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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "/promo/A3E4P1PIMIAEVA", "price": "$6.39", "quantity": ""},
    {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""},
    {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""},
    {"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": ""},
    {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap Liquid, Fresh Scent Bundle, 1 Spray (16oz) + 3 Refills (16oz each)(Pack of 4)", "asin": "B07YD3KQ5S", "price": "$12.25", "quantity": ""},
    {"title": "Clorox Toilet Bowl Cleaner, Clinging Bleach Gel, Ocean Mist - 24 Ounces, Pack of 2", "asin": "B00W5D1MDE", "price": "$4.98", "quantity": ""},
    {"title": "Charmin Ultra Soft Toilet Paper 6 Mega Rolls, 224 Sheets Per Roll, 1.5 pounds", "asin": "B0CDZJ9JJC", "price": "$7.97", "quantity": ""},
    {"title": "COSRX Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.20", "quantity": ""},
    {"title": "Cascade Platinum Plus ActionPacs Dishwasher Detergent Pods, Dishwasher Soap, Mountain, 52 Count", "asin": "B0BS4MRWTT", "price": "$19.94", "quantity": ""},
    {"title": "Tide Ultra OXI Power PODS with Odor Eliminators Laundry Detergent Pacs, For Visible and Invisible Dirt, 45 Count, Tide PODS Laundry Detergent, Laundry Pacs", "asin": "B0BSK1B5G3", "price": "$19.94", "quantity": ""},
    {"title": "Tide PODS Laundry Detergent Soap Pacs, HE Compatible, 112 ct, Powerful 3-in-1 Clean, Clean Breeze", "asin": "B0B9ZBTZ1M", "price": "$28.99", "quantity": ""},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap, Biodegradable Formula, Lemon Verbena, 16 fl. oz - Pack of 3", "asin": "B01MG2BJF0", "price": "$13.86", "quantity": ""},
    {"title": "Finish Ultimate Infinity Shine Dishwasher Pods, No Pre-Rinse Dishwasher Detergent Soap Removes Burnt-On Stain, with Protector Shield & CycleSync Technology, Degreasing & Scrubbing Power, 62 Count", "asin": "B0CBL8TGXQ", "price": "$19.74", "quantity": ""},
    {"title": "Tide PODS Liquid Laundry Detergent Soap Pacs, Powerful 3-in-1 Clean in One Step, He Compatible, Spring Meadow Scent, 76 Count", "asin": "B0BJMNHLXZ", "price": "$19.94", "quantity": ""}
  ],
  "active_items": [
    {"title": "Cascade Complete Dishwasher Pods - Fresh Scent ActionPacs, Dishwasher Detergent, Dishwasher Soap, Detergent Pods, 78 Count", "asin": "B01NCJSM2T", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "78 Count (Pack of 1)"}, {"Scent": "Fresh"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Cruelty Free and Biodegradable Formula, Lemon Verbena Scent, 33 oz", "asin": "B00F1U0YB4", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "33 Ounce (Pack of 1)"}, {"Scent": "Lemon Verbena"}]},
    {"title": "Steelsoft Heavy Duty 4\"Flexible Dryer Vent Exhaust Duct Hose 3 Feet for Tight Space, Extra Thick(6-ply) Aluminum Foil Ducting Kit with 2 Key Hose Clamps", "asin": "B0BXGYRN2P", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4 inch 3 Feet"}]},
    {"title": "Scotch-Brite Zero Scratch Scrub Sponge, 6 Kitchen Sponges for Cleaning Around the Home, Bathroom & More, Scratch-free Dish Scrubber, Multi-surface Safe, Best for Nonstick Pots and Pans", "asin": "B0043P0IAK", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "6 Scrub Sponges"}]},
    {"title": "Finish - All in 1 - Dishwasher Detergent - Powerball - Dishwashing Tablets - Dish Tabs - Fresh Scent, 94 Count (Pack of 1) - Packaging May Vary", "asin": "B06XX33G82", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 128 Loads Liquid Laundry Detergent, 166.5 Fl oz", "asin": "B0BSNXFDML", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Scent": "Fresh Burst"}, {"Size": "166.5 Fl Oz (Pack of 1)"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "33 Fl Oz (Pack of 1)"}, {"Scent": "Rain Water"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Hinged Knee Support with Patented X-Strap Fixing System, Strong Stability for Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, MCL, Runner, Sport, Workout", "asin": "B0CQNJCMV4", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Adjustable Hinged Knee Support with Removable Side Stabilizers, Strong Stability for Joint Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, Runner, Sports", "asin": "B0C3H9DF62", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "KGOI Knee Brace for Women & Men for Acl/Pcl/Mcl, Meniscus Tear, Ligament/Sports Injuries, Arthritis (OA), Knee Joint Pain Relief & Support (Black, Size-5) CHECK SIZE CHART FOR BEST FIT (PIC 2&3)", "asin": "B0D4M1MWV6", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Size-5"}]},
