<|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": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"}
{"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"}
<|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": "rollers hair curlers"}],
"cart_items": [{"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"},
{"title": "SENSYNE 62\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera", "asin": "B09TQY66NH", "price": "$19.99", "quantity": "1"}],
"promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""},
{"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons | Luxe Velour | Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""},
{"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""},
{"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""},
{"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""},
{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""},
{"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""},
{"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""},
{"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}],
"search_results": [{"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": "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "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": "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"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", "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": "Conair 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": "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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "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 Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "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": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Conair 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "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": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "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": "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": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "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": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "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": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "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 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"},
{"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "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": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Roller Clips Included | 1 1/2-inch and 1 3/4 inch Rollers | Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "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": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"},
{"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "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": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "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": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "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": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "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 Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "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": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "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": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "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": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "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": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "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": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 2-inch Rollers | Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 1 1/2-inch Rollers | Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "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": "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": "B0DQ1111T2", "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": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "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": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "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": "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": "T3 - Volumizing Hot Rollers LUXE | Premium Hair Curler Set for Long Lasting Volume, Body & Shine | Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "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 Or FREE pickup"},
{"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "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": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "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"}]
<|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": "2025-04-11T20:59:27.328Z", // 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": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"}
{"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"}
<|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": "rollers hair curlers"}],
"cart_items": [{"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"},
{"title": "SENSYNE 62\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera", "asin": "B09TQY66NH", "price": "$19.99", "quantity": "1"}],
"promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""},
{"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons | Luxe Velour | Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""},
{"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""},
{"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""},
{"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""},
{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""},
{"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""},
{"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""},
{"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}],
