<|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": "2025-05-07T17:42:36.904Z", "action": "input", "action_argument": "acne patch"}
{"timestamp": "2025-05-07T17:42:37.026Z", "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": "acne patch"}],
"promotion_items": [{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\nAll Skin Type96 Count (Pack of 1)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (10 Count)\nAll Skin Type10 Count (Pack of 1)", "asin": "B08H3RJ67M", "price": "$11.98", "quantity": ""},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct\nAll Skin Type30 Count (Pack of 1)", "asin": "B07FPT52DY", "price": "$4.88", "quantity": ""},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots\n72 Count (Pack of 1)", "asin": "B0BLHJ55LL", "price": "$16.45", "quantity": ""},
{"title": "", "asin": "B0D951GY7Z", "price": "", "quantity": ""},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)\nAll Skin Type1 Count (Pack of 62)", "asin": "B0DFC9FXCR", "price": "$7.99", "quantity": ""},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face\n330 Count (Pack of 1)", "asin": "B0D6WCFLSJ", "price": "$8.99", "quantity": ""},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types\n480 Count (Pack of 1)", "asin": "B0DFCJ64DH", "price": "$5.98", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Retinol Spot Cover - Hydrocolloid Acne Patch for Face, Absorbing Zits & Blemishes, PM Advanced Treatment, Facial Sticker (72 Count)\n72 Count (Pack of 1)", "asin": "B0DD1DP59Z", "price": "$19.99", "quantity": ""},
{"title": "Pimple Patches for Face: 6 Sizes Day and Night Acne Patches Heart Zit Patches - Cute Spot Stickers with Tea Tree & Centella Oil, Strong Adhesion Zit Covers (196 Count)\nAll Skin Type196 Count (Pack of 1)", "asin": "B0CZ6L4B7N", "price": "$4.99", "quantity": ""}],
"ads": [{"title": "Hero Cosmetics Mighty Patch\u2122 Original Patch - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes, Spot Stickers for Face and Skin (72 Count)", "asin": "B07B4KQVK6"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ"}],
"search_results": [{"title": "180 Counts Pimple Patches for Face Hydrocolloid Acne Patches for face Invisible Zit Patches for Face Pimple Patch Acne Spot Treatment Patch Blemish Patches Cover Patches Stickers", "asin": "B09XX7JFK8", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Microcrystal Vitamin C Dark Spot Cover - Hydrocolloid Patch with Glutathione and Niacinamide, Treatment for Post Acne, Korean Skin Care, Vegan, Cruelty Free (9 Count)", "asin": "B09C15YNVL", "price": "$11.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Original patch from Hero Cosmetics - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes in Face and Skin, Vegan-friendly and Not Tested on Animals (36 Count)", "asin": "B074PVTPBW", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, 4 Size 300 Counts Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Tea Tree Oil & Calendula Oil", "asin": "B0CCRWC6W9", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types", "asin": "B0DFCJ64DH", "price": "$5.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Star Zit Covers, Colorful Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 3 Sizes (10mm, 12mm & 14mm) |200 Count", "asin": "B0CDH47BN9", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Acne Pimple Patch Absorbing Hydrocolloid Original 3 Size Patches for Blemishes and Zits Cover, Spot Stickers for Face and Body, Not Tested on Animals (72)", "asin": "B01N8XCGIO", "price": "$12.25", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)", "asin": "B0DFC9FXCR", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Troubless Invisible Pimple Spot Patch - 96 Ultra Thin Acne Patches - Easy Peel - 2 Sizes", "asin": "B0B5QKH71C", "price": "$5.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches \u2013 300 Count 4 Sizes Non Drying Acne Patches for Face with Salicylic Acid, Tea Tree & Calendula Oil \u2013 Invisible Zit Patches for Face, Day & Night Spot Treatment", "asin": "B0DGDS12CV", "price": "$5.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct", "asin": "B07FPT52DY", "price": "$4.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Cover Patches, FSA HSA Eligible Hydrocolloid Pimple Patches for Face with Tea Tree Oil, Korean Skincare Zit Patches for Face | FSA HSA Store Eligible Items | Vegan, Cruelty-free", "asin": "B075QNC39Q", "price": "$6.76", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Pimple Patches for Face (120 Patches), Hydrocolloid Acne Patches with Tea Tree Oil, Pimple Patch Pimple Stickers - Hydrocolloid Patch Acne Dots - Acne Pimple Patches For Face - Zit Patches", "asin": "B08628VNNK", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Absorb Zits and Blemishes, Invisible Spot Cover, Treatment for Breakouts, Acne Stickers with Salicylic Acid and Tea Tree Oil (72 Count)", "asin": "B0DSBDKKL7", "price": "$9.