    {"title": "Corsair Vengeance RGB Pro 16GB (2x8GB) DDR4 3600 (PC4-28800) C18 1.35V Desktop Memory - White (CMH16GX4M2D3600C18W)", "asin": "B08SQ75MP7", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "3600 MHz"}, {"Size": "16GB (2x8GB)"}, {"Color": "White"}]},
    {"title": "RISEN Cohesive Bandage 2\u201d x 5 Yards, 6 Rolls, Self Adherent Wrap Medical Tape, Adhesive Flexible Breathable First Aid Gauze Ideal for Stretch Athletic", "asin": "B07QX71PL2", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "6 Count (Pack of 1)"}]},
    {"title": "Scotchgard Outdoor Water Shield, Water Repellent Spray for Outdoor Summer and Spring Gear and Patio Furniture, Fabric Spray for Protection Against the Rainy Spring Weather, 13 oz", "asin": "B01M5BI455", "delivery": "Two-Day FREE delivery Wed, Apr 16", "quantity": "1", "selected": false, "options": [{"Size": "13 Fl Oz (Pack of 1)"}]},
    {"title": "Auto Cloth Changing Mini Mop, 360\u00b0Rotating Auto Cloth Changing Mop with Reusable Rags for Bathroom & Kitchen, Changing Towel Without Touching Dirty, Lightweight (Purple,71cm/28in)", "asin": "B0DJF89H61", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "Purple"}, {"Size": "71cm/28in"}]},
    {"title": "MOIPEJO LED Flashlight Gloves, Gifts for Men Him Boyfriend Husband, Cool Gadget Finger Lights Waterproof for Camping Fishing Repairing, Fathers Day Christmas Birthday Gift", "asin": "B08ZJQCZJ4", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}]},
    {"title": "Nature's Bounty Vitamin D3 K2 Supplement, 4000 IU Vitamin D3 Plus 100 mcg of Vitamin K for Heart & Bone Health Support, 30 Day Supply, 30 Vegetarian Capsules, K2 + D3 Supplements for Adults", "asin": "B0CXZKYFF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Size": "30 Count (Pack of 1)"}]},
    {"title": "ZeroWater Official 5-Stage Water Filter for Replacement, NSF Certified to Reduce Lead, Other Heavy Metals and PFOA/PFOS, 4-Pack, White", "asin": "B00C7N7L1E", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "4-Pack"}]},
    {"title": "ZeroWater Official Replacement Filter - 5-Stage 0 TDS Filter Replacement - System IAPMO Certified to Reduce Lead, Chromium, and PFOA/PFOS, 2-Pack", "asin": "B001CUQ1C8", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "2-Pack"}]},
    {"title": "AIDEA Microfiber Cleaning Cloth 24 Pack, 12inx16in Microfiber Towel for Cars, Soft & Absorbent Microfiber Towels, Lint Free Cleaning Cloth, Premium Wash Cloth for House, Kitchen, Car, Shop Towels", "asin": "B0BSF59334", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Multicolor"}, {"Size": "24 Pack-12 inch x 16 inch"}]},
    {"title": "USANOOKS Microfiber Cleaning Cloth Grey - 12 Pcs (12.5\"x12.5\") - High Performance - 1200 Washes, Ultra Absorbent Microfiber Towel Weave Grime & Liquid for Streak-Free Mirror Shine - Car Washing Cloth", "asin": "B08BRJHJF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Gray"}]},
    {"title": "Eyelash Extension Glue, Extra Strong Professional Eyelash Glue, 1 Sec Drying time, 7-9 Weeks Retention, lash Extension Glue or Semi-Permanent Eyelash Extensions (0.17fl.oz / 5ml)", "asin": "B0C9MLMDTC", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Pack"}]},
    {"title": "BUYDEEM G553 5-Quart Electric Food Steamer for Cooking, One Touch Vegetable Steamer, Digital Multifunctional Steamer, Quick Steam in 60s, Stainless Steel Steamer Tray, No Stew Pots Included", "asin": "B0C3RGFNKM", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "5 quart"}]},
    {"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin, 10.1 Oz", "asin": "B002D48QUC", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "10.1 Fl Oz (Pack of 1)"}]},
    {"title": "CreazyBee Vegetable Planting Mounting Potassium Dihydrogen Phosphate Fertilizer for Home Garden Veggies, Flowers, Herbs Planting, No Chlorine, Low Salt Index, Soluble in Water (White)", "asin": "B087255QHB", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
    {"title": "Machine Learning System Design Interview", "asin": "1736049127", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems", "asin": "1098125975", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Holikme 7 Pack Deep Cleaning Brush Set, Scrub Pads with Scraper Tip for Pool Walls, Bathroom, Grout, Floor, Tub, Shower and Kitchen Surface, Abrasive Wheel Brushes (Green)", "asin": "B088NFBS3B", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Green"}]}
  ],
  "saved_items": [
    {"title": "Curel Oil Control Hydrating Water Essence For Oily to Dry, Sensitive Skin, Hydrating Face Moisturizer, Fragrance Free, 5 Oz", "asin": "B0CMR1R949", "options": []},
