<|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": "2025-04-11T21:01:02.393Z", "action": "input", "action_argument": "wireless haedphones"}
{"timestamp": "2025-04-11T21:01:02.879Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:02:21.341Z", "action": "click_product", "action_argument": "B08WM3LMJF"}
{"timestamp": "2025-04-11T21:03:50.357Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-11T21:04:52.350Z", "action": "input", "action_argument": "cricket bat"}
{"timestamp": "2025-04-11T21:04:52.675Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:06:34.686Z", "action": "click_product", "action_argument": "B0BCQPRY9D"}
{"timestamp": "2025-04-11T21:07:00.953Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:02.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:04.645Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:15.165Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:18.438Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:23.998Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:51.093Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:07:51.397Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:07.861Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:38.396Z", "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": "hair curlers set with 24 rollers shynek"}],
"cart_items": [{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\n1 Count (Pack of 56)", "asin": "B0DHCBWBT6", "price": "$11.99", "quantity": ""},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "quantity": ""},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\n1 Count (Pack of 18)", "asin": "B09QRZYXMN", "price": "$9.99", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "", "asin": "B0C9CCWRCG", "price": "", "quantity": ""},
{"title": "", "asin": "B0CM3K4W57", "price": "", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\n8 Count (Pack of 1)", "asin": "B07W6RLZD4", "price": "$13.97", "quantity": ""},
{"title": "Selizo Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume\n1 Count (Pack of 28)", "asin": "B0C9CCWRCG", "price": "$7.99", "quantity": ""},
{"title": "Curler Clips for Hot Rollers and Curlers (\u00be\", 1\", 1\u00bc\") - Replacement Fit for Curler Clips\n1 Count (Pack of 20)", "asin": "B08N53DM9C", "price": "$7.99", "quantity": ""},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\n1 Count (Pack of 1)", "asin": "B0DPHGY7CV", "price": "$8.88", "quantity": ""},
{"title": "4 Sizes Self Grip Hair Rollers Set, 16 Pink Hair Rollers for Women with 17 Hair Clips Hair Pad Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DP4KBSWJ", "price": "$8.49", "quantity": ""}],
"ads": [{"title": "shynek Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM"}],
"search_results": [{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM", "price": "$12.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers and Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Long, Short, Thick, Fine Hair Styling", "asin": "B0C27TWCQ5", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 49 Pcs Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF759YYN", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers 16 Pcs Set with 8Pcs Hair Rollers 2 Sizes (4 Jumbo & 4 Large) and 8 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BK19MQ7V", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "B0D78VM364", "price": "$36.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Instant Heating Curling Iron for Long Hair, 1.5 Inch Hair Curling Wands with Infrared Hair Care, 10S Fast Heating, 110V-240V Dual Voltage Hair Curler with Temperature Control", "asin": "B0DJP99TN2", "price": "$59.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Hair Clippers for Men, Cordless Clipper and Trimmer Set, Clippers for Hair Cutting Kit with LCD Display, Long Battery Life, T-Blade Beard Trimmer for Beard Styling, Gifts for Men", "asin": "B0DL5DJ9BW", "price": "$29.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Women's Hair Serum, Supports Visibly Thicker and Stronger Hair, Vegan, Lightweight and Fast-Absorbing", "asin": "B094SM4H3L", "price": "$69.00", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "5 in 1 Curling Iron Set, Hair Curler with Curling Brush and 4 Interchangeable Ceramic Curling Wand(0.5\u201d-1.25\u201d), Fast Heating, Include Suitcase & 2 Clips & Heat Protective Glove", "asin": "B0DQKHBP31", "price": "$49.