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches, 5 Sizes 156 Patches Big Acne Patch, 60 XL Hydrocolloid Patch for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Stirp, Square Large Hydrocolloid Bandages", "asin": "B0DG5R7HS4", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "LitBear Acne Pimple Patches- Day and Night 4 Sizes 180 Dots Thin & Thick Hydrocolloid Patches with Witch Hazel, Tea Tree & Calendula Oil, Extra Adhesion for Face Zit Patch Dots", "asin": "B09X9Y7GHF", "price": "$5.79", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AUSLKA Large Blemish Zit Patches XL - 20 Strips - Hydrocolloid Dots -Blemishes Patch - Zit Breakouts - Blemishes Stickers - Max Size", "asin": "B09MWHC4HL", "price": "$14.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK", "price": "$17.84", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 40 Count Pack of 1", "asin": "B0896MFFJW", "price": "$8.52", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Neutrogena Stubborn Acne Pimple Patches, Acne Treatment for Face, Ultra-Thin Hydrocolloid Spot Stickers Provide Optimal Healing for Pimples, 24 Patches", "asin": "B09ZM939Y4", "price": "$7.97", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Surface from Hero Cosmetics - Hydrocolloid Spot Patch for Body, Cheek, Forehead, and Chin, Vegan-friendly (10 Count)", "asin": "B07KJXFJHF", "price": "$17.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PEACE OUT Acne Healing Dots Helps Clear Blemishes Overnight, Fast Acting Hydrocolloid Pimple Patches for Breakouts with Salicylic Acid, Retinol and Aloe Vera, Award Winning Skincare Solution 40 Count", "asin": "B0BTKKLSBR", "price": "$33.00", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LE GUSHE Korean Pimple Patches for Face (132 Dots) - Hydrocolloid Acne Patches with Tea Tree Oil - Invisible Zit Stickers - Dermatologist Tested - Korean Skin Care", "asin": "B07KGCW56F", "price": "$15.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Round Shape Zit Covers, Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 2 Sizes (9mm, 12mm) |288 Count", "asin": "B0CPDPYB5Y", "price": "$6.09", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZenTroveUSA\u00ae 450 Pimple Patches for Face, 4 Size Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Glycolic Acid, Tea Tree Oil and Calendula Oil", "asin": "B0D5ZXKY3M", "price": "$5.99", "delivery": "FREE delivery Tue, May 13 on $35 of items shipped by Amazon Or fastest delivery Sat, May 10"},
{"title": "272 CT Pimple Patches for Face - Variety Pack Acne Patches w/ Salicylic Acid, Tea Tree & Calendula Oil - Pimple Patches Large Zit Patches - Large Hydrocolloid Patch - Dark Spot Patches for Face, Body", "asin": "B0CB1KF6VT", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Deep Blemish Microdarts | Acne Patch | Early Stage & Deep Pimples | Salicylic Acid | Tea Tree Oil | Niacinamide | Cica | Hyaluronic Acid | 9 Patches", "asin": "B08GB7XW9Y", "price": "$8.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Nexcare Acne Cover, Skin Cover Absorbs Pus and Oil From Clogged Pores, Suitable Skincare for Most Skin Types - 108 Acne Covers", "asin": "B07QFB8DK3", "price": "$11.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "Discreet Acne Pimple Patch | Spot Cover & Treatment Solution Cystic Acne & Pimple | Hydrocolloid Facial Stickers | Waterproof Patches Invisibly Cover Pimples (4packs)", "asin": "B07M8FS47M", "price": "$21.90", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Patches (120 Pack), Tea Tree Oil and Hydrocolloid Pimple Patches for Face", "asin": "B08JQLYXD2", "price": "$14.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZitSticka Killa Acne Patches for Face - World's Most Potent Pimple Patch with Fast-Acting Microdarts - Starts Working within 2 Hours for Deep, Early-Stage Zits - 20 Count", "asin": "B093QN8BYD", "price": "$45.99", "delivery": "FREE delivery Mon, May 12 Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Patch | Hydrocolloid Acne Korean Spot Patch to Cover Zits, Pimples and Blemishes, for Troubled Skin and Face (Hydrocolloid, 204 Count (Pack of 2))", "asin": "B0BFWZSVJT", "price": "$21.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Salicylic Pimple Patches (120 Pack), Salicylic Acid Acne Patches with Tea Tree Oil - Zit Patch and Pimple Stickers for Face for Skin Care - Salicylic Acid Acne Dots (Packaging May Vary)", "asin": "B0BNW7WNLL", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches for Face (6 Sizes 118 Patches), Big Hydrocolloid Acne Patches, XL Hydrocolloid Bandages for Body, Cheek, Forehead, Chin, Full Face, Back, Nose", "asin": "B0DTHNCYLQ", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count", "asin": "B09C2N5K4J", "price": "$17.04", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches, 12 mm Invisible Acne Patches for Face with Salicylic Acid, 0.01cm Extra Thin Outer Edge, Hydrocolloid Zit Patch for Pustule, Whitehead, Cystic Acne Spot, 48 Count", "asin": "B0C74LKMBX", "price": "$5.59", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl Blemish Brightening Patches: Dermatologist-Recommended, Help Fade Post-Acne Dark Spots and Reduce Redness, Large Clear Patches Cover a Bigger Area, Vegan and Latex-Free, 16ct", "asin": "B0CLF3MQJ4", "price": "$9.