    {"title": "Baby Shower Gifts Set for Boys: Newborn Basket Kit 9 Pcs with Baby Blanket Rattle Bib and More - Unique and Personalized Baby Essentials for New Mom", "asin": "B0CNCXNJ6Q", "options": []},
    {"title": "Baby Boy Gift Basket Set, Unique Baby Gift Basket Set, New Baby Boy Gift Basket, New Baby Gift Basket Set with Baby Blanket, Baby Rattle, Bunny, Keepsake Milestone, Elephant Toy, Baby Socks", "asin": "B0CHRTFDV7", "options": [{"Color": "Grey"}]},
    {"title": "MIE Replacement Lid for Coffee Mug & Tea Cup - Competible With Starbucks Ceramic Travel Mug 10oz / 12oz / 16oz, Tumbler Lid, Mug Lid, Cup Lid (French Rose)", "asin": "B0BRFMB752", "options": [{"Color": "French Rose"}]},
    {"title": "YKYI Replaceable Brush Heads Set,8 Pack for \ud835\udc04\ud835\udc25\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc2b\ud835\udc22\ud835\udc1c \ud835\udc12\ud835\udc29\ud835\udc22\ud835\udc27 \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc2e\ud835\udc1b\ud835\udc1b\ud835\udc1e\ud835\udc2b,Suitable for Model ANS-8051A/8050 Power Shower Scrubber,for Household Cleaning and Heavy Oil Pollution Cleaning", "asin": "B0C7C3YLWD", "options": []},
    {"title": "Prosacea - Medicated Rosacea Treatment for Face - Heals Rosacea Symptoms of Redness, Pimples and Irritation - Fragrance Free - 0.75 oz", "asin": "B001TSJ26A", "options": [{"Size": "Pack of 1"}]},
    {"title": "devembr Snowboard Stomp Pad, 3D Clear Snowflake Snowboarding Stomp Pads, PVC Material, 5.11\" x 5.9\", Transparent Pattern", "asin": "B0BGS8K46T", "options": [{"Size": "5.11\" x 5.9\""}, {"Color": "Transparent"}]},
    {"title": "BENEUNDER Large Brim Floppy Sun Hats for Women Summer Beach Sun Hat Foldable UPF 50+ (Blue)", "asin": "B0BS981ZKN", "options": []},
    {"title": "Microwave Cookware Steamer- 3 Piece Microwave Cooker w Food Container, Removable Strainer and Locking Steam Vent Lid- BPA Free, Fridge and Freezer Safe | 1.3 Liters, 6x6x4 Inches", "asin": "B071JZQYQY", "options": []},
    {"title": "Tineco Floor ONE S5 Smart Cordless Wet Dry Vacuum Cleaner and Mop for Hard Floors, Digital Display, Long Run Time, Great for Sticky Messes and Pet Hair, Space-Saving Design, Blue", "asin": "B09P2RKRWX", "options": [{"Style": "Floor ONE S5 Blue"}]},
    {"asin": "B09P2RKRWX", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T09:38:05.522Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "/promo/A3E4P1PIMIAEVA", "price": "$6.39", "quantity": ""},
    {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""},
    {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""},
    {"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": ""},
    {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap Liquid, Fresh Scent Bundle, 1 Spray (16oz) + 3 Refills (16oz each)(Pack of 4)", "asin": "B07YD3KQ5S", "price": "$12.25", "quantity": ""},
    {"title": "Clorox Toilet Bowl Cleaner, Clinging Bleach Gel, Ocean Mist - 24 Ounces, Pack of 2", "asin": "B00W5D1MDE", "price": "$4.98", "quantity": ""},
    {"title": "Charmin Ultra Soft Toilet Paper 6 Mega Rolls, 224 Sheets Per Roll, 1.5 pounds", "asin": "B0CDZJ9JJC", "price": "$7.97", "quantity": ""},
    {"title": "COSRX Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.20", "quantity": ""},
    {"title": "Cascade Platinum Plus ActionPacs Dishwasher Detergent Pods, Dishwasher Soap, Mountain, 52 Count", "asin": "B0BS4MRWTT", "price": "$19.94", "quantity": ""},
    {"title": "Tide Ultra OXI Power PODS with Odor Eliminators Laundry Detergent Pacs, For Visible and Invisible Dirt, 45 Count, Tide PODS Laundry Detergent, Laundry Pacs", "asin": "B0BSK1B5G3", "price": "$19.94", "quantity": ""},
    {"title": "Tide PODS Laundry Detergent Soap Pacs, HE Compatible, 112 ct, Powerful 3-in-1 Clean, Clean Breeze", "asin": "B0B9ZBTZ1M", "price": "$28.99", "quantity": ""},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap, Biodegradable Formula, Lemon Verbena, 16 fl. oz - Pack of 3", "asin": "B01MG2BJF0", "price": "$13.86", "quantity": ""},
    {"title": "Finish Ultimate Infinity Shine Dishwasher Pods, No Pre-Rinse Dishwasher Detergent Soap Removes Burnt-On Stain, with Protector Shield & CycleSync Technology, Degreasing & Scrubbing Power, 62 Count", "asin": "B0CBL8TGXQ", "price": "$19.74", "quantity": ""},
    {"title": "Tide PODS Liquid Laundry Detergent Soap Pacs, Powerful 3-in-1 Clean in One Step, He Compatible, Spring Meadow Scent, 76 Count", "asin": "B0BJMNHLXZ", "price": "$19.94", "quantity": ""}
  ],
  "active_items": [