"search_results": [{"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": "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "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": "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"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", "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": "Conair 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": "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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "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 Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "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": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Conair 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "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": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "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": "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": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "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": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "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": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "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 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"},
{"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "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": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Roller Clips Included | 1 1/2-inch and 1 3/4 inch Rollers | Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "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": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"},
{"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "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": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "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": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "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": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "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 Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "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": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "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": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "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": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "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": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "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": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 2-inch Rollers | Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 1 1/2-inch Rollers | Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "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": "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": "B0DQ1111T2", "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": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "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": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "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": "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": "T3 - Volumizing Hot Rollers LUXE | Premium Hair Curler Set for Long Lasting Volume, Body & Shine | Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "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 Or FREE pickup"},
{"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "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": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "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"}]
<|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": "2025-04-11T20:59:27.328Z", // 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": "2025-04-11T20:57:54.793Z", "action": "input", "action_argument": "extension cords"}
{"timestamp": "2025-04-11T20:58:23.134Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:23.266Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-11T20:58:27.874Z", "action": "input", "action_argument": "rollers hair curlers"}
<|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": "rollers hair curlers"}],
"cart_items": [{"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"},
{"title": "SENSYNE 62\" Phone Tripod & Selfie Stick, Extendable Cell Phone Tripod Stand with Wireless Remote and Phone Holder, Compatible with iPhone Android Phone, Camera", "asin": "B09TQY66NH", "price": "$19.99", "quantity": "1"}],
"promotion_items": [{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "Rollers Hair Curlers Set of 48 with 24 Curlers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for Long, Medium, Short Hair (Purple)\n1 Count (Pack of 48)", "asin": "B0CS9KDFVD", "price": "$12.59", "quantity": ""},
{"title": "Hair Curling Ribbon Wrap: The Original Sway Heatless Curling Ribbons | Luxe Velour | Mane Label Hair Co. (Black)\n1 Count (Pack of 1)", "asin": "B0C6VSMJZZ", "price": "$31.20", "quantity": ""},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling\n0.51 Inch (Pack of 36)", "asin": "B08LYVD9W1", "price": "$7.99", "quantity": ""},
{"title": "", "asin": "B09DNQGPXP", "price": "", "quantity": ""},
{"title": "", "asin": "B0CRRFW23N", "price": "", "quantity": ""},
{"title": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)\n1 Count (Pack of 18)", "asin": "B0BFHNW2Z2", "price": "$9.99", "quantity": ""},
{"title": "SHEGLAM Automatic Curling Iron 1 inch with 3 Temperatures Fast Heating, 2-Way Rotation, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating for Hair Styling", "asin": "B0DJ2V57TL", "price": "$37.83", "quantity": ""},
{"title": "TYMO Automatic Rotating Curling Iron - TYMO CURLPRO Beach Waves Curling Wand, Portable Hair Curler, 500 Million Ionic, Dual Voltage & Lightweight for Travel, Ceramic Coating, 1 Inch, Metallic Gray\n1 inch", "asin": "B0DBZS6MHK", "price": "$47.99", "quantity": ""},
{"title": "Auto Hair Curler, Automatic Curling Iron with 4 Temperature & 3 Timer, Automatic Shut-Off, Anti-Scald, Anti-Tangle Rotating Curling Wand for Hair Styling, White", "asin": "B0DGG7482H", "price": "$22.94", "quantity": ""},
