<|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": "2025-04-06T23:27:40.725Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:42.024Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:43.645Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:44.545Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:54.869Z", "action": "input", "action_argument": "golf"}
{"timestamp": "2025-04-06T23:27:55.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:01.249Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T23:28:06.445Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:06.616Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:08.635Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:12.714Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:17.885Z", "action": "click", "action_argument": "search"}
<|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": "golf practice balls"}],
"promotion_items": [{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CFMM5J", "price": "$27.99", "quantity": ""},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "quantity": ""},
{"title": "Golf Ball Planet 50 Pack Used Golf Balls for Taylormade", "asin": "B09QRNYYS2", "price": "$64.99", "quantity": ""},
{"title": "GoSports Pure Putt Golf 9 ft Putting Green Ramp - Black or Brown - Premium Wood Training Aid for Home & Office Putting Practice - Includes 4 Golf Balls", "asin": "B08Z8LM2JM", "price": "$98.03", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Golf Swing Trainer w/Molded Golf Grip Trainer | Your go to Golf Swing Training Aids to Enhance Skill,Strength & Correct Swing Path | Click Stick Golf Trainer in Balance & Distance | Golf Training Aid", "asin": "B0CK6G6T2K", "price": "$45.99", "quantity": ""},
{"title": "Titleist Pro V1X Personalized Golf Balls |Add Logo, Image or Text (Set of 12)", "asin": "B0BNJZD6MD", "price": "$84.99", "quantity": ""},
{"title": "Golf Swing Trainer, Golf Training Aid, Golf Wrist Training Aid, Golf Swing Training Aid, Golf Training Aids, Golf Swing Trainers, Essential Swing Posture Corrector for Beginners", "asin": "B0DPFF4JJP", "price": "$36.67", "quantity": ""},
{"title": "Glow in The Dark Balls 6-Pack LED Light Up Golf Balls Set - Fun Night Golf Gift for Men, and Women with 6 Vibrant Colors", "asin": "B0DCB6YXX4", "price": "$21.60", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""}],
"ads": [{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B81VG8RH"},
{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B1TY5WYQ"}],
"search_results": [{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Golf Practice Balls Realistic Feel and Limited Flight Use Indoors or Outdoors", "asin": "B07Q213Y4Q", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Joyberg Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Training Golf Balls for Swing Practice", "asin": "B0B76Z3NK5", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "40 Pack Foam Golf Practice Balls - Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor", "asin": "B087JKLZC1", "price": "$14.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Wear-Resistant Practice Golf Balls (20 Pack),High Visibility for Easy Tracking, Limited-Flight, Golf Wiffle Balls Design, Indoor & Outdoor", "asin": "B0D2VWTV12", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls, Plastic Golf Training Balls 41mm Hollow Airflow Golf Balls for Driving Range, Swing Practice, Indoor Outdoor Use, White", "asin": "B07HF71MBC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Net with Practice Mat,Golf Hitting Aid Nets 10x7FT for Backyard Driving Chipping Training Swing with Target Mat Balls for Outdoor Indoor\uff0cGifts for Men Dad Him and Golfer", "asin": "B0DFYFM5G8", "price": "$62.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Pop Up Golf Chipping Net & Mat, Target Practice Set - 8 Balls, 4 Tees, Collapsible for Indoor/Outdoor Swing Training", "asin": "B0B7HN5MQW", "price": "$21.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Golf Chipping Net Set,Pop Up Golf Net with Durable Rubber Training Mat,10 Golf Tees,6 Practice Balls,6 Foam Balls and Carry Bag for Indoor & Outdoor Game", "asin": "B0CTSTCRXN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Pop-Up Golf Chipping Net - Ultimate Target Training Chip Aids for Precision & Distance, Outdoor | Indoor Practice, Golfer Gift", "asin": "B0CYSLYTLG", "price": "$43.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway HX Soft Flight - Foam Practice Golf Balls", "asin": "B0026ADYCS", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "CHAMPKEY Practice Foam Golf Balls - 16 or 32 Pack | Limited Flight, True Spin and Feel Training Balls", "asin": "B08JZ6XYD6", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "THIODOON Practice Golf Balls Limited Flight Golf Balls 40mm Hollow Plastic Golf Training Balls Colored Airflow Golf Balls for Swing Practice Driving Range Home Use Indoor", "asin": "B08BLQZ8VY", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Aid Assist Posture Correction Training Golf Smart Inflatable Ball", "asin": "B07QY3NSLK", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Personalized Certified Refinished Pro V1 Mint Golf Balls (1 Dozen)- Custom Golf Balls", "asin": "B07WCBVW24", "price": "$34.95", "delivery": "$9 delivery Tue, Apr 15"},