    {"title": "Cascade Complete Dishwasher Pods - Fresh Scent ActionPacs, Dishwasher Detergent, Dishwasher Soap, Detergent Pods, 78 Count", "asin": "B01NCJSM2T", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "78 Count (Pack of 1)"}, {"Scent": "Fresh"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Cruelty Free and Biodegradable Formula, Lemon Verbena Scent, 33 oz", "asin": "B00F1U0YB4", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "33 Ounce (Pack of 1)"}, {"Scent": "Lemon Verbena"}]},
    {"title": "Steelsoft Heavy Duty 4\"Flexible Dryer Vent Exhaust Duct Hose 3 Feet for Tight Space, Extra Thick(6-ply) Aluminum Foil Ducting Kit with 2 Key Hose Clamps", "asin": "B0BXGYRN2P", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4 inch 3 Feet"}]},
    {"title": "Scotch-Brite Zero Scratch Scrub Sponge, 6 Kitchen Sponges for Cleaning Around the Home, Bathroom & More, Scratch-free Dish Scrubber, Multi-surface Safe, Best for Nonstick Pots and Pans", "asin": "B0043P0IAK", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "6 Scrub Sponges"}]},
    {"title": "Finish - All in 1 - Dishwasher Detergent - Powerball - Dishwashing Tablets - Dish Tabs - Fresh Scent, 94 Count (Pack of 1) - Packaging May Vary", "asin": "B06XX33G82", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 128 Loads Liquid Laundry Detergent, 166.5 Fl oz", "asin": "B0BSNXFDML", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Scent": "Fresh Burst"}, {"Size": "166.5 Fl Oz (Pack of 1)"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "33 Fl Oz (Pack of 1)"}, {"Scent": "Rain Water"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Hinged Knee Support with Patented X-Strap Fixing System, Strong Stability for Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, MCL, Runner, Sport, Workout", "asin": "B0CQNJCMV4", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Adjustable Hinged Knee Support with Removable Side Stabilizers, Strong Stability for Joint Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, Runner, Sports", "asin": "B0C3H9DF62", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "KGOI Knee Brace for Women & Men for Acl/Pcl/Mcl, Meniscus Tear, Ligament/Sports Injuries, Arthritis (OA), Knee Joint Pain Relief & Support (Black, Size-5) CHECK SIZE CHART FOR BEST FIT (PIC 2&3)", "asin": "B0D4M1MWV6", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Size-5"}]},
    {"title": "Corsair Vengeance RGB Pro 16GB (2x8GB) DDR4 3600 (PC4-28800) C18 1.35V Desktop Memory - White (CMH16GX4M2D3600C18W)", "asin": "B08SQ75MP7", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "3600 MHz"}, {"Size": "16GB (2x8GB)"}, {"Color": "White"}]},
    {"title": "RISEN Cohesive Bandage 2\u201d x 5 Yards, 6 Rolls, Self Adherent Wrap Medical Tape, Adhesive Flexible Breathable First Aid Gauze Ideal for Stretch Athletic", "asin": "B07QX71PL2", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "6 Count (Pack of 1)"}]},
    {"title": "Scotchgard Outdoor Water Shield, Water Repellent Spray for Outdoor Summer and Spring Gear and Patio Furniture, Fabric Spray for Protection Against the Rainy Spring Weather, 13 oz", "asin": "B01M5BI455", "delivery": "Two-Day FREE delivery Wed, Apr 16", "quantity": "1", "selected": false, "options": [{"Size": "13 Fl Oz (Pack of 1)"}]},
    {"title": "Auto Cloth Changing Mini Mop, 360\u00b0Rotating Auto Cloth Changing Mop with Reusable Rags for Bathroom & Kitchen, Changing Towel Without Touching Dirty, Lightweight (Purple,71cm/28in)", "asin": "B0DJF89H61", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "Purple"}, {"Size": "71cm/28in"}]},
    {"title": "MOIPEJO LED Flashlight Gloves, Gifts for Men Him Boyfriend Husband, Cool Gadget Finger Lights Waterproof for Camping Fishing Repairing, Fathers Day Christmas Birthday Gift", "asin": "B08ZJQCZJ4", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}]},
    {"title": "Nature's Bounty Vitamin D3 K2 Supplement, 4000 IU Vitamin D3 Plus 100 mcg of Vitamin K for Heart & Bone Health Support, 30 Day Supply, 30 Vegetarian Capsules, K2 + D3 Supplements for Adults", "asin": "B0CXZKYFF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Size": "30 Count (Pack of 1)"}]},
    {"title": "ZeroWater Official 5-Stage Water Filter for Replacement, NSF Certified to Reduce Lead, Other Heavy Metals and PFOA/PFOS, 4-Pack, White", "asin": "B00C7N7L1E", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "4-Pack"}]},
    {"title": "ZeroWater Official Replacement Filter - 5-Stage 0 TDS Filter Replacement - System IAPMO Certified to Reduce Lead, Chromium, and PFOA/PFOS, 2-Pack", "asin": "B001CUQ1C8", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "2-Pack"}]},