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Pimple Patches 1Pack(102 Count) - Hydrocolloid bandages, Sticker pack for Acne, Blemishes, and Zits, (10mm*72ea+12mm*30ea)", "asin": "B08BHH75CL", "price": "$7.50", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Alba Botanica Acnedote Pimple Patches for Face - Pimple, Spot Patches - Hydrocolloid Skincare Patches - 40 Count", "asin": "B07BB4R5CQ", "price": "$8.38", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Curology Emergency Spot Pimple Patches for Face, Hydrocolloid Pimple Patches Fast-Acting, 80 Count", "asin": "B0CJ8Z98QH", "price": "$10.77", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Master Patch Intensive | Oval-Shaped Hydrocolloid Pimple Patch with Tea Tree Oil & Salicylic Acid | Quick & Easy Blemish, Zit, Spot Treatment (90 Patches (Medium, Large), 90, Count)", "asin": "B08XV28K16", "price": "$23.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean Star Pimple Patches for Face w/Hydrocolloid, Salicylic Acid & Tea Tree, 240 Patches, Hydrocolloid Acne Patch, Cute Star Pimple Patch for Healing Stickers Zit Superstar", "asin": "B0BL7VF565", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots", "asin": "B0BLHJ55LL", "price": "$16.45", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AOA Studio Absorbing Cover Healing Invisible Acne Patch Blemish Spot, Treatment, Facial Acne Patch Vegan, Cruelty Free, Hydrocolloid, Two Sizes 10mm 12mm (Total 84 Counts)", "asin": "B08S7SQHND", "price": "$9.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Variety Pack from Hero Cosmetics - Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Spot Stickers for Face and Skin, Korean Skin Care, 26 ct", "asin": "B085P3TYPS", "price": "$13.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Microdart Acne Patch (18 Patches) - Hyaluronate, Salicylic Acid, Vitamin C, Microdart Pimple Patch for Deep, Early Stage and Hidden Pimples (18 Count (Pack of 1))", "asin": "B0995JX2G3", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Acne Pimple Patches, 6 Sizes 100 Patches for Large Breakouts, Acne Patches for Face, Chin or Body, Acne Spot Treatment with Tea Tree & Calendula Oil, Hydrocolloid Bandages for Acne Skin", "asin": "B0C7TJFN34", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Pimple Patch FIT Absorbing Hydrocolloid Spot Treatment with Tea Tree Oil, Calendula Oil and Cica, Certified Vegan, Cruelty Free (FIT / 16 COUNT)", "asin": "B0959RKJCB", "price": "$14.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches (7 Sizes 112 Counts), Big Acne Patches, XL Hydrocolloid Bandages for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Oval, Moon, Square hydrocolloid Patch", "asin": "B0D1YBN8YJ", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Patches XL, FSA HSA Acne Cover Patch Large | Pimple Patches for Face Cheek & Nose (8 Count) | Large Hydrocolloid Acne Treatment with Tea Tree, Calendula, & Cica", "asin": "B0797K1KN3", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Invisible Acne Spot Patch (24 Count) Ultra Thin Hydrocolloid Spot Sticker for Day Time Acne l For Covering Zits & Blemish with Calendula, Rosehip Seed, Vegan, Cruelty Free", "asin": "B07FQXDBR6", "price": "$11.37", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-07T17:43:42.131Z", // 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": "2025-05-07T17:42:36.904Z", "action": "input", "action_argument": "acne patch"}
{"timestamp": "2025-05-07T17:42:37.026Z", "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": "acne patch"}],
"promotion_items": [{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\nAll Skin Type96 Count (Pack of 1)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (10 Count)\nAll Skin Type10 Count (Pack of 1)", "asin": "B08H3RJ67M", "price": "$11.98", "quantity": ""},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct\nAll Skin Type30 Count (Pack of 1)", "asin": "B07FPT52DY", "price": "$4.88", "quantity": ""},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots\n72 Count (Pack of 1)", "asin": "B0BLHJ55LL", "price": "$16.45", "quantity": ""},
{"title": "", "asin": "B0D951GY7Z", "price": "", "quantity": ""},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)\nAll Skin Type1 Count (Pack of 62)", "asin": "B0DFC9FXCR", "price": "$7.99", "quantity": ""},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face\n330 Count (Pack of 1)", "asin": "B0D6WCFLSJ", "price": "$8.99", "quantity": ""},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types\n480 Count (Pack of 1)", "asin": "B0DFCJ64DH", "price": "$5.98", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Retinol Spot Cover - Hydrocolloid Acne Patch for Face, Absorbing Zits & Blemishes, PM Advanced Treatment, Facial Sticker (72 Count)\n72 Count (Pack of 1)", "asin": "B0DD1DP59Z", "price": "$19.99", "quantity": ""},