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Rollers Set for Blowout Look Long Hair, 30Pcs Rollers Hair Curlers in 5 Sizes with 24 Pcs Hair Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0DHCL3CF5", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Pcs Rollers Hair Curlers Self Grip Hair Rollers Set with 24Pcs Hair Rollers in 4 Sizes, 24 Pcs Hair Clips and Cosmetic Bag for Blowout Look Long Medium Thick Hair Volume", "asin": "B0DGGCD3ZF", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set - 50 Pcs Jumbo Curlers for Long, Short Hair and Bangs (25mm, 36mm, 48mm, 60mm) With Clips, Black", "asin": "B0CZKJZLCC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Smart Timer Hair Curler Iron 1.25inch Ceramic Coating Large Barrel Hair Curling Wand with LCD Display and Foldaway Safety Stand Dual Voltage for Travel Medium and Long Hair", "asin": "B0DJ2TJLQ3", "price": "$39.25", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Long Barrel Styler, Curling Iron with Moisture Heat Technology & NanoIonic MX, Versatile Curling Wand with Adjustable Heat Settings, Hair Curler with Extended Barrel", "asin": "B0187T8CEG", "price": "$149.00", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers set,Self Grip Hair Curlers for Long Medium Short Hair,(6 Jumbo + 6 Large + 6 Medium + 6 Small Hair Rollers + 1 Storage Bag) and 24Pcs Hair Clips /4-sizes 60 45 36 25mm", "asin": "B0D4TQS44F", "price": "$9.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Set - 24 Large Rollers with 12 Rollers and 12 Clips for Long, Thick Volume (Blue)", "asin": "B0CHB6NLV2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "72Pcs Hair Rollers Set, 5 Size, Self Grip Hair Curlers for Blowout Look Long Medium Short Hair and Thick, Fine Hair Volume and Bangs, Jumbo Large Small 30 Roller, 40 Hair Clip, Tail Comb, Storage Bag", "asin": "B0D3TF985D", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, Cludoo 36Pcs Jumbo Big Hair Roller Sets with Stainless Steel Duckbill Clip, 2 Size Self Grip Hair Curlers Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B08TW75M1M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Set, 4 Sizes with 12 Clips and Comb - Self Grip Curlers for Long/Short Hair, Thermal Safe Rollers for Salon-Worthy Styling (Pink/Purple)", "asin": "B0DC9X9QVS", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "B0D6W144ZY", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ15C71F", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Set of 24 x 20mm (3/4\u201d) Small Self Grip Hair Rollers Pro Salon Hairdressing Curlers \u2013 For Short Hair", "asin": "B078XN4BFY", "price": "$11.93", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers Set 36Pcs, Hair Roller Sets 4 Sizes (Jumbo, Large, Medium, Small) with Clips and Comb for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BJ1JLTXD", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "B0CP5TX377", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "34 Pcs Self Grip Hair Rollers Set, Black Hair Curlers 4 Sizes(1in, 1.4in, 1.9in, 2.4in) with Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DWK37YCJ", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look, 38 Pcs Self Grip Hair Rollers Set with 4 Sizes, 12 Pcs Hair Clips, Comb and Storage Bag for Hair Volume (Black)", "asin": "B0CSYL75VV", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Chrissy x Kitsch Ceramic Thermal Rollers - Self Grip Hair Rollers for Long, Short & Medium Hair, Volume Curls, Ceramic Coated Core, Easy to Use - Black 8pc", "asin": "B0DNNB3VTH", "price": "$15.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "30Pcs Plastic Hair Curlers Set, Snap on Rollers Self Grip Heatless Rollers Hairdressing Curlers No Heat Curlers for Long Medium Short Thin Fine Hair with Mini Comb (5 Sizes) \ufeff", "asin": "B0CYZH7T2K", "price": "$9.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self-Grip Hair Rollers Set with 3 Sizes (55 Pieces) - 18 Rollers, 36 Clips & Pointed Tail Comb for Long/Medium/Short Hair | Blowout Styling Tools, Overnight Curlers for Sleeping, Heatless Waves", "asin": "B0DHWSYGBL", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, 12Pcs Large Self Grip Hair Rollers with 12Pcs Stainless Steel Duckbill Clips, for Long Medium Thick Hair Volume (Navy Blue)", "asin": "B0BVBJYG93", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "65 PCS Hair Curler Rollers with 5 Sizes Self Grip Roller for Women Roller for Long Medium Short Thick Fine Thin Hair Bangs Volume, Jumbo Curlers Rollers with Storage Bag Teasing Brush", "asin": "B0DP9T1MZS", "price": "$13.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Satin Heatless Hair Curler Styling 5pc Gift Set - Satin Heatless Hair Curler w/ 2 Scrunchies, Ceramic Thermal Roller & Claw Clip, Gifts for Women, Hair Roller Styling & Accessories- Champagne", "asin": "B0BW4ZWYFX", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Rollers Hair Curlers, 38 Pcs Set Self Grip Curlers with Clips, Storage Bag, for Long Short Hair Bangs, Pink", "asin": "B0DKDSSZNX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "B087KKMR39", "price": "$29.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Curlers, 63Pcs Pack-24 Self Grip Rollers for Hair Volume - 66mm, 44mm, 36mm, 25mm, 24 Stainless Steel Clips, 2 Combs, 12 Bands and Bag", "asin": "B0CZ4LX8H7"},