{"title": "VIVITORY Golf Mat, 5x4ft Thickening Golf Hitting Mat, Outdoor & Indoor Golf Practice with 10 Golf Balls, 7 Golf Tees, Artificial Golf Turf Mat Practice Swing Mats for Backyard Garage Basement", "asin": "B0DMSSLJQ4", "price": "$99.49", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "SKLZ Limited-Flight Practice Impact Golf Balls, 12 Pack,Yellow", "asin": "B015N2NX6W", "price": "$15.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Practice Golf Balls, 25 Pack Plastic Airflow Hollow Golf Balls for Driving Range, Swing Training, Lightweight, Training Golf Balls Indoor/Outdoor Use", "asin": "B08BXT7ZGJ", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "90 Pack Colorful Plastic Practice Golf Balls Airflow Hollow Training Golf Balls with Nylon Mesh Golf Ball Bags for Driving Range, Swing Practice, Outdoor or Home Use", "asin": "B08ZCNVYTK", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Foam Golf Practice Balls, 24 Pack or 32 Pack, Realistic Feel and Limited Flight, Soft for Indoor or Outdoor Training", "asin": "B09PQRCPYW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 16 or 54 Pack Soft Limited Flight Golf Balls, Perfect for Indoor and Backyard Swing Practice!\u2026", "asin": "B0CR7Q8F74", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Flight Practice Golf Balls - Choose White or Yellow - Pack of 24 Limited Flight Training Balls", "asin": "B083FK2Y6Q", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Shag/Practice/Hit Away/Range Used Golf Ball Mix in Mesh Bag - Golf Ball Planet", "asin": "B09F5VV8DW", "price": "$54.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Plastic Golf Balls Practice Limited Flight Golf Training Ball Hollow Swing Practice Indoor Golf Balls with Mesh Drawstring Bag for Backyard Driving Range or Outdoor", "asin": "B0B2159MB8", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "105 Pack Practice Golf Balls, Colored 40mm Hollow Plastic Golf Sports Training Ball for Swing Practice, Driving Range, Home Use", "asin": "B08BF96G78", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Jef World of Golf Foam Practice Balls (42 Multi-Colored Balls)", "asin": "B002ALIP2W", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Golf Practice Ball, Hollow Golf Plastic Ball for Indoor Training -Pack of 50pcs(White & Multicolor)", "asin": "B078PCD61N", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "F4 Pure Contact Limited Flight Practice Golf Balls \u2013 12 Pack", "asin": "B0851T8X5N", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "KOFULL 50/Pack Plastic Golf Balls, Practice Golf Balls, 42mm Colored Hollow Golf Practice Balls, Practice Golf Balls for Backyard, Swing Practice | Cat Balls", "asin": "B078PC1NMN", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B00CZD1JYQ", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Rubber Golf Practice Ball, 12 Pack or 24 Pack, Realistic Feel and Lasting Limited Flight Training Balls for Indoor or Outdoor", "asin": "B0CL2FMSJP", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway Golf Supersoft Golf Balls", "asin": "B0BMGYT38K", "price": "$24.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Golf Ball Planet 72 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B08LQZ15FT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 12 Pack or 24 Pack, Realistic Feel and Limited Flight Golf Balls for Indoor or Outdoor", "asin": "B0CFLCZ8MW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Recycled Hit-Away Used Golf Balls - Cheap Bulk Golfballs Perfect for Practice & Range Hitting - Mix Comes in a Mesh Ball Carrying Bag", "asin": "B09JL6S4MJ", "price": "$31.99", "delivery": "FREE delivery Apr 12 - 16 for Prime members"},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CHZFBH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Sysnadura Airflow Hollow Practice Golf Balls - 50 Pieces White Plastic Sports Ball 1 5/8'' diameter with Mesh Storage Bag", "asin": "B08Z7SHVC8", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Yilloog 120 Pack Foam Golf Practice Balls Bulk, Soft Foam Balls for Golf Practice, Realistic Feel and Limited Flight Training for Indoor or Outdoor Party", "asin": "B0BN7ZG3VL", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "50 Packs Foam Golf Practice Balls - Realistic Feel and Long Lasting Limited Flight - Soft for Indoor or Outdoor Training, Multipurpose Nylon Drawstring Sack and 10 PCS Golf Tees", "asin": "B0967W7FWG", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "100 Hit-Away Used Golf Balls Bulk - Recycled Golf Balls for Men - Practice & Range Golf Balls - Mix in Mesh Shag Bag", "asin": "B09CQFLGM6", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Medsuo 20pcs Sponge Practice Golf Balls Golf Training Balls Garden Soft Foam Elastic Golf Balls for Indoor/Outdoor Golf Practice - Red and Blue", "asin": "B0BZ85DMZ7", "price": "$9.