{"title": "Pimple Patches for Face: 6 Sizes Day and Night Acne Patches Heart Zit Patches - Cute Spot Stickers with Tea Tree & Centella Oil, Strong Adhesion Zit Covers (196 Count)\nAll Skin Type196 Count (Pack of 1)", "asin": "B0CZ6L4B7N", "price": "$4.99", "quantity": ""}],
"ads": [{"title": "Hero Cosmetics Mighty Patch\u2122 Original Patch - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes, Spot Stickers for Face and Skin (72 Count)", "asin": "B07B4KQVK6"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ"}],
"search_results": [{"title": "180 Counts Pimple Patches for Face Hydrocolloid Acne Patches for face Invisible Zit Patches for Face Pimple Patch Acne Spot Treatment Patch Blemish Patches Cover Patches Stickers", "asin": "B09XX7JFK8", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Microcrystal Vitamin C Dark Spot Cover - Hydrocolloid Patch with Glutathione and Niacinamide, Treatment for Post Acne, Korean Skin Care, Vegan, Cruelty Free (9 Count)", "asin": "B09C15YNVL", "price": "$11.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Original patch from Hero Cosmetics - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes in Face and Skin, Vegan-friendly and Not Tested on Animals (36 Count)", "asin": "B074PVTPBW", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, 4 Size 300 Counts Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Tea Tree Oil & Calendula Oil", "asin": "B0CCRWC6W9", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types", "asin": "B0DFCJ64DH", "price": "$5.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Star Zit Covers, Colorful Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 3 Sizes (10mm, 12mm & 14mm) |200 Count", "asin": "B0CDH47BN9", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Acne Pimple Patch Absorbing Hydrocolloid Original 3 Size Patches for Blemishes and Zits Cover, Spot Stickers for Face and Body, Not Tested on Animals (72)", "asin": "B01N8XCGIO", "price": "$12.25", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)", "asin": "B0DFC9FXCR", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Troubless Invisible Pimple Spot Patch - 96 Ultra Thin Acne Patches - Easy Peel - 2 Sizes", "asin": "B0B5QKH71C", "price": "$5.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches \u2013 300 Count 4 Sizes Non Drying Acne Patches for Face with Salicylic Acid, Tea Tree & Calendula Oil \u2013 Invisible Zit Patches for Face, Day & Night Spot Treatment", "asin": "B0DGDS12CV", "price": "$5.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct", "asin": "B07FPT52DY", "price": "$4.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Cover Patches, FSA HSA Eligible Hydrocolloid Pimple Patches for Face with Tea Tree Oil, Korean Skincare Zit Patches for Face | FSA HSA Store Eligible Items | Vegan, Cruelty-free", "asin": "B075QNC39Q", "price": "$6.76", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Pimple Patches for Face (120 Patches), Hydrocolloid Acne Patches with Tea Tree Oil, Pimple Patch Pimple Stickers - Hydrocolloid Patch Acne Dots - Acne Pimple Patches For Face - Zit Patches", "asin": "B08628VNNK", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Absorb Zits and Blemishes, Invisible Spot Cover, Treatment for Breakouts, Acne Stickers with Salicylic Acid and Tea Tree Oil (72 Count)", "asin": "B0DSBDKKL7", "price": "$9.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches, 5 Sizes 156 Patches Big Acne Patch, 60 XL Hydrocolloid Patch for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Stirp, Square Large Hydrocolloid Bandages", "asin": "B0DG5R7HS4", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "LitBear Acne Pimple Patches- Day and Night 4 Sizes 180 Dots Thin & Thick Hydrocolloid Patches with Witch Hazel, Tea Tree & Calendula Oil, Extra Adhesion for Face Zit Patch Dots", "asin": "B09X9Y7GHF", "price": "$5.79", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AUSLKA Large Blemish Zit Patches XL - 20 Strips - Hydrocolloid Dots -Blemishes Patch - Zit Breakouts - Blemishes Stickers - Max Size", "asin": "B09MWHC4HL", "price": "$14.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK", "price": "$17.84", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 40 Count Pack of 1", "asin": "B0896MFFJW", "price": "$8.52", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Neutrogena Stubborn Acne Pimple Patches, Acne Treatment for Face, Ultra-Thin Hydrocolloid Spot Stickers Provide Optimal Healing for Pimples, 24 Patches", "asin": "B09ZM939Y4", "price": "$7.97", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Surface from Hero Cosmetics - Hydrocolloid Spot Patch for Body, Cheek, Forehead, and Chin, Vegan-friendly (10 Count)", "asin": "B07KJXFJHF", "price": "$17.