{"title": "30Pcs Plastic Hair Curlers Snap on Rollers, Self Grip No Heat Curlers Set - Plastic Rollers for Short Hair, Curlers for Fine Thin Hair Curling Rods DIY Hair Styling and Salon Use(5 Sizes)", "asin": "B0D21Y39JY", "price": "$11.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Only 17 left in stock - order soon."},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, IKOCO 4 Sizes Self Grip Hair Rollers Set Includes 60mm 48mm 36mm 25mm Curlers for Long Hair Short Bangs with 12Pcs Metal Clips, Clear Toiletry Bag and Rat Tail Comb, Purple", "asin": "B0DC9QNRC3", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set with Clips - 4 Sizes for Long, Short Hair & Bangs (25mm, 36mm, 48mm, 60mm), (Pink, 4 Sizes)", "asin": "B0DQCYVXZL", "price": "$8.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "24 Pcs Snap Hair Roller, Small Plastic Rollers Curlers with Rat Tail Comb for Long Short Hair Styling Tool(0.59 x 2.28 Inch,Pink)", "asin": "B09DPK739Q", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "40pcs Heatless Spiral Hair Rollers with Styling Hooks, 22inch/55cm, No Heat Damage, DIY Kit for Long & Medium Hair", "asin": "B08JYWGHK9", "price": "$23.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "36 Pieces Plastic Hair Roller 5 Sizes Curlers Self Grip No Heat Rollers with 2 Pieces Steel Pintail Combs for Short Long Hair Salon Barber Hairdressing Styling Tools(Bright Colors)", "asin": "B0912WDSNZ", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}]
<|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": "2025-04-11T21:17:57.075Z", // 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": "2025-04-11T21:01:02.393Z", "action": "input", "action_argument": "wireless haedphones"}
{"timestamp": "2025-04-11T21:01:02.879Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:02:21.341Z", "action": "click_product", "action_argument": "B08WM3LMJF"}
{"timestamp": "2025-04-11T21:03:50.357Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-11T21:04:52.350Z", "action": "input", "action_argument": "cricket bat"}
{"timestamp": "2025-04-11T21:04:52.675Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:06:34.686Z", "action": "click_product", "action_argument": "B0BCQPRY9D"}
{"timestamp": "2025-04-11T21:07:00.953Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:02.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:04.645Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:15.165Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:18.438Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:23.998Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:51.093Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:07:51.397Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:07.861Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:38.396Z", "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": "hair curlers set with 24 rollers shynek"}],
"cart_items": [{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\n1 Count (Pack of 56)", "asin": "B0DHCBWBT6", "price": "$11.99", "quantity": ""},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "quantity": ""},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\n1 Count (Pack of 18)", "asin": "B09QRZYXMN", "price": "$9.99", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "", "asin": "B0C9CCWRCG", "price": "", "quantity": ""},
{"title": "", "asin": "B0CM3K4W57", "price": "", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\n8 Count (Pack of 1)", "asin": "B07W6RLZD4", "price": "$13.97", "quantity": ""},
{"title": "Selizo Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume\n1 Count (Pack of 28)", "asin": "B0C9CCWRCG", "price": "$7.99", "quantity": ""},
{"title": "Curler Clips for Hot Rollers and Curlers (\u00be\", 1\", 1\u00bc\") - Replacement Fit for Curler Clips\n1 Count (Pack of 20)", "asin": "B08N53DM9C", "price": "$7.99", "quantity": ""},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\n1 Count (Pack of 1)", "asin": "B0DPHGY7CV", "price": "$8.88", "quantity": ""},
{"title": "4 Sizes Self Grip Hair Rollers Set, 16 Pink Hair Rollers for Women with 17 Hair Clips Hair Pad Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DP4KBSWJ", "price": "$8.49", "quantity": ""}],
"ads": [{"title": "shynek Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM"}],
"search_results": [{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM", "price": "$12.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers and Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Long, Short, Thick, Fine Hair Styling", "asin": "B0C27TWCQ5", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 49 Pcs Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF759YYN", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers 16 Pcs Set with 8Pcs Hair Rollers 2 Sizes (4 Jumbo & 4 Large) and 8 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BK19MQ7V", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "B0D78VM364", "price": "$36.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Instant Heating Curling Iron for Long Hair, 1.5 Inch Hair Curling Wands with Infrared Hair Care, 10S Fast Heating, 110V-240V Dual Voltage Hair Curler with Temperature Control", "asin": "B0DJP99TN2", "price": "$59.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Hair Clippers for Men, Cordless Clipper and Trimmer Set, Clippers for Hair Cutting Kit with LCD Display, Long Battery Life, T-Blade Beard Trimmer for Beard Styling, Gifts for Men", "asin": "B0DL5DJ9BW", "price": "$29.