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Foam Golf Practice Balls 20 Pack,Realistic Feel and Limited Flight Practice Golf Balls for Backyard,Soft Training Golf Balls for Indoor or Outdoor", "asin": "B0DFYCGTXM", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Ball Planet 50 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B0C3MX5FD8", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "All Purpose Golf Balls for Play or Practice - Choose 16 or 32 Packs with Tote Bag", "asin": "B07YVXFGKN", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Limited Flight Practice Foam Golf Balls \u2013 Realistic Spin, Trajectory, & Accuracy Training", "asin": "B000MB6NDA", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Plastic Golf Balls, 24/100 Pack Hollow Plastic Golf Balls Indoor Outdoor Training, Golf Party Decorations", "asin": "B0DB5J8VC2", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Limited Flight Training Golf Balls for Swing Practice Indoor Outdoor Driving Range", "asin": "B0DB5FSJNT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls Airflow Hollow Plastic Golf Balls Practice Trainingor Driving Range, Swing Practice, Home Pool Balls", "asin": "B0C3H81QR3", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Colored Practice Golf Balls Plastic 12 Pack,42mm Limited Flight Golf Balls Airflow Hollow Golf Training Balls for Backyard Swing Practice", "asin": "B0DL28DJ5X", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "24 Pack Foam Practice Golf Balls, Soft Golf Balls for Golf Party Decorations, Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor(6 Colors)", "asin": "B0DGY3BPTT", "price": "$5.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Adwikoso Plastic Golf Training Balls 42 mm Golf Balls for Indoor Putting Green Backyard Outdoor Practice Equipment with 2 Golf Ball Tees", "asin": "B07RDPDD3Z", "price": "$13.77", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
<|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": "2025-04-06T23:28:18.255Z", // 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": "2025-04-06T23:27:40.725Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:42.024Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:43.645Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:44.545Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:54.869Z", "action": "input", "action_argument": "golf"}
{"timestamp": "2025-04-06T23:27:55.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:01.249Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T23:28:06.445Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:06.616Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:08.635Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:12.714Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:17.885Z", "action": "click", "action_argument": "search"}
<|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": "golf practice balls"}],
"promotion_items": [{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CFMM5J", "price": "$27.99", "quantity": ""},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "quantity": ""},
{"title": "Golf Ball Planet 50 Pack Used Golf Balls for Taylormade", "asin": "B09QRNYYS2", "price": "$64.99", "quantity": ""},
{"title": "GoSports Pure Putt Golf 9 ft Putting Green Ramp - Black or Brown - Premium Wood Training Aid for Home & Office Putting Practice - Includes 4 Golf Balls", "asin": "B08Z8LM2JM", "price": "$98.03", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Golf Swing Trainer w/Molded Golf Grip Trainer | Your go to Golf Swing Training Aids to Enhance Skill,Strength & Correct Swing Path | Click Stick Golf Trainer in Balance & Distance | Golf Training Aid", "asin": "B0CK6G6T2K", "price": "$45.99", "quantity": ""},
{"title": "Titleist Pro V1X Personalized Golf Balls |Add Logo, Image or Text (Set of 12)", "asin": "B0BNJZD6MD", "price": "$84.99", "quantity": ""},
{"title": "Golf Swing Trainer, Golf Training Aid, Golf Wrist Training Aid, Golf Swing Training Aid, Golf Training Aids, Golf Swing Trainers, Essential Swing Posture Corrector for Beginners", "asin": "B0DPFF4JJP", "price": "$36.67", "quantity": ""},
{"title": "Glow in The Dark Balls 6-Pack LED Light Up Golf Balls Set - Fun Night Golf Gift for Men, and Women with 6 Vibrant Colors", "asin": "B0DCB6YXX4", "price": "$21.60", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""}],
"ads": [{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B81VG8RH"},