    {"title": "AIDEA Microfiber Cleaning Cloth 24 Pack, 12inx16in Microfiber Towel for Cars, Soft & Absorbent Microfiber Towels, Lint Free Cleaning Cloth, Premium Wash Cloth for House, Kitchen, Car, Shop Towels", "asin": "B0BSF59334", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Multicolor"}, {"Size": "24 Pack-12 inch x 16 inch"}]},
    {"title": "USANOOKS Microfiber Cleaning Cloth Grey - 12 Pcs (12.5\"x12.5\") - High Performance - 1200 Washes, Ultra Absorbent Microfiber Towel Weave Grime & Liquid for Streak-Free Mirror Shine - Car Washing Cloth", "asin": "B08BRJHJF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Gray"}]},
    {"title": "Eyelash Extension Glue, Extra Strong Professional Eyelash Glue, 1 Sec Drying time, 7-9 Weeks Retention, lash Extension Glue or Semi-Permanent Eyelash Extensions (0.17fl.oz / 5ml)", "asin": "B0C9MLMDTC", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Pack"}]},
    {"title": "BUYDEEM G553 5-Quart Electric Food Steamer for Cooking, One Touch Vegetable Steamer, Digital Multifunctional Steamer, Quick Steam in 60s, Stainless Steel Steamer Tray, No Stew Pots Included", "asin": "B0C3RGFNKM", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "5 quart"}]},
    {"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin, 10.1 Oz", "asin": "B002D48QUC", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "10.1 Fl Oz (Pack of 1)"}]},
    {"title": "CreazyBee Vegetable Planting Mounting Potassium Dihydrogen Phosphate Fertilizer for Home Garden Veggies, Flowers, Herbs Planting, No Chlorine, Low Salt Index, Soluble in Water (White)", "asin": "B087255QHB", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
    {"title": "Machine Learning System Design Interview", "asin": "1736049127", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems", "asin": "1098125975", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Holikme 7 Pack Deep Cleaning Brush Set, Scrub Pads with Scraper Tip for Pool Walls, Bathroom, Grout, Floor, Tub, Shower and Kitchen Surface, Abrasive Wheel Brushes (Green)", "asin": "B088NFBS3B", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Green"}]}
  ],
  "saved_items": [
    {"title": "Curel Oil Control Hydrating Water Essence For Oily to Dry, Sensitive Skin, Hydrating Face Moisturizer, Fragrance Free, 5 Oz", "asin": "B0CMR1R949", "options": []},
    {"title": "Baby Shower Gifts Set for Boys: Newborn Basket Kit 9 Pcs with Baby Blanket Rattle Bib and More - Unique and Personalized Baby Essentials for New Mom", "asin": "B0CNCXNJ6Q", "options": []},
    {"title": "Baby Boy Gift Basket Set, Unique Baby Gift Basket Set, New Baby Boy Gift Basket, New Baby Gift Basket Set with Baby Blanket, Baby Rattle, Bunny, Keepsake Milestone, Elephant Toy, Baby Socks", "asin": "B0CHRTFDV7", "options": [{"Color": "Grey"}]},
    {"title": "MIE Replacement Lid for Coffee Mug & Tea Cup - Competible With Starbucks Ceramic Travel Mug 10oz / 12oz / 16oz, Tumbler Lid, Mug Lid, Cup Lid (French Rose)", "asin": "B0BRFMB752", "options": [{"Color": "French Rose"}]},
    {"title": "YKYI Replaceable Brush Heads Set,8 Pack for \ud835\udc04\ud835\udc25\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc2b\ud835\udc22\ud835\udc1c \ud835\udc12\ud835\udc29\ud835\udc22\ud835\udc27 \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc2e\ud835\udc1b\ud835\udc1b\ud835\udc1e\ud835\udc2b,Suitable for Model ANS-8051A/8050 Power Shower Scrubber,for Household Cleaning and Heavy Oil Pollution Cleaning", "asin": "B0C7C3YLWD", "options": []},
    {"title": "Prosacea - Medicated Rosacea Treatment for Face - Heals Rosacea Symptoms of Redness, Pimples and Irritation - Fragrance Free - 0.75 oz", "asin": "B001TSJ26A", "options": [{"Size": "Pack of 1"}]},
    {"title": "devembr Snowboard Stomp Pad, 3D Clear Snowflake Snowboarding Stomp Pads, PVC Material, 5.11\" x 5.9\", Transparent Pattern", "asin": "B0BGS8K46T", "options": [{"Size": "5.11\" x 5.9\""}, {"Color": "Transparent"}]},
    {"title": "BENEUNDER Large Brim Floppy Sun Hats for Women Summer Beach Sun Hat Foldable UPF 50+ (Blue)", "asin": "B0BS981ZKN", "options": []},
    {"title": "Microwave Cookware Steamer- 3 Piece Microwave Cooker w Food Container, Removable Strainer and Locking Steam Vent Lid- BPA Free, Fridge and Freezer Safe | 1.3 Liters, 6x6x4 Inches", "asin": "B071JZQYQY", "options": []},
    {"title": "Tineco Floor ONE S5 Smart Cordless Wet Dry Vacuum Cleaner and Mop for Hard Floors, Digital Display, Long Run Time, Great for Sticky Messes and Pet Hair, Space-Saving Design, Blue", "asin": "B09P2RKRWX", "options": [{"Style": "Floor ONE S5 Blue"}]},