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Women's Hair Serum, Supports Visibly Thicker and Stronger Hair, Vegan, Lightweight and Fast-Absorbing", "asin": "B094SM4H3L", "price": "$69.00", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "5 in 1 Curling Iron Set, Hair Curler with Curling Brush and 4 Interchangeable Ceramic Curling Wand(0.5\u201d-1.25\u201d), Fast Heating, Include Suitcase & 2 Clips & Heat Protective Glove", "asin": "B0DQKHBP31", "price": "$49.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Rollers Set for Blowout Look Long Hair, 30Pcs Rollers Hair Curlers in 5 Sizes with 24 Pcs Hair Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0DHCL3CF5", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Pcs Rollers Hair Curlers Self Grip Hair Rollers Set with 24Pcs Hair Rollers in 4 Sizes, 24 Pcs Hair Clips and Cosmetic Bag for Blowout Look Long Medium Thick Hair Volume", "asin": "B0DGGCD3ZF", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set - 50 Pcs Jumbo Curlers for Long, Short Hair and Bangs (25mm, 36mm, 48mm, 60mm) With Clips, Black", "asin": "B0CZKJZLCC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Smart Timer Hair Curler Iron 1.25inch Ceramic Coating Large Barrel Hair Curling Wand with LCD Display and Foldaway Safety Stand Dual Voltage for Travel Medium and Long Hair", "asin": "B0DJ2TJLQ3", "price": "$39.25", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Long Barrel Styler, Curling Iron with Moisture Heat Technology & NanoIonic MX, Versatile Curling Wand with Adjustable Heat Settings, Hair Curler with Extended Barrel", "asin": "B0187T8CEG", "price": "$149.00", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers set,Self Grip Hair Curlers for Long Medium Short Hair,(6 Jumbo + 6 Large + 6 Medium + 6 Small Hair Rollers + 1 Storage Bag) and 24Pcs Hair Clips /4-sizes 60 45 36 25mm", "asin": "B0D4TQS44F", "price": "$9.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Set - 24 Large Rollers with 12 Rollers and 12 Clips for Long, Thick Volume (Blue)", "asin": "B0CHB6NLV2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "72Pcs Hair Rollers Set, 5 Size, Self Grip Hair Curlers for Blowout Look Long Medium Short Hair and Thick, Fine Hair Volume and Bangs, Jumbo Large Small 30 Roller, 40 Hair Clip, Tail Comb, Storage Bag", "asin": "B0D3TF985D", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, Cludoo 36Pcs Jumbo Big Hair Roller Sets with Stainless Steel Duckbill Clip, 2 Size Self Grip Hair Curlers Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B08TW75M1M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Set, 4 Sizes with 12 Clips and Comb - Self Grip Curlers for Long/Short Hair, Thermal Safe Rollers for Salon-Worthy Styling (Pink/Purple)", "asin": "B0DC9X9QVS", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "B0D6W144ZY", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ15C71F", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Set of 24 x 20mm (3/4\u201d) Small Self Grip Hair Rollers Pro Salon Hairdressing Curlers \u2013 For Short Hair", "asin": "B078XN4BFY", "price": "$11.93", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers Set 36Pcs, Hair Roller Sets 4 Sizes (Jumbo, Large, Medium, Small) with Clips and Comb for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BJ1JLTXD", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "B0CP5TX377", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "34 Pcs Self Grip Hair Rollers Set, Black Hair Curlers 4 Sizes(1in, 1.4in, 1.9in, 2.4in) with Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DWK37YCJ", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look, 38 Pcs Self Grip Hair Rollers Set with 4 Sizes, 12 Pcs Hair Clips, Comb and Storage Bag for Hair Volume (Black)", "asin": "B0CSYL75VV", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Chrissy x Kitsch Ceramic Thermal Rollers - Self Grip Hair Rollers for Long, Short & Medium Hair, Volume Curls, Ceramic Coated Core, Easy to Use - Black 8pc", "asin": "B0DNNB3VTH", "price": "$15.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "30Pcs Plastic Hair Curlers Set, Snap on Rollers Self Grip Heatless Rollers Hairdressing Curlers No Heat Curlers for Long Medium Short Thin Fine Hair with Mini Comb (5 Sizes) \ufeff", "asin": "B0CYZH7T2K", "price": "$9.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self-Grip Hair Rollers Set with 3 Sizes (55 Pieces) - 18 Rollers, 36 Clips & Pointed Tail Comb for Long/Medium/Short Hair | Blowout Styling Tools, Overnight Curlers for Sleeping, Heatless Waves", "asin": "B0DHWSYGBL", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, 12Pcs Large Self Grip Hair Rollers with 12Pcs Stainless Steel Duckbill Clips, for Long Medium Thick Hair Volume (Navy Blue)", "asin": "B0BVBJYG93", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "65 PCS Hair Curler Rollers with 5 Sizes Self Grip Roller for Women Roller for Long Medium Short Thick Fine Thin Hair Bangs Volume, Jumbo Curlers Rollers with Storage Bag Teasing Brush", "asin": "B0DP9T1MZS", "price": "$13.