{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B1TY5WYQ"}],
"search_results": [{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Golf Practice Balls Realistic Feel and Limited Flight Use Indoors or Outdoors", "asin": "B07Q213Y4Q", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Joyberg Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Training Golf Balls for Swing Practice", "asin": "B0B76Z3NK5", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "40 Pack Foam Golf Practice Balls - Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor", "asin": "B087JKLZC1", "price": "$14.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Wear-Resistant Practice Golf Balls (20 Pack),High Visibility for Easy Tracking, Limited-Flight, Golf Wiffle Balls Design, Indoor & Outdoor", "asin": "B0D2VWTV12", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls, Plastic Golf Training Balls 41mm Hollow Airflow Golf Balls for Driving Range, Swing Practice, Indoor Outdoor Use, White", "asin": "B07HF71MBC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Net with Practice Mat,Golf Hitting Aid Nets 10x7FT for Backyard Driving Chipping Training Swing with Target Mat Balls for Outdoor Indoor\uff0cGifts for Men Dad Him and Golfer", "asin": "B0DFYFM5G8", "price": "$62.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Pop Up Golf Chipping Net & Mat, Target Practice Set - 8 Balls, 4 Tees, Collapsible for Indoor/Outdoor Swing Training", "asin": "B0B7HN5MQW", "price": "$21.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Golf Chipping Net Set,Pop Up Golf Net with Durable Rubber Training Mat,10 Golf Tees,6 Practice Balls,6 Foam Balls and Carry Bag for Indoor & Outdoor Game", "asin": "B0CTSTCRXN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Pop-Up Golf Chipping Net - Ultimate Target Training Chip Aids for Precision & Distance, Outdoor | Indoor Practice, Golfer Gift", "asin": "B0CYSLYTLG", "price": "$43.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway HX Soft Flight - Foam Practice Golf Balls", "asin": "B0026ADYCS", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "CHAMPKEY Practice Foam Golf Balls - 16 or 32 Pack | Limited Flight, True Spin and Feel Training Balls", "asin": "B08JZ6XYD6", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "THIODOON Practice Golf Balls Limited Flight Golf Balls 40mm Hollow Plastic Golf Training Balls Colored Airflow Golf Balls for Swing Practice Driving Range Home Use Indoor", "asin": "B08BLQZ8VY", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Aid Assist Posture Correction Training Golf Smart Inflatable Ball", "asin": "B07QY3NSLK", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Personalized Certified Refinished Pro V1 Mint Golf Balls (1 Dozen)- Custom Golf Balls", "asin": "B07WCBVW24", "price": "$34.95", "delivery": "$9 delivery Tue, Apr 15"},
{"title": "VIVITORY Golf Mat, 5x4ft Thickening Golf Hitting Mat, Outdoor & Indoor Golf Practice with 10 Golf Balls, 7 Golf Tees, Artificial Golf Turf Mat Practice Swing Mats for Backyard Garage Basement", "asin": "B0DMSSLJQ4", "price": "$99.49", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "SKLZ Limited-Flight Practice Impact Golf Balls, 12 Pack,Yellow", "asin": "B015N2NX6W", "price": "$15.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Practice Golf Balls, 25 Pack Plastic Airflow Hollow Golf Balls for Driving Range, Swing Training, Lightweight, Training Golf Balls Indoor/Outdoor Use", "asin": "B08BXT7ZGJ", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "90 Pack Colorful Plastic Practice Golf Balls Airflow Hollow Training Golf Balls with Nylon Mesh Golf Ball Bags for Driving Range, Swing Practice, Outdoor or Home Use", "asin": "B08ZCNVYTK", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Foam Golf Practice Balls, 24 Pack or 32 Pack, Realistic Feel and Limited Flight, Soft for Indoor or Outdoor Training", "asin": "B09PQRCPYW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 16 or 54 Pack Soft Limited Flight Golf Balls, Perfect for Indoor and Backyard Swing Practice!\u2026", "asin": "B0CR7Q8F74", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Flight Practice Golf Balls - Choose White or Yellow - Pack of 24 Limited Flight Training Balls", "asin": "B083FK2Y6Q", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Shag/Practice/Hit Away/Range Used Golf Ball Mix in Mesh Bag - Golf Ball Planet", "asin": "B09F5VV8DW", "price": "$54.