    {"asin": "B09P2RKRWX", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T09:38:05.522Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-06T06:44:11.753Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-06T06:44:35.141Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-14T09:28:29.443Z", "action": "click_product", "action_argument": "B07MFMWFYL"}
{"timestamp": "2025-04-14T09:28:55.430Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-14T09:30:43.745Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:45.119Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-14T09:30:59.192Z", "action": "click_product", "action_argument": "B00F1U0YB4"}
{"timestamp": "2025-04-14T09:36:18.314Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:36:18.356Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.321Z", "action": "click", "action_argument": "cart_page_select"}
{"timestamp": "2025-04-14T09:37:18.355Z", "action": "click", "action_argument": "cart_page_select"}
<|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": ""
}
  ],
  "promotion_items": [
    {"title": "Scott ComfortPlus Toilet Paper, 12 Double Rolls, 231 Sheets per Roll, Septic-Safe, 1-Ply Toilet Tissue", "asin": "/promo/A3E4P1PIMIAEVA", "price": "$6.39", "quantity": ""},
    {"title": "Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls (Packaging May Vary)", "asin": "B07MHJFRBJ", "price": "$24.42", "quantity": ""},
    {"title": "Bounty Paper Towels Quick Size, White, 16 Family Rolls = 40 Regular Rolls (Packaging May Vary)", "asin": "B079VP6DH5", "price": "$43.49", "quantity": ""},
    {"title": "Charmin Ultra Soft Cushiony Touch Toilet Paper, 24 Family Mega Rolls = 123 Regular Rolls", "asin": "B0798DVT68", "price": "$35.49", "quantity": ""},
    {"title": "Dawn Platinum Powerwash Dish Spray, Dish Soap Liquid, Fresh Scent Bundle, 1 Spray (16oz) + 3 Refills (16oz each)(Pack of 4)", "asin": "B07YD3KQ5S", "price": "$12.25", "quantity": ""},
    {"title": "Clorox Toilet Bowl Cleaner, Clinging Bleach Gel, Ocean Mist - 24 Ounces, Pack of 2", "asin": "B00W5D1MDE", "price": "$4.98", "quantity": ""},
    {"title": "Charmin Ultra Soft Toilet Paper 6 Mega Rolls, 224 Sheets Per Roll, 1.5 pounds", "asin": "B0CDZJ9JJC", "price": "$7.97", "quantity": ""},
    {"title": "COSRX Snail Mucin 96% Power Repairing Essence 3.38 fl.oz 100ml, Hydrating Serum for Face with Snail Secretion Filtrate for Dull Skin & Fine Lines, Korean Skin Care", "asin": "B00PBX3L7K", "price": "$19.20", "quantity": ""},
    {"title": "Cascade Platinum Plus ActionPacs Dishwasher Detergent Pods, Dishwasher Soap, Mountain, 52 Count", "asin": "B0BS4MRWTT", "price": "$19.94", "quantity": ""},
    {"title": "Tide Ultra OXI Power PODS with Odor Eliminators Laundry Detergent Pacs, For Visible and Invisible Dirt, 45 Count, Tide PODS Laundry Detergent, Laundry Pacs", "asin": "B0BSK1B5G3", "price": "$19.94", "quantity": ""},
    {"title": "Tide PODS Laundry Detergent Soap Pacs, HE Compatible, 112 ct, Powerful 3-in-1 Clean, Clean Breeze", "asin": "B0B9ZBTZ1M", "price": "$28.99", "quantity": ""},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Dish Soap, Biodegradable Formula, Lemon Verbena, 16 fl. oz - Pack of 3", "asin": "B01MG2BJF0", "price": "$13.86", "quantity": ""},
    {"title": "Finish Ultimate Infinity Shine Dishwasher Pods, No Pre-Rinse Dishwasher Detergent Soap Removes Burnt-On Stain, with Protector Shield & CycleSync Technology, Degreasing & Scrubbing Power, 62 Count", "asin": "B0CBL8TGXQ", "price": "$19.74", "quantity": ""},
    {"title": "Tide PODS Liquid Laundry Detergent Soap Pacs, Powerful 3-in-1 Clean in One Step, He Compatible, Spring Meadow Scent, 76 Count", "asin": "B0BJMNHLXZ", "price": "$19.94", "quantity": ""}
  ],
  "active_items": [
    {"title": "Cascade Complete Dishwasher Pods - Fresh Scent ActionPacs, Dishwasher Detergent, Dishwasher Soap, Detergent Pods, 78 Count", "asin": "B01NCJSM2T", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "78 Count (Pack of 1)"}, {"Scent": "Fresh"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Cruelty Free and Biodegradable Formula, Lemon Verbena Scent, 33 oz", "asin": "B00F1U0YB4", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "2", "selected": true, "options": [{"Size": "33 Ounce (Pack of 1)"}, {"Scent": "Lemon Verbena"}]},
    {"title": "Steelsoft Heavy Duty 4\"Flexible Dryer Vent Exhaust Duct Hose 3 Feet for Tight Space, Extra Thick(6-ply) Aluminum Foil Ducting Kit with 2 Key Hose Clamps", "asin": "B0BXGYRN2P", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "4 inch 3 Feet"}]},
    {"title": "Scotch-Brite Zero Scratch Scrub Sponge, 6 Kitchen Sponges for Cleaning Around the Home, Bathroom & More, Scratch-free Dish Scrubber, Multi-surface Safe, Best for Nonstick Pots and Pans", "asin": "B0043P0IAK", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Style": "6 Scrub Sponges"}]},