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Satin Heatless Hair Curler Styling 5pc Gift Set - Satin Heatless Hair Curler w/ 2 Scrunchies, Ceramic Thermal Roller & Claw Clip, Gifts for Women, Hair Roller Styling & Accessories- Champagne", "asin": "B0BW4ZWYFX", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Rollers Hair Curlers, 38 Pcs Set Self Grip Curlers with Clips, Storage Bag, for Long Short Hair Bangs, Pink", "asin": "B0DKDSSZNX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "B087KKMR39", "price": "$29.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Curlers, 63Pcs Pack-24 Self Grip Rollers for Hair Volume - 66mm, 44mm, 36mm, 25mm, 24 Stainless Steel Clips, 2 Combs, 12 Bands and Bag", "asin": "B0CZ4LX8H7"},
{"title": "30Pcs Plastic Hair Curlers Snap on Rollers, Self Grip No Heat Curlers Set - Plastic Rollers for Short Hair, Curlers for Fine Thin Hair Curling Rods DIY Hair Styling and Salon Use(5 Sizes)", "asin": "B0D21Y39JY", "price": "$11.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Only 17 left in stock - order soon."},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, IKOCO 4 Sizes Self Grip Hair Rollers Set Includes 60mm 48mm 36mm 25mm Curlers for Long Hair Short Bangs with 12Pcs Metal Clips, Clear Toiletry Bag and Rat Tail Comb, Purple", "asin": "B0DC9QNRC3", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set with Clips - 4 Sizes for Long, Short Hair & Bangs (25mm, 36mm, 48mm, 60mm), (Pink, 4 Sizes)", "asin": "B0DQCYVXZL", "price": "$8.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "24 Pcs Snap Hair Roller, Small Plastic Rollers Curlers with Rat Tail Comb for Long Short Hair Styling Tool(0.59 x 2.28 Inch,Pink)", "asin": "B09DPK739Q", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "40pcs Heatless Spiral Hair Rollers with Styling Hooks, 22inch/55cm, No Heat Damage, DIY Kit for Long & Medium Hair", "asin": "B08JYWGHK9", "price": "$23.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "36 Pieces Plastic Hair Roller 5 Sizes Curlers Self Grip No Heat Rollers with 2 Pieces Steel Pintail Combs for Short Long Hair Salon Barber Hairdressing Styling Tools(Bright Colors)", "asin": "B0912WDSNZ", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}]
<|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": "2025-04-11T21:17:57.075Z", // 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": "2025-04-11T21:01:02.393Z", "action": "input", "action_argument": "wireless haedphones"}
{"timestamp": "2025-04-11T21:01:02.879Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:02:21.341Z", "action": "click_product", "action_argument": "B08WM3LMJF"}
{"timestamp": "2025-04-11T21:03:50.357Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-11T21:04:52.350Z", "action": "input", "action_argument": "cricket bat"}
{"timestamp": "2025-04-11T21:04:52.675Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:06:34.686Z", "action": "click_product", "action_argument": "B0BCQPRY9D"}
{"timestamp": "2025-04-11T21:07:00.953Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:02.624Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-11T21:07:04.645Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:15.165Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:18.438Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-11T21:07:23.998Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-11T21:07:51.093Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:07:51.397Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:07.861Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T21:17:38.396Z", "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": "hair curlers set with 24 rollers shynek"}],
"cart_items": [{"title": "OnePlus Nord Wired Earphones", "asin": "B0B7SNTVLL", "price": "$13.99", "quantity": "1"},
{"title": "Hair Cutting Scissors Shears Kits, 15 Pcs Professional Hairdressing Scissors Set, Stainless Steel Hairdressing Shears Set Professional Thinning Scissors for Barber/Salon/Home/Men/Women/Kids/Adults", "asin": "B0CZDFXDPQ", "price": "$12.89", "quantity": "1"}],
"promotion_items": [{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag\n1 Count (Pack of 56)", "asin": "B0DHCBWBT6", "price": "$11.99", "quantity": ""},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "quantity": ""},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set\n1 Count (Pack of 18)", "asin": "B09QRZYXMN", "price": "$9.99", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "", "asin": "B0C9CCWRCG", "price": "", "quantity": ""},
{"title": "", "asin": "B0CM3K4W57", "price": "", "quantity": ""},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume\n1 Count (Pack of 24)", "asin": "B098DGBNLQ", "price": "$9.99", "quantity": ""},
{"title": "Kitsch Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black\n8 Count (Pack of 1)", "asin": "B07W6RLZD4", "price": "$13.97", "quantity": ""},
{"title": "Selizo Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume\n1 Count (Pack of 28)", "asin": "B0C9CCWRCG", "price": "$7.99", "quantity": ""},