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PEACE OUT Acne Healing Dots Helps Clear Blemishes Overnight, Fast Acting Hydrocolloid Pimple Patches for Breakouts with Salicylic Acid, Retinol and Aloe Vera, Award Winning Skincare Solution 40 Count", "asin": "B0BTKKLSBR", "price": "$33.00", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LE GUSHE Korean Pimple Patches for Face (132 Dots) - Hydrocolloid Acne Patches with Tea Tree Oil - Invisible Zit Stickers - Dermatologist Tested - Korean Skin Care", "asin": "B07KGCW56F", "price": "$15.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Round Shape Zit Covers, Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 2 Sizes (9mm, 12mm) |288 Count", "asin": "B0CPDPYB5Y", "price": "$6.09", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZenTroveUSA\u00ae 450 Pimple Patches for Face, 4 Size Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Glycolic Acid, Tea Tree Oil and Calendula Oil", "asin": "B0D5ZXKY3M", "price": "$5.99", "delivery": "FREE delivery Tue, May 13 on $35 of items shipped by Amazon Or fastest delivery Sat, May 10"},
{"title": "272 CT Pimple Patches for Face - Variety Pack Acne Patches w/ Salicylic Acid, Tea Tree & Calendula Oil - Pimple Patches Large Zit Patches - Large Hydrocolloid Patch - Dark Spot Patches for Face, Body", "asin": "B0CB1KF6VT", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Deep Blemish Microdarts | Acne Patch | Early Stage & Deep Pimples | Salicylic Acid | Tea Tree Oil | Niacinamide | Cica | Hyaluronic Acid | 9 Patches", "asin": "B08GB7XW9Y", "price": "$8.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Nexcare Acne Cover, Skin Cover Absorbs Pus and Oil From Clogged Pores, Suitable Skincare for Most Skin Types - 108 Acne Covers", "asin": "B07QFB8DK3", "price": "$11.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "Discreet Acne Pimple Patch | Spot Cover & Treatment Solution Cystic Acne & Pimple | Hydrocolloid Facial Stickers | Waterproof Patches Invisibly Cover Pimples (4packs)", "asin": "B07M8FS47M", "price": "$21.90", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Patches (120 Pack), Tea Tree Oil and Hydrocolloid Pimple Patches for Face", "asin": "B08JQLYXD2", "price": "$14.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZitSticka Killa Acne Patches for Face - World's Most Potent Pimple Patch with Fast-Acting Microdarts - Starts Working within 2 Hours for Deep, Early-Stage Zits - 20 Count", "asin": "B093QN8BYD", "price": "$45.99", "delivery": "FREE delivery Mon, May 12 Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Patch | Hydrocolloid Acne Korean Spot Patch to Cover Zits, Pimples and Blemishes, for Troubled Skin and Face (Hydrocolloid, 204 Count (Pack of 2))", "asin": "B0BFWZSVJT", "price": "$21.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Salicylic Pimple Patches (120 Pack), Salicylic Acid Acne Patches with Tea Tree Oil - Zit Patch and Pimple Stickers for Face for Skin Care - Salicylic Acid Acne Dots (Packaging May Vary)", "asin": "B0BNW7WNLL", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches for Face (6 Sizes 118 Patches), Big Hydrocolloid Acne Patches, XL Hydrocolloid Bandages for Body, Cheek, Forehead, Chin, Full Face, Back, Nose", "asin": "B0DTHNCYLQ", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count", "asin": "B09C2N5K4J", "price": "$17.04", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches, 12 mm Invisible Acne Patches for Face with Salicylic Acid, 0.01cm Extra Thin Outer Edge, Hydrocolloid Zit Patch for Pustule, Whitehead, Cystic Acne Spot, 48 Count", "asin": "B0C74LKMBX", "price": "$5.59", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl Blemish Brightening Patches: Dermatologist-Recommended, Help Fade Post-Acne Dark Spots and Reduce Redness, Large Clear Patches Cover a Bigger Area, Vegan and Latex-Free, 16ct", "asin": "B0CLF3MQJ4", "price": "$9.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Pimple Patches 1Pack(102 Count) - Hydrocolloid bandages, Sticker pack for Acne, Blemishes, and Zits, (10mm*72ea+12mm*30ea)", "asin": "B08BHH75CL", "price": "$7.50", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Alba Botanica Acnedote Pimple Patches for Face - Pimple, Spot Patches - Hydrocolloid Skincare Patches - 40 Count", "asin": "B07BB4R5CQ", "price": "$8.38", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Curology Emergency Spot Pimple Patches for Face, Hydrocolloid Pimple Patches Fast-Acting, 80 Count", "asin": "B0CJ8Z98QH", "price": "$10.77", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Master Patch Intensive | Oval-Shaped Hydrocolloid Pimple Patch with Tea Tree Oil & Salicylic Acid | Quick & Easy Blemish, Zit, Spot Treatment (90 Patches (Medium, Large), 90, Count)", "asin": "B08XV28K16", "price": "$23.