{"title": "BLACK Jumbo 2.75\" Bobby Hair Pins - Black Tipped Flat Style Pins for Women - Perfect For Rollers - Hair Pins for Styling - Suitable for ALL Hair Types, 100 pieces Tub Made in USA\n1 Count (Pack of 100)", "asin": "B0792JHDMR", "price": "$9.99", "quantity": ""},
{"title": "Rotating Curling Iron 28mm/1.1 inch Professional Automatic Wave Hair Curling Wand Fast Heating Hair Curlers for Long/Middle/Short All Hair (White)", "asin": "B0D4CXZK1R", "price": "$27.99", "quantity": ""}],
"ads": [{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye.\" Rated 4.2 out of 5 stars by 23202 reviews. Eligible for Prime. Best seller.", "asin": "B09S4PVZ81"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Charcoal.\" Rated 4.2 out of 5 stars by 23201 reviews. Eligible for Prime. Best seller.", "asin": "B0BNLWJ6QJ"},
{"title": "Go to detail page for \"Kitsch Satin Heatless Curling Rod - Heatless Hair Curler for Overnight Curls, Soft Hair Curlers to Sleep In, Heatless Curlers for Women, No Heat Curls for Short Hair & Long Hair, 6pcs - Rosewood.\" Rated 3.8 out of 5 stars by 2783 reviews. Eligible for Prime.", "asin": "B0BJFN4D9R"}],
"search_results": [{"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": "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "18PCS Self Grip Small Hair Curlers Heatless Roller Hair Curlers Pro Salon Hairdressing Curler DIY Curly Hairstyle Hair Rollers Tools Rat Tail Comb for Women Medium Short Hair(0.8 x 2.4 Inch)", "asin": "B0BFHNW2Z2", "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": "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"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", "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": "Conair 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": "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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "60 Pcs Perming Rods Set - 8 Sizes Cold Wave Rollers with Rat Tail Combs, Clips for Long and Short Natural Hair Styling, Hairdressing Kit", "asin": "B0D47F4Z2M", "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 Curling set,Silk Curls Rod Headband,No Heat Rollers to Sleep in Overnight,Satin Hair Curlers for Long and Medium Hair(Pink)", "asin": "B0D4ZH5F13", "price": "$6.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "48 Pieces Hair Perm Rods Short Cold Wave Rods Plastic Perming Irons Hair Curling Rollers Curlers with Steel Pintail Comb Rat Tail Comb for Hairdressing Styling Supplies(0.35 Inch,Blue and Dark Blue)", "asin": "B08F4ZVQBY", "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": "Heatless Hair Curler to Sleep in No Heat Satin Heatless Curls Overnight Rods Curling Set Jumbo Large Foam Sponge Hair Rollers Curlers for Long Short Hair Volume Women Styling Tools Brown", "asin": "B0CXJ4SK8L", "price": "$19.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curler Rollers for Women 24PCS Heatless Hair Roller with 12PCS Clips, 4 Sizes\uff08Jumbo Large Medium Small\uff09Self Grip Holding Hair Rollers for Long Medium Short Thick Fine Volume Thin Bangs Hair", "asin": "B0BYD3PY2K", "price": "$11.29", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Hair Curlers Set with 24 Rollers (6 Jumbo, 6 Large, 6 Medium, 6 Small) and 24 Clips for All Hair Lengths (Black)", "asin": "B0CL5TN5PP", "price": "$12.59", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "47 pcs 7'' Hair Curlers Rollers Flexi Rods Flexible Curling Rods Set No Heat Heatless Bendy Foam Hair Curls for Long,Medium,Short Hair to Sleep in", "asin": "B07BXZHYGK", "price": "$12.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Conair 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "4 Sizes Self-Grip Hair Rollers Set for Long, Short Hair and Bangs - 50 Pcs with Clips (25mm, 36mm, 48mm, 60mm), Pink", "asin": "B0CZKYKT3V", "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": "CORATED Heatless Curling Rod Headband, No Heat Silk Ribbon Rollers for Overnight Sleeping Curls, Styling Kit with Hair Clips and Scrunchie", "asin": "B094XZT3SY", "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": "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": "Thermal Rollers for Hair, 24PCS Jumbo Rollers Hair Curlers with Clips, Large Roller with 63mm 48mm 36mm Self Grip Thermal Hair Roller for Long Medium Short Hairs Volume", "asin": "B0BVRBZGYH", "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": "65 PCS Hair Curler Rollers with 5 Sizes Self-Grip Hair Roller for Women Roller Hair for Long Medium Short Thick Fine Thin Volume, Jumbo Curlers Rollers", "asin": "B0DP9RNXW2", "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": "Big Self-Grip Hair Rollers with Stainless Steel Duckbill Clips for Long, Medium Hair and Volume", "asin": "B091SQ7N6T", "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 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"},
{"title": "Drybar High Tops Self-Grip Rollers", "asin": "B01N1P5HVB", "price": "$12.00", "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 Today 5 PM - 10 PM on eligible orders 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 Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "Remington Compact Ceramic Dual Voltage Hot Rollers for Long and Short Hair, Hair Setters, Hair Curlers, 1-1 \u00bc\" Purple/Black, 10 Piece Set", "asin": "B000EPJNMW", "price": "$16.54", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "WILLBOND 36 Pieces Cold Wave Rod Hair Perm Rods Hair Rollers Perming Curlers with Steel Rat Tail Comb for Hairdressing Styling", "asin": "B08LYVD9W1", "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": "Selizo Hair Curlers 36 Pcs Set with 24Pcs Hair Curlers 4 Sizes and 12 Pcs Hair Clips for Long Medium Short Thick Hair, Black", "asin": "B0CKQTWKLP", "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": "30 Pieces Plastic Hair Rollers - Self-Grip Curlers in 5 Sizes, No Heat Required for DIY Hair Styling and Salon Use", "asin": "B08FRF18VN", "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": "30PCS 9.45\" Flexi Rods Curlers Set for Short and Long Hair, No Heat Foam Rollers with Steel Comb Buytta", "asin": "B08XYYPM9S", "price": "$7.89", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders 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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Roller Clips Included | 1 1/2-inch and 1 3/4 inch Rollers | Amazon Exclusive", "asin": "B007S69QAY", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Small Size Hair Rollers Curlers Self Grip Holding, For Hairdressing, Design Gripping Sticky Cling Style For DIY Or Salon (25mm/1\" 12PCS) Random Color", "asin": "B01J35XOLE", "price": "$5.14", "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": "Salon Heatless Flexible Hair Rollers Curlers 42-pack 7\" Soft Foam Flexi Twist Curling Rods for Short Long Hair", "asin": "B0182XCOGE", "price": "$16.99", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Apr 19 - 26 on $35 of items shipped by Amazon"},