{"title": "Curler Clips for Hot Rollers and Curlers (\u00be\", 1\", 1\u00bc\") - Replacement Fit for Curler Clips\n1 Count (Pack of 20)", "asin": "B08N53DM9C", "price": "$7.99", "quantity": ""},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)\n1 Count (Pack of 1)", "asin": "B0DPHGY7CV", "price": "$8.88", "quantity": ""},
{"title": "4 Sizes Self Grip Hair Rollers Set, 16 Pink Hair Rollers for Women with 17 Hair Clips Hair Pad Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DP4KBSWJ", "price": "$8.49", "quantity": ""}],
"ads": [{"title": "shynek Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM"}],
"search_results": [{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Roller Set for Blowout Look, Long Medium Short Hair Volume; 30Pcs Rollers, 5 Sizes, 24 Pcs Clips, Storage Bag", "asin": "B0DHCBWBT6", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 30Pcs Set with 18Pcs Hair Roller 3 Sizes (6 Large Rollers, 6 Medium Rollers, 6 Small Rollers) and 12 Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0CR3ZXQDK", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers 48 Pcs Set, 24Pcs Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Long Medium Short Hair (Pink)", "asin": "B0CL5QYPLM", "price": "$12.59", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers and Curlers Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Long, Short, Thick, Fine Hair Styling", "asin": "B0C27TWCQ5", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50 Pcs Rollers Hair Curlers Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF758C1N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers 49 Pcs Set with 24Pcs Self Grip Hair Rollers 4 Sizes and 24 Pcs Hair Clips for Blowout Look Long Medium Short Thick Hair Volume", "asin": "B0DF759YYN", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers 16 Pcs Set with 8Pcs Hair Rollers 2 Sizes (4 Jumbo & 4 Large) and 8 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BK19MQ7V", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "5 in 1 Curling Iron with Interchangeable Ceramic Barrels (0.35\"-1.25\"), Curling Wand Set with Flat Iron Hair Straightener, Instant Heat Up, Dual Voltage Hair Curler, Gifts for Women", "asin": "B0D78VM364", "price": "$36.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Instant Heating Curling Iron for Long Hair, 1.5 Inch Hair Curling Wands with Infrared Hair Care, 10S Fast Heating, 110V-240V Dual Voltage Hair Curler with Temperature Control", "asin": "B0DJP99TN2", "price": "$59.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Hair Clippers for Men, Cordless Clipper and Trimmer Set, Clippers for Hair Cutting Kit with LCD Display, Long Battery Life, T-Blade Beard Trimmer for Beard Styling, Gifts for Men", "asin": "B0DL5DJ9BW", "price": "$29.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Women's Hair Serum, Supports Visibly Thicker and Stronger Hair, Vegan, Lightweight and Fast-Absorbing", "asin": "B094SM4H3L", "price": "$69.00", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "5 in 1 Curling Iron Set, Hair Curler with Curling Brush and 4 Interchangeable Ceramic Curling Wand(0.5\u201d-1.25\u201d), Fast Heating, Include Suitcase & 2 Clips & Heat Protective Glove", "asin": "B0DQKHBP31", "price": "$49.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "33 Piece Hair Rollers set, Self Grip Hair Rollers for Long Medium Short Hair, ELASO Large Medium Hair Curler \uff0822 Rollers + 10 Stainless steel Clip +1 Storage Bag\uff09", "asin": "B0BW6PY4G7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "56 Pcs Hair Rollers Set for Blowout Look Long Hair, 30Pcs Rollers Hair Curlers in 5 Sizes with 24 Pcs Hair Clips and Storage Bag for Long Medium Short Hair Volume", "asin": "B0DHCL3CF5", "price": "$11.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Pcs Rollers Hair Curlers Self Grip Hair Rollers Set with 24Pcs Hair Rollers in 4 Sizes, 24 Pcs Hair Clips and Cosmetic Bag for Blowout Look Long Medium Thick Hair Volume", "asin": "B0DGGCD3ZF", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set - 50 Pcs Jumbo Curlers for Long, Short Hair and Bangs (25mm, 36mm, 48mm, 60mm) With Clips, Black", "asin": "B0CZKJZLCC", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler, Heatless Curls Overnight Hair Curlers to Sleep in No Heat Hair Curler Curling Rod Headband Hair Rollers with Scarf, 3 Set Rod", "asin": "B0CWQFQS9X", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Smart Timer Hair Curler Iron 1.25inch Ceramic Coating Large Barrel Hair Curling Wand with LCD Display and Foldaway Safety Stand Dual Voltage for Travel Medium and Long Hair", "asin": "B0DJ2TJLQ3", "price": "$39.25", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Satin Heatless Hair Curler,Heatless Curls Overnight, Rollers for Long Hair with 2 Hair Scrunchies,Sleep-Friendly Damage-Free Curlers for Soft Natural Waves (Sunset)", "asin": "B0DPHGY7CV", "price": "$8.