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean Star Pimple Patches for Face w/Hydrocolloid, Salicylic Acid & Tea Tree, 240 Patches, Hydrocolloid Acne Patch, Cute Star Pimple Patch for Healing Stickers Zit Superstar", "asin": "B0BL7VF565", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots", "asin": "B0BLHJ55LL", "price": "$16.45", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AOA Studio Absorbing Cover Healing Invisible Acne Patch Blemish Spot, Treatment, Facial Acne Patch Vegan, Cruelty Free, Hydrocolloid, Two Sizes 10mm 12mm (Total 84 Counts)", "asin": "B08S7SQHND", "price": "$9.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Variety Pack from Hero Cosmetics - Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Spot Stickers for Face and Skin, Korean Skin Care, 26 ct", "asin": "B085P3TYPS", "price": "$13.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Microdart Acne Patch (18 Patches) - Hyaluronate, Salicylic Acid, Vitamin C, Microdart Pimple Patch for Deep, Early Stage and Hidden Pimples (18 Count (Pack of 1))", "asin": "B0995JX2G3", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Acne Pimple Patches, 6 Sizes 100 Patches for Large Breakouts, Acne Patches for Face, Chin or Body, Acne Spot Treatment with Tea Tree & Calendula Oil, Hydrocolloid Bandages for Acne Skin", "asin": "B0C7TJFN34", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Pimple Patch FIT Absorbing Hydrocolloid Spot Treatment with Tea Tree Oil, Calendula Oil and Cica, Certified Vegan, Cruelty Free (FIT / 16 COUNT)", "asin": "B0959RKJCB", "price": "$14.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches (7 Sizes 112 Counts), Big Acne Patches, XL Hydrocolloid Bandages for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Oval, Moon, Square hydrocolloid Patch", "asin": "B0D1YBN8YJ", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Patches XL, FSA HSA Acne Cover Patch Large | Pimple Patches for Face Cheek & Nose (8 Count) | Large Hydrocolloid Acne Treatment with Tea Tree, Calendula, & Cica", "asin": "B0797K1KN3", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Invisible Acne Spot Patch (24 Count) Ultra Thin Hydrocolloid Spot Sticker for Day Time Acne l For Covering Zits & Blemish with Calendula, Rosehip Seed, Vegan, Cruelty Free", "asin": "B07FQXDBR6", "price": "$11.37", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-07T17:43:42.131Z", // 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": "2025-05-07T17:42:36.904Z", "action": "input", "action_argument": "acne patch"}
{"timestamp": "2025-05-07T17:42:37.026Z", "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": "acne patch"}],
"promotion_items": [{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)\nAll Skin Type96 Count (Pack of 1)", "asin": "B07G1VKCND", "price": "$16.99", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (10 Count)\nAll Skin Type10 Count (Pack of 1)", "asin": "B08H3RJ67M", "price": "$11.98", "quantity": ""},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct\nAll Skin Type30 Count (Pack of 1)", "asin": "B07FPT52DY", "price": "$4.88", "quantity": ""},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots\n72 Count (Pack of 1)", "asin": "B0BLHJ55LL", "price": "$16.45", "quantity": ""},
{"title": "", "asin": "B0D951GY7Z", "price": "", "quantity": ""},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)\nAll Skin Type1 Count (Pack of 62)", "asin": "B0DFC9FXCR", "price": "$7.99", "quantity": ""},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face\n330 Count (Pack of 1)", "asin": "B0D6WCFLSJ", "price": "$8.99", "quantity": ""},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types\n480 Count (Pack of 1)", "asin": "B0DFCJ64DH", "price": "$5.98", "quantity": ""},
{"title": "Rael Pimple Patches, Miracle Retinol Spot Cover - Hydrocolloid Acne Patch for Face, Absorbing Zits & Blemishes, PM Advanced Treatment, Facial Sticker (72 Count)\n72 Count (Pack of 1)", "asin": "B0DD1DP59Z", "price": "$19.99", "quantity": ""},
{"title": "Pimple Patches for Face: 6 Sizes Day and Night Acne Patches Heart Zit Patches - Cute Spot Stickers with Tea Tree & Centella Oil, Strong Adhesion Zit Covers (196 Count)\nAll Skin Type196 Count (Pack of 1)", "asin": "B0CZ6L4B7N", "price": "$4.99", "quantity": ""}],
"ads": [{"title": "Hero Cosmetics Mighty Patch\u2122 Original Patch - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes, Spot Stickers for Face and Skin (72 Count)", "asin": "B07B4KQVK6"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ"}],