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Plastic Golf Balls Practice Limited Flight Golf Training Ball Hollow Swing Practice Indoor Golf Balls with Mesh Drawstring Bag for Backyard Driving Range or Outdoor", "asin": "B0B2159MB8", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "105 Pack Practice Golf Balls, Colored 40mm Hollow Plastic Golf Sports Training Ball for Swing Practice, Driving Range, Home Use", "asin": "B08BF96G78", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Jef World of Golf Foam Practice Balls (42 Multi-Colored Balls)", "asin": "B002ALIP2W", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Golf Practice Ball, Hollow Golf Plastic Ball for Indoor Training -Pack of 50pcs(White & Multicolor)", "asin": "B078PCD61N", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "F4 Pure Contact Limited Flight Practice Golf Balls \u2013 12 Pack", "asin": "B0851T8X5N", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "KOFULL 50/Pack Plastic Golf Balls, Practice Golf Balls, 42mm Colored Hollow Golf Practice Balls, Practice Golf Balls for Backyard, Swing Practice | Cat Balls", "asin": "B078PC1NMN", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B00CZD1JYQ", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Rubber Golf Practice Ball, 12 Pack or 24 Pack, Realistic Feel and Lasting Limited Flight Training Balls for Indoor or Outdoor", "asin": "B0CL2FMSJP", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway Golf Supersoft Golf Balls", "asin": "B0BMGYT38K", "price": "$24.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Golf Ball Planet 72 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B08LQZ15FT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 12 Pack or 24 Pack, Realistic Feel and Limited Flight Golf Balls for Indoor or Outdoor", "asin": "B0CFLCZ8MW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Recycled Hit-Away Used Golf Balls - Cheap Bulk Golfballs Perfect for Practice & Range Hitting - Mix Comes in a Mesh Ball Carrying Bag", "asin": "B09JL6S4MJ", "price": "$31.99", "delivery": "FREE delivery Apr 12 - 16 for Prime members"},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CHZFBH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Sysnadura Airflow Hollow Practice Golf Balls - 50 Pieces White Plastic Sports Ball 1 5/8'' diameter with Mesh Storage Bag", "asin": "B08Z7SHVC8", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Yilloog 120 Pack Foam Golf Practice Balls Bulk, Soft Foam Balls for Golf Practice, Realistic Feel and Limited Flight Training for Indoor or Outdoor Party", "asin": "B0BN7ZG3VL", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "50 Packs Foam Golf Practice Balls - Realistic Feel and Long Lasting Limited Flight - Soft for Indoor or Outdoor Training, Multipurpose Nylon Drawstring Sack and 10 PCS Golf Tees", "asin": "B0967W7FWG", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "100 Hit-Away Used Golf Balls Bulk - Recycled Golf Balls for Men - Practice & Range Golf Balls - Mix in Mesh Shag Bag", "asin": "B09CQFLGM6", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Medsuo 20pcs Sponge Practice Golf Balls Golf Training Balls Garden Soft Foam Elastic Golf Balls for Indoor/Outdoor Golf Practice - Red and Blue", "asin": "B0BZ85DMZ7", "price": "$9.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Foam Golf Practice Balls 20 Pack,Realistic Feel and Limited Flight Practice Golf Balls for Backyard,Soft Training Golf Balls for Indoor or Outdoor", "asin": "B0DFYCGTXM", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Ball Planet 50 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B0C3MX5FD8", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "All Purpose Golf Balls for Play or Practice - Choose 16 or 32 Packs with Tote Bag", "asin": "B07YVXFGKN", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Limited Flight Practice Foam Golf Balls \u2013 Realistic Spin, Trajectory, & Accuracy Training", "asin": "B000MB6NDA", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Plastic Golf Balls, 24/100 Pack Hollow Plastic Golf Balls Indoor Outdoor Training, Golf Party Decorations", "asin": "B0DB5J8VC2", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Limited Flight Training Golf Balls for Swing Practice Indoor Outdoor Driving Range", "asin": "B0DB5FSJNT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls Airflow Hollow Plastic Golf Balls Practice Trainingor Driving Range, Swing Practice, Home Pool Balls", "asin": "B0C3H81QR3", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Colored Practice Golf Balls Plastic 12 Pack,42mm Limited Flight Golf Balls Airflow Hollow Golf Training Balls for Backyard Swing Practice", "asin": "B0DL28DJ5X", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "24 Pack Foam Practice Golf Balls, Soft Golf Balls for Golf Party Decorations, Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor(6 Colors)", "asin": "B0DGY3BPTT", "price": "$5.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Adwikoso Plastic Golf Training Balls 42 mm Golf Balls for Indoor Putting Green Backyard Outdoor Practice Equipment with 2 Golf Ball Tees", "asin": "B07RDPDD3Z", "price": "$13.77", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