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Long Barrel Styler, Curling Iron with Moisture Heat Technology & NanoIonic MX, Versatile Curling Wand with Adjustable Heat Settings, Hair Curler with Extended Barrel", "asin": "B0187T8CEG", "price": "$149.00", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "50Piece Hair Rollers Set, Self-Grip Rollers Hair Curlers for Long Medium Short Hair, 4 Sizes of Hair Rolls(6 Jumbo + 6 Large + 6 Medium + 6 Small + 1 Storage Bag), and 24Pcs Clips/1Pcs Comb", "asin": "B0DNLC42HG", "price": "$9.87", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "50Piece Hair Rollers set,Self Grip Hair Curlers for Long Medium Short Hair,(6 Jumbo + 6 Large + 6 Medium + 6 Small Hair Rollers + 1 Storage Bag) and 24Pcs Hair Clips /4-sizes 60 45 36 25mm", "asin": "B0D4TQS44F", "price": "$9.88", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Set - 24 Large Rollers with 12 Rollers and 12 Clips for Long, Thick Volume (Blue)", "asin": "B0CHB6NLV2", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "72Pcs Hair Rollers Set, 5 Size, Self Grip Hair Curlers for Blowout Look Long Medium Short Hair and Thick, Fine Hair Volume and Bangs, Jumbo Large Small 30 Roller, 40 Hair Clip, Tail Comb, Storage Bag", "asin": "B0D3TF985D", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Hair Curler: 13Pcs Rollers Set With Clips for Long and Medium Hair, Women's Curls Styling Tools, DIY Curlers to Sleep In", "asin": "B0C3G9QG69", "price": "$5.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, Cludoo 36Pcs Jumbo Big Hair Roller Sets with Stainless Steel Duckbill Clip, 2 Size Self Grip Hair Curlers Rollers for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B08TW75M1M", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Set, 4 Sizes with 12 Clips and Comb - Self Grip Curlers for Long/Short Hair, Thermal Safe Rollers for Salon-Worthy Styling (Pink/Purple)", "asin": "B0DC9X9QVS", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Large Small 50PCS Set, 36PC Large Medium Small Hair Rollers for Volume Curlers with 12PC Clips 1 Tail Comb and 1 Folding Brush Comb for Short Medium Blowout Look Long Hair", "asin": "B0D6W144ZY", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Ceramic Thermal Hair Rollers for Women - Self Grip Rollers for Blowout Look Long Hair, Curlers for Medium & Short Hair, Large Roller for Volume Curls, Ceramic Coated, Easy to Use - 8pcs, Black", "asin": "B07W6RLZD4", "price": "$13.97", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "6 Size Hair Rollers for Women, 62 Pcs Rollers Hair Curlers for Long Medium Short Hair, Large Medium Small Self Grip Hair Rollers with 36 Rollers 24 Stainless steel Clips 1 Storage Bag", "asin": "B0DQ15C71F", "price": "$13.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Set of 24 x 20mm (3/4\u201d) Small Self Grip Hair Rollers Pro Salon Hairdressing Curlers \u2013 For Short Hair", "asin": "B078XN4BFY", "price": "$11.93", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self Grip Hair Rollers Curlers Set 36Pcs, Hair Roller Sets 4 Sizes (Jumbo, Large, Medium, Small) with Clips and Comb for Long Medium Short Thick Fine Thin Hair Volume", "asin": "B0BJ1JLTXD", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self grip hair roller set,18 pcs,Hair rollers with hair roller clips and comb,Salon hairdressing curlers,DIY Hair Styles, Sungenol 3 Sizes Rose red Hair Rollers in 1 set", "asin": "B09QRZYXMN", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Rollers Hair Curlers Set - 36 Pieces with 4 Sizes (6 Jumbo, 6 Large, 6 Medium & 6 Small Curlers), 12 Hair Clips for Long, Thick Hair, Pink", "asin": "B0CP5TX377", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "34 Pcs Self Grip Hair Rollers Set, Black Hair Curlers 4 Sizes(1in, 1.4in, 1.9in, 2.4in) with Rat Tail Comb, Hair Rollers Curlers for Volume Long Medium Short Hair", "asin": "B0DWK37YCJ", "price": "$8.49", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Jumbo Hair Curlers Rollers, 12Pcs 60mm Jumbo Hair Roller Curlers Self Grip Holding Rollers with 12Pcs Hair Clips for Long Straight Thick Hair (Rose Red)", "asin": "B098CWK8YN", "price": "$13.80", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look, 38 Pcs Self Grip Hair Rollers Set with 4 Sizes, 12 Pcs Hair Clips, Comb and Storage Bag for Hair Volume (Black)", "asin": "B0CSYL75VV", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Chrissy x Kitsch Ceramic Thermal Rollers - Self Grip Hair Rollers for Long, Short & Medium Hair, Volume Curls, Ceramic Coated Core, Easy to Use - Black 8pc", "asin": "B0DNNB3VTH", "price": "$15.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "39PCS Self Grip Hair Rollers Curlers 3 Sizes Black Hair Roller 2.5in, 1.9in, 1.4in, Jumbo Curlers Roller with 12PCS Duckbill Clips Hair Rollers for Long Medium Short Thick Fine Volume Bangs", "asin": "B0C8D2YVZ7", "price": "$9.99", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "30Pcs Plastic Hair Curlers Set, Snap on Rollers Self Grip Heatless Rollers Hairdressing Curlers No Heat Curlers for Long Medium Short Thin Fine Hair with Mini Comb (5 Sizes) \ufeff", "asin": "B0CYZH7T2K", "price": "$9.