7.19", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8 Quarts Horticultural Grade Premium Perlite - Coarse and Chunky", "asin": "B01LZDOLRI", "price": "$16.95", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "30QT Horticultural Vermiculite Bulk, Organic Vermiculite for Plants Course Grade for Gardening, for Houseplants, for Mushrooms, to Maintain Soil Moisture and Plant Growth(2-4mm)", "asin": "B0DQ59GX2Z", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Sprig & Stone Vermiculite (1 Quart)", "asin": "B01DUPTK7K", "price": "$9.99", "delivery": "FREE delivery Tue, Apr 15 Only 8 left in stock - order soon."},
{"title": "Therm-O-Rock Vermiculite 3 Medium, 2.0 cuft", "asin": "B01C3B7XJ4", "price": "$47.75", "delivery": "FREE delivery Wed, Apr 23"},
{"title": "14.7OZ Horticultural Vermiculite Bulk,Organic Vermiculitefor Plants Fine Horticultural Vermiculite Soil Amendments Vermiculite Bulk Soil Additive Perfect for Potted Plants and Garden 1-3mm (1.5QT)", "asin": "B0D478S2KW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 10"},
{"title": "Organic Coconut Coir Concentrated Seed Starting Mix, 16 Quart", "asin": "B078PQLHX4", "price": "$12.27", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Vermiculite, Organic Horticultural Vermiculite for Plants and Gardening, 6 Ounces", "asin": "B0DQJ14T75", "price": "$7.97", "delivery": " Two-Day FREE delivery Fri, Apr 11"},
{"title": "8QT Vermiculite, Organic Vermiculite for Gardening, Plants, Seed Starting, Potting Soil, Muchroom Growing, Horticultural Vermiculite Bulk, 100% Natural, 3-6mm", "asin": "B0CYCQS7QR", "price": "$17.99", "delivery": " Two-Day FREE delivery Fri, Apr 11 Only 11 left in stock - order soon."},
{"title": "Horticultural Vermiculite, 29.9 Quarts/ 1 cubic FT / 7.5 gallons / 28.25 liters", "asin": "B08TCL321S"}]
<|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": "2025-04-09T18:26:08.143Z", // 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>