<|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": "2025-04-06T23:28:18.255Z", // 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": "2025-04-06T23:27:40.725Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:42.024Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:43.645Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:44.545Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-06T23:27:54.869Z", "action": "input", "action_argument": "golf"}
{"timestamp": "2025-04-06T23:27:55.171Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:01.249Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-06T23:28:06.445Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:06.616Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:08.635Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:12.714Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-06T23:28:17.885Z", "action": "click", "action_argument": "search"}
<|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": "golf practice balls"}],
"promotion_items": [{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "", "asin": "", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CFMM5J", "price": "$27.99", "quantity": ""},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "quantity": ""},
{"title": "Golf Ball Planet 50 Pack Used Golf Balls for Taylormade", "asin": "B09QRNYYS2", "price": "$64.99", "quantity": ""},
{"title": "GoSports Pure Putt Golf 9 ft Putting Green Ramp - Black or Brown - Premium Wood Training Aid for Home & Office Putting Practice - Includes 4 Golf Balls", "asin": "B08Z8LM2JM", "price": "$98.03", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "quantity": ""},
{"title": "Golf Swing Trainer w/Molded Golf Grip Trainer | Your go to Golf Swing Training Aids to Enhance Skill,Strength & Correct Swing Path | Click Stick Golf Trainer in Balance & Distance | Golf Training Aid", "asin": "B0CK6G6T2K", "price": "$45.99", "quantity": ""},
{"title": "Titleist Pro V1X Personalized Golf Balls |Add Logo, Image or Text (Set of 12)", "asin": "B0BNJZD6MD", "price": "$84.99", "quantity": ""},
{"title": "Golf Swing Trainer, Golf Training Aid, Golf Wrist Training Aid, Golf Swing Training Aid, Golf Training Aids, Golf Swing Trainers, Essential Swing Posture Corrector for Beginners", "asin": "B0DPFF4JJP", "price": "$36.67", "quantity": ""},
{"title": "Glow in The Dark Balls 6-Pack LED Light Up Golf Balls Set - Fun Night Golf Gift for Men, and Women with 6 Vibrant Colors", "asin": "B0DCB6YXX4", "price": "$21.60", "quantity": ""},
{"title": "Golf Swing Trainer MAX Speed Heoseok Pro Training Aid Equipment Indoor Practice Accessories Men Women", "asin": "B0CRGHYLGV", "price": "$80.00", "quantity": ""}],
"ads": [{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B81VG8RH"},
{"title": "Avesfer 12/20/40 Pack Plastic Golf Balls Soft [Anti-Crack] 42mm Training Golf Balls for Swing Practice Golf Balls for Backyard Limited Flight Airflow Hollow at Home Use Indoor Green", "asin": "B0B1TY5WYQ"}],
"search_results": [{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Ball, Golf Trainer Ball, Golf Training Aid, Golf Swing Trainer, Golf Grip Trainer, Golf Swing Training Aid, Golf Training Aids, Golf Swing Posture Corrector", "asin": "B0DFPLK87J", "price": "$36.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Golf Practice Balls Realistic Feel and Limited Flight Use Indoors or Outdoors", "asin": "B07Q213Y4Q", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Joyberg Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Training Golf Balls for Swing Practice", "asin": "B0B76Z3NK5", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "40 Pack Foam Golf Practice Balls - Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor", "asin": "B087JKLZC1", "price": "$14.79", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Wear-Resistant Practice Golf Balls (20 Pack),High Visibility for Easy Tracking, Limited-Flight, Golf Wiffle Balls Design, Indoor & Outdoor", "asin": "B0D2VWTV12", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Foam Golf Practice Balls for Indoors or Outdoors", "asin": "B0CX8TVGDT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls, Plastic Golf Training Balls 41mm Hollow Airflow Golf Balls for Driving Range, Swing Practice, Indoor Outdoor Use, White", "asin": "B07HF71MBC", "price": "$21.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Net with Practice Mat,Golf Hitting Aid Nets 10x7FT for Backyard Driving Chipping Training Swing with Target Mat Balls for Outdoor Indoor\uff0cGifts for Men Dad Him and Golfer", "asin": "B0DFYFM5G8", "price": "$62.99", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM"},