"search_results": [{"title": "180 Counts Pimple Patches for Face Hydrocolloid Acne Patches for face Invisible Zit Patches for Face Pimple Patch Acne Spot Treatment Patch Blemish Patches Cover Patches Stickers", "asin": "B09XX7JFK8", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Microcrystal Vitamin C Dark Spot Cover - Hydrocolloid Patch with Glutathione and Niacinamide, Treatment for Post Acne, Korean Skin Care, Vegan, Cruelty Free (9 Count)", "asin": "B09C15YNVL", "price": "$11.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Original patch from Hero Cosmetics - Hydrocolloid Acne Pimple Patch for Covering Zits and Blemishes in Face and Skin, Vegan-friendly and Not Tested on Animals (36 Count)", "asin": "B074PVTPBW", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, 4 Size 300 Counts Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Tea Tree Oil & Calendula Oil", "asin": "B0CCRWC6W9", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Invisible Spot Cover - Hydrocolloid Acne Patch, Treatment for Breakouts, Absorbs Zits & Blemish, Korean Skin Care, 2 Sizes (96 Count)", "asin": "B07G1VKCND", "price": "$16.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Pimple Patch Bulk, 480 Patches 3 Size Acne Patches for Face, Hydrocolloid Spot Stickers for Covering Zits, Blemishes, and Breakouts, Suitable for All Skin Types", "asin": "B0DFCJ64DH", "price": "$5.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Star Zit Covers, Colorful Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 3 Sizes (10mm, 12mm & 14mm) |200 Count", "asin": "B0CDH47BN9", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Acne Pimple Patch Absorbing Hydrocolloid Original 3 Size Patches for Blemishes and Zits Cover, Spot Stickers for Face and Body, Not Tested on Animals (72)", "asin": "B01N8XCGIO", "price": "$12.25", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Large Pimple Patches, 60 mm XL Acne Patches, Big Hydrocolloid Bandages for Body, Face, Forehead, Chin, Neck Zit Breakouts, Hydrocolloid Patch (Square, Strip, Dot 5 Sizes 62 Count)", "asin": "B0DFC9FXCR", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Troubless Invisible Pimple Spot Patch - 96 Ultra Thin Acne Patches - Easy Peel - 2 Sizes", "asin": "B0B5QKH71C", "price": "$5.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches \u2013 300 Count 4 Sizes Non Drying Acne Patches for Face with Salicylic Acid, Tea Tree & Calendula Oil \u2013 Invisible Zit Patches for Face, Day & Night Spot Treatment", "asin": "B0DGDS12CV", "price": "$5.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Acne Spot Dots | Hydrocolloid Acne Patches | For Zits, Blemishes, & Breakouts | Vegan | Cruelty-Free | Pimple Patches | Facial Skin Care Products | 3 Sizes (7mm, 10mm, & 12mm) | 30 Ct", "asin": "B07FPT52DY", "price": "$4.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Cover Patches, FSA HSA Eligible Hydrocolloid Pimple Patches for Face with Tea Tree Oil, Korean Skincare Zit Patches for Face | FSA HSA Store Eligible Items | Vegan, Cruelty-free", "asin": "B075QNC39Q", "price": "$6.76", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patch Acne Patch, 4 Sizes 140 Patches Acne Absorbing Cover Patch, Hydrocolloid Invisible Acne Patches for Face Zit Patch Acne Dots Tea Tree, Calendula Oil", "asin": "B08GWT9DWT", "price": "$6.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Pimple Patches for Face (120 Patches), Hydrocolloid Acne Patches with Tea Tree Oil, Pimple Patch Pimple Stickers - Hydrocolloid Patch Acne Dots - Acne Pimple Patches For Face - Zit Patches", "asin": "B08628VNNK", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Absorb Zits and Blemishes, Invisible Spot Cover, Treatment for Breakouts, Acne Stickers with Salicylic Acid and Tea Tree Oil (72 Count)", "asin": "B0DSBDKKL7", "price": "$9.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches, 5 Sizes 156 Patches Big Acne Patch, 60 XL Hydrocolloid Patch for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Stirp, Square Large Hydrocolloid Bandages", "asin": "B0DG5R7HS4", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "LitBear Acne Pimple Patches- Day and Night 4 Sizes 180 Dots Thin & Thick Hydrocolloid Patches with Witch Hazel, Tea Tree & Calendula Oil, Extra Adhesion for Face Zit Patch Dots", "asin": "B09X9Y7GHF", "price": "$5.79", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AUSLKA Large Blemish Zit Patches XL - 20 Strips - Hydrocolloid Dots -Blemishes Patch - Zit Breakouts - Blemishes Stickers - Max Size", "asin": "B09MWHC4HL", "price": "$14.