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Self-Grip Hair Rollers Set with 3 Sizes (55 Pieces) - 18 Rollers, 36 Clips & Pointed Tail Comb for Long/Medium/Short Hair | Blowout Styling Tools, Overnight Curlers for Sleeping, Heatless Waves", "asin": "B0DHWSYGBL", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, 12Pcs Large Self Grip Hair Rollers with 12Pcs Stainless Steel Duckbill Clips, for Long Medium Thick Hair Volume (Navy Blue)", "asin": "B0BVBJYG93", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "65 PCS Hair Curler Rollers with 5 Sizes Self Grip Roller for Women Roller for Long Medium Short Thick Fine Thin Hair Bangs Volume, Jumbo Curlers Rollers with Storage Bag Teasing Brush", "asin": "B0DP9T1MZS", "price": "$13.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Satin Heatless Hair Curler Styling 5pc Gift Set - Satin Heatless Hair Curler w/ 2 Scrunchies, Ceramic Thermal Roller & Claw Clip, Gifts for Women, Hair Roller Styling & Accessories- Champagne", "asin": "B0BW4ZWYFX", "price": "$19.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Rollers Hair Curlers, 38 Pcs Set Self Grip Curlers with Clips, Storage Bag, for Long Short Hair Bangs, Pink", "asin": "B0DKDSSZNX", "price": "$8.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Roller Set/Set of 96 Stackable Rollers / 8 Size Rollers From Extra Small to Extra Large / 12 Rollers per Size - Hairdressing Curlers for Women - Curling Styling Tool", "asin": "B087KKMR39", "price": "$29.95", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Self-Grip Hair Rollers Kit, 3 Sizes (0.79\",1.18\",1.57\") for Short/Medium/Long Hair | 36 Rollers +12 Clips + Foldable Comb | No Heat Curlers for Overnight Waves, Travel & Damage-Free Styling", "asin": "B0DNYPW18N", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "141 Pieces Hair Rollers Set Include 60 Plastic Hair Rollers (Multicolor,6 Size)", "asin": "B088R4FXBB", "price": "$20.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers Curlers, 63Pcs Pack-24 Self Grip Rollers for Hair Volume - 66mm, 44mm, 36mm, 25mm, 24 Stainless Steel Clips, 2 Combs, 12 Bands and Bag", "asin": "B0CZ4LX8H7"},
{"title": "30Pcs Plastic Hair Curlers Snap on Rollers, Self Grip No Heat Curlers Set - Plastic Rollers for Short Hair, Curlers for Fine Thin Hair Curling Rods DIY Hair Styling and Salon Use(5 Sizes)", "asin": "B0D21Y39JY", "price": "$11.99", "delivery": "Prime members get FREE delivery Sun, Apr 13 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Only 17 left in stock - order soon."},
{"title": "Hair Roller 28 Pcs Set, Includes 16Pcs Self-Grip Hair Rollers in 4 Sizes and 12Pcs Hair Clips for Long Medium Short Hair Volume", "asin": "B0C9CCWRCG", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Heatless Curlers- heatless curls overnight - Hair Rollers for Lift & Volume - Assorted Sizes and Colors - Velcro Rollers - 31 Count w/storage case", "asin": "B002R72N36", "price": "$8.74", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Rollers, 12Pcs Hair Rollers Hair Curlers Self Grip Holding Rollers with 12 Pcs Hair Clips for Long Medium Short Thick Fine Thin Hair Bangs Volume", "asin": "B098DGBNLQ", "price": "$9.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers, IKOCO 4 Sizes Self Grip Hair Rollers Set Includes 60mm 48mm 36mm 25mm Curlers for Long Hair Short Bangs with 12Pcs Metal Clips, Clear Toiletry Bag and Rat Tail Comb, Purple", "asin": "B0DC9QNRC3", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set with Clips - 4 Sizes for Long, Short Hair & Bangs (25mm, 36mm, 48mm, 60mm), (Pink, 4 Sizes)", "asin": "B0DQCYVXZL", "price": "$8.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Foam Hair Rollers - 48 Count, Assorted Colors - Heatless Curls, Overnight Curls, Foam Rollers with Storage Case", "asin": "B001KYS930", "price": "$8.89", "delivery": "Prime members get FREE delivery Overnight 4 AM - 8 AM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "24 Pcs Snap Hair Roller, Small Plastic Rollers Curlers with Rat Tail Comb for Long Short Hair Styling Tool(0.59 x 2.28 Inch,Pink)", "asin": "B09DPK739Q", "price": "$7.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "40pcs Heatless Spiral Hair Rollers with Styling Hooks, 22inch/55cm, No Heat Damage, DIY Kit for Long & Medium Hair", "asin": "B08JYWGHK9", "price": "$23.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "36 Pieces Plastic Hair Roller 5 Sizes Curlers Self Grip No Heat Rollers with 2 Pieces Steel Pintail Combs for Short Long Hair Salon Barber Hairdressing Styling Tools(Bright Colors)", "asin": "B0912WDSNZ", "price": "$12.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Rollers for Blowout Look Long Hair, 21 PCS Self Grip Hair Rollers for Long Medium Short Hair Styling Curling Tools DIY Hair Curlers to Sleep In", "asin": "B0CKWWJJ7Z", "price": "$6.07", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"}]
<|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": "2025-04-11T21:17:57.075Z", // 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>