{"title": "Pop Up Golf Chipping Net & Mat, Target Practice Set - 8 Balls, 4 Tees, Collapsible for Indoor/Outdoor Swing Training", "asin": "B0B7HN5MQW", "price": "$21.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Golf Chipping Net Set,Pop Up Golf Net with Durable Rubber Training Mat,10 Golf Tees,6 Practice Balls,6 Foam Balls and Carry Bag for Indoor & Outdoor Game", "asin": "B0CTSTCRXN", "price": "$39.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Pop-Up Golf Chipping Net - Ultimate Target Training Chip Aids for Precision & Distance, Outdoor | Indoor Practice, Golfer Gift", "asin": "B0CYSLYTLG", "price": "$43.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Guirnd 20 Pack Practice Golf Balls, 41mm Foam Golf Balls, Realistic Feel and Long Lasting Limited Fligh Practice Golf Balls for Backyard, Soft Golf Balls for Indoor or Outdoor", "asin": "B0C9DDFWN9", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway HX Soft Flight - Foam Practice Golf Balls", "asin": "B0026ADYCS", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "CHAMPKEY Practice Foam Golf Balls - 16 or 32 Pack | Limited Flight, True Spin and Feel Training Balls", "asin": "B08JZ6XYD6", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "THIODOON Practice Golf Balls Limited Flight Golf Balls 40mm Hollow Plastic Golf Training Balls Colored Airflow Golf Balls for Swing Practice Driving Range Home Use Indoor", "asin": "B08BLQZ8VY", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Swing Trainer Aid Assist Posture Correction Training Golf Smart Inflatable Ball", "asin": "B07QY3NSLK", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Personalized Certified Refinished Pro V1 Mint Golf Balls (1 Dozen)- Custom Golf Balls", "asin": "B07WCBVW24", "price": "$34.95", "delivery": "$9 delivery Tue, Apr 15"},
{"title": "VIVITORY Golf Mat, 5x4ft Thickening Golf Hitting Mat, Outdoor & Indoor Golf Practice with 10 Golf Balls, 7 Golf Tees, Artificial Golf Turf Mat Practice Swing Mats for Backyard Garage Basement", "asin": "B0DMSSLJQ4", "price": "$99.49", "delivery": "FREE delivery Sat, Apr 12 for Prime members"},
{"title": "SKLZ Limited-Flight Practice Impact Golf Balls, 12 Pack,Yellow", "asin": "B015N2NX6W", "price": "$15.25", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Practice Golf Balls, 25 Pack Plastic Airflow Hollow Golf Balls for Driving Range, Swing Training, Lightweight, Training Golf Balls Indoor/Outdoor Use", "asin": "B08BXT7ZGJ", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "BirdieBall Practice Golf Balls, Full Swing Limited Flight Golf Practice Balls, Perfect Training Aid for All Golfers (pack of 12)", "asin": "B001603N66", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "90 Pack Colorful Plastic Practice Golf Balls Airflow Hollow Training Golf Balls with Nylon Mesh Golf Ball Bags for Driving Range, Swing Practice, Outdoor or Home Use", "asin": "B08ZCNVYTK", "price": "$16.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "JAYA Foam Golf Practice Balls, 24 Pack or 32 Pack, Realistic Feel and Limited Flight, Soft for Indoor or Outdoor Training", "asin": "B09PQRCPYW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 16 or 54 Pack Soft Limited Flight Golf Balls, Perfect for Indoor and Backyard Swing Practice!\u2026", "asin": "B0CR7Q8F74", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "GoSports Foam Flight Practice Golf Balls - Choose White or Yellow - Pack of 24 Limited Flight Training Balls", "asin": "B083FK2Y6Q", "price": "$17.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Shag/Practice/Hit Away/Range Used Golf Ball Mix in Mesh Bag - Golf Ball Planet", "asin": "B09F5VV8DW", "price": "$54.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Plastic Golf Balls Practice Limited Flight Golf Training Ball Hollow Swing Practice Indoor Golf Balls with Mesh Drawstring Bag for Backyard Driving Range or Outdoor", "asin": "B0B2159MB8", "price": "$14.89", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "105 Pack Practice Golf Balls, Colored 40mm Hollow Plastic Golf Sports Training Ball for Swing Practice, Driving Range, Home Use", "asin": "B08BF96G78", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Jef World of Golf Foam Practice Balls (42 Multi-Colored Balls)", "asin": "B002ALIP2W", "price": "$19.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Golf Practice Ball, Hollow Golf Plastic Ball for Indoor Training -Pack of 50pcs(White & Multicolor)", "asin": "B078PCD61N", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "F4 Pure Contact Limited Flight Practice Golf Balls \u2013 12 Pack", "asin": "B0851T8X5N", "price": "$14.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "KOFULL 50/Pack Plastic Golf Balls, Practice Golf Balls, 42mm Colored Hollow Golf Practice Balls, Practice Golf Balls for Backyard, Swing Practice | Cat Balls", "asin": "B078PC1NMN", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B00CZD1JYQ", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Rubber Golf Practice Ball, 12 Pack or 24 Pack, Realistic Feel and Lasting Limited Flight Training Balls for Indoor or Outdoor", "asin": "B0CL2FMSJP", "price": "$4.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "JAYA Practice Golf Balls, 32 Pack Limited Flight Golf Balls, 42mm Hollow Golf Training Balls, Plastic Airflow Golf Practice Balls for Indoor Outdoor", "asin": "B0BKSQ5FQB", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Callaway Golf Supersoft Golf Balls", "asin": "B0BMGYT38K", "price": "$24.97", "delivery": " Same-Day FREE delivery Today 5 PM - 10 PM on $25 of qualifying items"},