    {"title": "Finish - All in 1 - Dishwasher Detergent - Powerball - Dishwashing Tablets - Dish Tabs - Fresh Scent, 94 Count (Pack of 1) - Packaging May Vary", "asin": "B06XX33G82", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Arm & Hammer Plus OxiClean Odor Blasters Fresh Burst, 128 Loads Liquid Laundry Detergent, 166.5 Fl oz", "asin": "B0BSNXFDML", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Scent": "Fresh Burst"}, {"Size": "166.5 Fl Oz (Pack of 1)"}]},
    {"title": "MRS. MEYER'S CLEAN DAY Liquid Hand Soap Refill, Rainwater, 33 OZ", "asin": "B07MFMWFYL", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": true, "options": [{"Size": "33 Fl Oz (Pack of 1)"}, {"Scent": "Rain Water"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Hinged Knee Support with Patented X-Strap Fixing System, Strong Stability for Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, MCL, Runner, Sport, Workout", "asin": "B0CQNJCMV4", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "NEENCA Professional Knee Brace for Knee Pain, Adjustable Hinged Knee Support with Removable Side Stabilizers, Strong Stability for Joint Pain Relief, Arthritis, Meniscus Tear, ACL, PCL, Runner, Sports", "asin": "B0C3H9DF62", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Small"}, {"Color": "Black - Single"}]},
    {"title": "KGOI Knee Brace for Women & Men for Acl/Pcl/Mcl, Meniscus Tear, Ligament/Sports Injuries, Arthritis (OA), Knee Joint Pain Relief & Support (Black, Size-5) CHECK SIZE CHART FOR BEST FIT (PIC 2&3)", "asin": "B0D4M1MWV6", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "Size-5"}]},
    {"title": "Corsair Vengeance RGB Pro 16GB (2x8GB) DDR4 3600 (PC4-28800) C18 1.35V Desktop Memory - White (CMH16GX4M2D3600C18W)", "asin": "B08SQ75MP7", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "3600 MHz"}, {"Size": "16GB (2x8GB)"}, {"Color": "White"}]},
    {"title": "RISEN Cohesive Bandage 2\u201d x 5 Yards, 6 Rolls, Self Adherent Wrap Medical Tape, Adhesive Flexible Breathable First Aid Gauze Ideal for Stretch Athletic", "asin": "B07QX71PL2", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Color": "White"}, {"Size": "6 Count (Pack of 1)"}]},
    {"title": "Scotchgard Outdoor Water Shield, Water Repellent Spray for Outdoor Summer and Spring Gear and Patio Furniture, Fabric Spray for Protection Against the Rainy Spring Weather, 13 oz", "asin": "B01M5BI455", "delivery": "Two-Day FREE delivery Wed, Apr 16", "quantity": "1", "selected": false, "options": [{"Size": "13 Fl Oz (Pack of 1)"}]},
    {"title": "Auto Cloth Changing Mini Mop, 360\u00b0Rotating Auto Cloth Changing Mop with Reusable Rags for Bathroom & Kitchen, Changing Towel Without Touching Dirty, Lightweight (Purple,71cm/28in)", "asin": "B0DJF89H61", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "Purple"}, {"Size": "71cm/28in"}]},
    {"title": "MOIPEJO LED Flashlight Gloves, Gifts for Men Him Boyfriend Husband, Cool Gadget Finger Lights Waterproof for Camping Fishing Repairing, Fathers Day Christmas Birthday Gift", "asin": "B08ZJQCZJ4", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Black"}]},
    {"title": "Nature's Bounty Vitamin D3 K2 Supplement, 4000 IU Vitamin D3 Plus 100 mcg of Vitamin K for Heart & Bone Health Support, 30 Day Supply, 30 Vegetarian Capsules, K2 + D3 Supplements for Adults", "asin": "B0CXZKYFF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15", "quantity": "1", "selected": false, "options": [{"Size": "30 Count (Pack of 1)"}]},
    {"title": "ZeroWater Official 5-Stage Water Filter for Replacement, NSF Certified to Reduce Lead, Other Heavy Metals and PFOA/PFOS, 4-Pack, White", "asin": "B00C7N7L1E", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "4-Pack"}]},
    {"title": "ZeroWater Official Replacement Filter - 5-Stage 0 TDS Filter Replacement - System IAPMO Certified to Reduce Lead, Chromium, and PFOA/PFOS, 2-Pack", "asin": "B001CUQ1C8", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": [{"Style": "2-Pack"}]},
    {"title": "AIDEA Microfiber Cleaning Cloth 24 Pack, 12inx16in Microfiber Towel for Cars, Soft & Absorbent Microfiber Towels, Lint Free Cleaning Cloth, Premium Wash Cloth for House, Kitchen, Car, Shop Towels", "asin": "B0BSF59334", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Multicolor"}, {"Size": "24 Pack-12 inch x 16 inch"}]},
    {"title": "USANOOKS Microfiber Cleaning Cloth Grey - 12 Pcs (12.5\"x12.5\") - High Performance - 1200 Washes, Ultra Absorbent Microfiber Towel Weave Grime & Liquid for Streak-Free Mirror Shine - Car Washing Cloth", "asin": "B08BRJHJF9", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Gray"}]},