{"title": "100pcs Hair Curling Rods Set - Plastic Cold Wave Rollers for Natural, Long or Short Hair Styling - Women's DIY Hairdressing Tools in Orange, Purple, Gray, Blue, Yellow", "asin": "B09TVB91FX", "price": "$15.89", "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": "36PCS Foam Hair Rollers - Sponge Rollers for Heatless Hair Curler for Short/Long Curling Sleep rolos para cabello Jumbo Large Sponge Curlers Soft Sleeping Thin Hair Curl Overnight rulos", "asin": "B0CKQZWYPP", "price": "$6.59", "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": "Remington Ionic Conditioning Hair Setter, 20 Velvet Hair Rollers, 6 Large (1\u00bc\u201d), 10 Medium (1\"), 4 Small (\u00be\u201d), Blowout Style Hair Curlers", "asin": "B00J8IXT58", "price": "$29.99", "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": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1 1/2-inch Rollers", "asin": "B00006IV30", "price": "$21.78", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM on eligible orders Or Non-members get FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon"},
{"title": "ProVolume 1\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 5 Count Salon Quality Hair Curlers for Short, Medium and Long Hair", "asin": "B093BCQBRQ", "price": "$7.99", "delivery": "FREE delivery Wed, Apr 16 on $35 of items shipped by Amazon Or fastest delivery Tue, Apr 15"},
{"title": "Conair Double Ceramic Hot Rollers for Long, Medium, and All Hair - Hair Curler - Hair Roller Clips Included - 1/2 inch, 3/4 inch, and 1 inch Rollers", "asin": "B001BLRYMO", "price": "$22.99", "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 Set - 24 Pieces with 3 Sizes (4 Jumbo, 4 Large, 4 Medium) and 12 Clips for Volume on Long, Short, Thick, or Fine Hair", "asin": "B0BK17SWMX", "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": "Aimin Soft Curlers for Overnight Heatless Curls, No Heat Foam Rollers for Long Hair, Satin Sponge Curlers (30 pcs, pink)", "asin": "B077XNYLLB", "price": "$13.22", "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": "Remington Shine Therapy Argan Oil & Keratin Treated Hot Rollers Set, Professional Hair Curlers for Setting All Hair Lengths from Short and Medium to Long", "asin": "B09RTJDDT7", "price": "$25.10", "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": "BabylissPRO Nano Titanium Professional Hot Rollers For All Hair Lengths", "asin": "B0051P35CE", "price": "$39.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "ProVolume 2\" Self-Grip Ceramic Ionic Thermal Hair Rollers, 3 Count Large Salon Quality Hair Curlers for Medium and Long Hair, Blowouts, Curtain Bangs", "asin": "B093B7JLVY", "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": "Annie Salon Style Medium Foam Hair Rollers - 7/8\" Yellow - 12 Piece Set - Soft Heat-less Hair Curling Tools", "asin": "B001NEGTFC", "price": "$4.45", "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": "30Pcs Small Foam Hair Curlers, 9.45\" Length x 0.47\" Diameter, No-Heat Flexible Curling Rods for Short, Medium and Long Hair", "asin": "B0C58JHJD6", "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": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 2-inch Rollers | Amazon Exclusive", "asin": "B0CG6VDVRJ", "price": "$49.99", "delivery": "Prime members get FREE delivery Tomorrow, Apr 12 Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "Conair Hot Rollers Hair Curlers for Long, Medium and All Hair | Heated Rollers with Hair Roller Clips Included | 1 1/2-inch Rollers | Amazon Exclusive", "asin": "B0CT1PNK9F", "price": "$43.21", "delivery": "Prime members get FREE delivery Today 5 PM - 10 PM Or Non-members get FREE delivery Wed, Apr 16"},
{"title": "36 Pieces Foam Sponge Hair Rollers - Soft Hair Styling Curlers for Hair Curls (Black, Flexi Rod, 2.8x0.98inch)", "asin": "B08L7BDBPC", "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": "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": "B0DQ1111T2", "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": "2Pcs/Set Plastic Hair Rollers Curlers Bangs Self-Adhesive Hair Volume Hair Curling Styling Tools Magic Women DIY Makeup Tools S", "asin": "B0796S1HY9", "price": "$6.50", "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": "JANYUN 40 Pcs Pink Magic Hair Rollers Include 20pcs Large Silicone Curlers and 20pcs Small Silicone Curlers", "asin": "B07D3KV6JG", "price": "$8.95", "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": "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": "T3 - Volumizing Hot Rollers LUXE | Premium Hair Curler Set for Long Lasting Volume, Body & Shine | Set of 8-4 XL (1.75\") & 4 Large (1.5\u201d)", "asin": "B01HZGUSMQ", "price": "$127.99", "delivery": "FREE delivery Wed, Apr 16 Or fastest delivery Tue, Apr 15"},
{"title": "Kitsch Satin Heatless Hair Curler Set - Heatless Curls Overnight, Hair Rollers for Soft Curls & Frizz-Free Styling, No Heat Curlers To Sleep in, Curling Rod Headband with 2 Scrunchies - Sunset Tie Dye", "asin": "B09S4PVZ81", "price": "$15.99", "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 Or FREE pickup"},
{"title": "Annie Snap on Magnetic Rollers 1 1/2\" Black 6pack", "asin": "B00588WGCE", "price": "$4.89", "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": "30 Pieces Flexible Curling Rods Twist Foam Hair Rollers Soft Foam No Heat Hair Rods Rollers and 1 Steel Pintail Comb Rat Tail Comb for Women Long and Short Hair(7 x 0.8 Inch,Purple)", "asin": "B096ZR6H29", "price": "$15.49", "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"}]
<|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": "2025-04-11T20:59:27.328Z", // 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>