{"title": "Golf Ball Planet 72 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B08LQZ15FT", "price": "$41.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Foam Golf Practice Balls 12 Pack or 24 Pack, Realistic Feel and Limited Flight Golf Balls for Indoor or Outdoor", "asin": "B0CFLCZ8MW", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Recycled Hit-Away Used Golf Balls - Cheap Bulk Golfballs Perfect for Practice & Range Hitting - Mix Comes in a Mesh Ball Carrying Bag", "asin": "B09JL6S4MJ", "price": "$31.99", "delivery": "FREE delivery Apr 12 - 16 for Prime members"},
{"title": "Junkin 80 Pcs Foam Golf Balls Rubber Practice Balls Realistic Feel and Flight Sport Training for Indoor or Outdoor Backyard Golf Training", "asin": "B0C2CHZFBH", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Sysnadura Airflow Hollow Practice Golf Balls - 50 Pieces White Plastic Sports Ball 1 5/8'' diameter with Mesh Storage Bag", "asin": "B08Z7SHVC8", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Yilloog 120 Pack Foam Golf Practice Balls Bulk, Soft Foam Balls for Golf Practice, Realistic Feel and Limited Flight Training for Indoor or Outdoor Party", "asin": "B0BN7ZG3VL", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "50 Packs Foam Golf Practice Balls - Realistic Feel and Long Lasting Limited Flight - Soft for Indoor or Outdoor Training, Multipurpose Nylon Drawstring Sack and 10 PCS Golf Tees", "asin": "B0967W7FWG", "price": "$18.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "100 Hit-Away Used Golf Balls Bulk - Recycled Golf Balls for Men - Practice & Range Golf Balls - Mix in Mesh Shag Bag", "asin": "B09CQFLGM6", "price": "$47.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Medsuo 20pcs Sponge Practice Golf Balls Golf Training Balls Garden Soft Foam Elastic Golf Balls for Indoor/Outdoor Golf Practice - Red and Blue", "asin": "B0BZ85DMZ7", "price": "$9.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Best Practice Golf Balls on The Planet. Perfect for Golf Training. Solid Contact for Great Feedback. Limited Flight for Backyard use. Safe for Indoors. by AlmostGolf (10 Pack Yellow)", "asin": "B074JL25QB", "price": "$24.99", "delivery": "FREE delivery Fri, Apr 11 for Prime members"},
{"title": "Foam Golf Practice Balls 20 Pack,Realistic Feel and Limited Flight Practice Golf Balls for Backyard,Soft Training Golf Balls for Indoor or Outdoor", "asin": "B0DFYCGTXM", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "Golf Ball Planet 50 Ball Mesh Bag Hit Away Practice Used Golf Balls", "asin": "B0C3MX5FD8", "price": "$31.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "All Purpose Golf Balls for Play or Practice - Choose 16 or 32 Packs with Tote Bag", "asin": "B07YVXFGKN", "price": "$34.95", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Limited Flight Practice Foam Golf Balls \u2013 Realistic Spin, Trajectory, & Accuracy Training", "asin": "B000MB6NDA", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Plastic Golf Balls, 24/100 Pack Hollow Plastic Golf Balls Indoor Outdoor Training, Golf Party Decorations", "asin": "B0DB5J8VC2", "price": "$7.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "KOFULL Practice Golf Balls 24 Pack, 42mm Plastic Golf Balls, Practice Golf Balls for Backyard, Limited Flight Training Golf Balls for Swing Practice Indoor Outdoor Driving Range", "asin": "B0DB5FSJNT", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "100 Pack Practice Golf Balls Airflow Hollow Plastic Golf Balls Practice Trainingor Driving Range, Swing Practice, Home Pool Balls", "asin": "B0C3H81QR3", "price": "$19.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Colored Practice Golf Balls Plastic 12 Pack,42mm Limited Flight Golf Balls Airflow Hollow Golf Training Balls for Backyard Swing Practice", "asin": "B0DL28DJ5X", "price": "$5.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 7"},
{"title": "24 Pack Foam Practice Golf Balls, Soft Golf Balls for Golf Party Decorations, Realistic Feel and Limited Flight Training Balls for Indoor or Outdoor(6 Colors)", "asin": "B0DGY3BPTT", "price": "$5.99", "delivery": " Two-Day FREE delivery Tue, Apr 8"},
{"title": "Adwikoso Plastic Golf Training Balls 42 mm Golf Balls for Indoor Putting Green Backyard Outdoor Practice Equipment with 2 Golf Ball Tees", "asin": "B07RDPDD3Z", "price": "$13.77", "delivery": " Two-Day FREE delivery Tue, Apr 8"}]
<|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": "2025-04-06T23:28:18.255Z", // 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>