    {"title": "Eyelash Extension Glue, Extra Strong Professional Eyelash Glue, 1 Sec Drying time, 7-9 Weeks Retention, lash Extension Glue or Semi-Permanent Eyelash Extensions (0.17fl.oz / 5ml)", "asin": "B0C9MLMDTC", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "1 Pack"}]},
    {"title": "BUYDEEM G553 5-Quart Electric Food Steamer for Cooking, One Touch Vegetable Steamer, Digital Multifunctional Steamer, Quick Steam in 60s, Stainless Steel Steamer Tray, No Stew Pots Included", "asin": "B0C3RGFNKM", "delivery": "FREE delivery Thu, Apr 17 FREE Returns", "quantity": "1", "selected": false, "options": [{"Size": "5 quart"}]},
    {"title": "Av\u00e8ne Thermal Spring Water, Soothing Calming Facial Mist Spray for Sensitive Skin, 10.1 Oz", "asin": "B002D48QUC", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM on $25 of qualifying items", "quantity": "1", "selected": false, "options": [{"Size": "10.1 Fl Oz (Pack of 1)"}]},
    {"title": "CreazyBee Vegetable Planting Mounting Potassium Dihydrogen Phosphate Fertilizer for Home Garden Veggies, Flowers, Herbs Planting, No Chlorine, Low Salt Index, Soluble in Water (White)", "asin": "B087255QHB", "delivery": "$4.99 delivery Apr 24 - May 5", "quantity": "1", "selected": false, "options": [{"Color": "White"}]},
    {"title": "Machine Learning System Design Interview", "asin": "1736049127", "delivery": "Two-Day FREE delivery Wed, Apr 16 FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems", "asin": "1098125975", "delivery": "Same-Day FREE delivery Today 5\u202fPM - 10\u202fPM FREE Returns", "quantity": "1", "selected": false, "options": []},
    {"title": "Holikme 7 Pack Deep Cleaning Brush Set, Scrub Pads with Scraper Tip for Pool Walls, Bathroom, Grout, Floor, Tub, Shower and Kitchen Surface, Abrasive Wheel Brushes (Green)", "asin": "B088NFBS3B", "delivery": "One-Day FREE delivery Tomorrow, Apr 15 FREE Returns", "quantity": "1", "selected": false, "options": [{"Color": "Green"}]}
  ],
  "saved_items": [
    {"title": "Curel Oil Control Hydrating Water Essence For Oily to Dry, Sensitive Skin, Hydrating Face Moisturizer, Fragrance Free, 5 Oz", "asin": "B0CMR1R949", "options": []},
    {"title": "Baby Shower Gifts Set for Boys: Newborn Basket Kit 9 Pcs with Baby Blanket Rattle Bib and More - Unique and Personalized Baby Essentials for New Mom", "asin": "B0CNCXNJ6Q", "options": []},
    {"title": "Baby Boy Gift Basket Set, Unique Baby Gift Basket Set, New Baby Boy Gift Basket, New Baby Gift Basket Set with Baby Blanket, Baby Rattle, Bunny, Keepsake Milestone, Elephant Toy, Baby Socks", "asin": "B0CHRTFDV7", "options": [{"Color": "Grey"}]},
    {"title": "MIE Replacement Lid for Coffee Mug & Tea Cup - Competible With Starbucks Ceramic Travel Mug 10oz / 12oz / 16oz, Tumbler Lid, Mug Lid, Cup Lid (French Rose)", "asin": "B0BRFMB752", "options": [{"Color": "French Rose"}]},
    {"title": "YKYI Replaceable Brush Heads Set,8 Pack for \ud835\udc04\ud835\udc25\ud835\udc1e\ud835\udc1c\ud835\udc2d\ud835\udc2b\ud835\udc22\ud835\udc1c \ud835\udc12\ud835\udc29\ud835\udc22\ud835\udc27 \ud835\udc12\ud835\udc1c\ud835\udc2b\ud835\udc2e\ud835\udc1b\ud835\udc1b\ud835\udc1e\ud835\udc2b,Suitable for Model ANS-8051A/8050 Power Shower Scrubber,for Household Cleaning and Heavy Oil Pollution Cleaning", "asin": "B0C7C3YLWD", "options": []},
    {"title": "Prosacea - Medicated Rosacea Treatment for Face - Heals Rosacea Symptoms of Redness, Pimples and Irritation - Fragrance Free - 0.75 oz", "asin": "B001TSJ26A", "options": [{"Size": "Pack of 1"}]},
    {"title": "devembr Snowboard Stomp Pad, 3D Clear Snowflake Snowboarding Stomp Pads, PVC Material, 5.11\" x 5.9\", Transparent Pattern", "asin": "B0BGS8K46T", "options": [{"Size": "5.11\" x 5.9\""}, {"Color": "Transparent"}]},
    {"title": "BENEUNDER Large Brim Floppy Sun Hats for Women Summer Beach Sun Hat Foldable UPF 50+ (Blue)", "asin": "B0BS981ZKN", "options": []},
    {"title": "Microwave Cookware Steamer- 3 Piece Microwave Cooker w Food Container, Removable Strainer and Locking Steam Vent Lid- BPA Free, Fridge and Freezer Safe | 1.3 Liters, 6x6x4 Inches", "asin": "B071JZQYQY", "options": []},
    {"title": "Tineco Floor ONE S5 Smart Cordless Wet Dry Vacuum Cleaner and Mop for Hard Floors, Digital Display, Long Run Time, Great for Sticky Messes and Pet Hair, Space-Saving Design, Blue", "asin": "B09P2RKRWX", "options": [{"Style": "Floor ONE S5 Blue"}]},
    {"asin": "B09P2RKRWX", "options": []}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-14T09:38:05.522Z", // 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>