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Invisible+ Patch - Daytime Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Ultra Thin Spot Stickers for Face and Skin (24 Medium and 15 Small Patches)", "asin": "B07KJS13PK", "price": "$17.84", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Pimple Patch (180 Counts 4 Sizes), Invisible Hydrocolloid Acne Patch with Tea Tree Oil & Calendula Oil, Acne Spot Patch Zit Patches for Face", "asin": "B0953GSYWX", "price": "$5.94", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 40 Count Pack of 1", "asin": "B0896MFFJW", "price": "$8.52", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Neutrogena Stubborn Acne Pimple Patches, Acne Treatment for Face, Ultra-Thin Hydrocolloid Spot Stickers Provide Optimal Healing for Pimples, 24 Patches", "asin": "B09ZM939Y4", "price": "$7.97", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Micropoint\u2122 for Blemishes from Hero Cosmetics - Hydrocolloid Acne Spot Treatment Patch for Early Stage Zits and Hidden Pimples, 395 Micropoints (8 Patches)", "asin": "B0BPDBYRTZ", "price": "$11.86", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch Surface from Hero Cosmetics - Hydrocolloid Spot Patch for Body, Cheek, Forehead, and Chin, Vegan-friendly (10 Count)", "asin": "B07KJXFJHF", "price": "$17.89", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PEACE OUT Acne Healing Dots Helps Clear Blemishes Overnight, Fast Acting Hydrocolloid Pimple Patches for Breakouts with Salicylic Acid, Retinol and Aloe Vera, Award Winning Skincare Solution 40 Count", "asin": "B0BTKKLSBR", "price": "$33.00", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LE GUSHE Korean Pimple Patches for Face (132 Dots) - Hydrocolloid Acne Patches with Tea Tree Oil - Invisible Zit Stickers - Dermatologist Tested - Korean Skin Care", "asin": "B07KGCW56F", "price": "$15.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches for Face, Hydrocolloid Acne Patches, Cute Round Shape Zit Covers, Spot Stickers with Tea Tree, Salicylic Acid & Cica Oil| 2 Sizes (9mm, 12mm) |288 Count", "asin": "B0CPDPYB5Y", "price": "$6.09", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZenTroveUSA\u00ae 450 Pimple Patches for Face, 4 Size Acne Patches, Hydrocolloid Patches for Covering Zits and Blemishes, Spot Stickers with Salicylic Acid, Glycolic Acid, Tea Tree Oil and Calendula Oil", "asin": "B0D5ZXKY3M", "price": "$5.99", "delivery": "FREE delivery Tue, May 13 on $35 of items shipped by Amazon Or fastest delivery Sat, May 10"},
{"title": "272 CT Pimple Patches for Face - Variety Pack Acne Patches w/ Salicylic Acid, Tea Tree & Calendula Oil - Pimple Patches Large Zit Patches - Large Hydrocolloid Patch - Dark Spot Patches for Face, Body", "asin": "B0CB1KF6VT", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Peach Slices | Deep Blemish Microdarts | Acne Patch | Early Stage & Deep Pimples | Salicylic Acid | Tea Tree Oil | Niacinamide | Cica | Hyaluronic Acid | 9 Patches", "asin": "B08GB7XW9Y", "price": "$8.88", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Nexcare Acne Cover, Skin Cover Absorbs Pus and Oil From Clogged Pores, Suitable Skincare for Most Skin Types - 108 Acne Covers", "asin": "B07QFB8DK3", "price": "$11.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Fri, May 9"},
{"title": "Discreet Acne Pimple Patch | Spot Cover & Treatment Solution Cystic Acne & Pimple | Hydrocolloid Facial Stickers | Waterproof Patches Invisibly Cover Pimples (4packs)", "asin": "B07M8FS47M", "price": "$21.90", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Acne Patches (120 Pack), Tea Tree Oil and Hydrocolloid Pimple Patches for Face", "asin": "B08JQLYXD2", "price": "$14.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "ZitSticka Killa Acne Patches for Face - World's Most Potent Pimple Patch with Fast-Acting Microdarts - Starts Working within 2 Hours for Deep, Early-Stage Zits - 20 Count", "asin": "B093QN8BYD", "price": "$45.99", "delivery": "FREE delivery Mon, May 12 Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Patch | Hydrocolloid Acne Korean Spot Patch to Cover Zits, Pimples and Blemishes, for Troubled Skin and Face (Hydrocolloid, 204 Count (Pack of 2))", "asin": "B0BFWZSVJT", "price": "$21.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean 330 CT Pimple Patches for Face w/Salicylic Acid, Tea Tree Oil & Calendula Oil - Four Sizes - Pimple Patch, Hydrocolloid Patch, Acne Patches for Face", "asin": "B0D6WCFLSJ", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PatchRx Salicylic Pimple Patches (120 Pack), Salicylic Acid Acne Patches with Tea Tree Oil - Zit Patch and Pimple Stickers for Face for Skin Care - Salicylic Acid Acne Dots (Packaging May Vary)", "asin": "B0BNW7WNLL", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches for Face (6 Sizes 118 Patches), Big Hydrocolloid Acne Patches, XL Hydrocolloid Bandages for Body, Cheek, Forehead, Chin, Full Face, Back, Nose", "asin": "B0DTHNCYLQ", "price": "$7.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl PM Overnight Spot Patches, Advanced Hydrocolloid Healing Technology, Fragrance Free, 80 Count", "asin": "B09C2N5K4J", "price": "$17.04", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Pimple Patches, 12 mm Invisible Acne Patches for Face with Salicylic Acid, 0.01cm Extra Thin Outer Edge, Hydrocolloid Zit Patch for Pustule, Whitehead, Cystic Acne Spot, 48 Count", "asin": "B0C74LKMBX", "price": "$5.59", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "PanOxyl Blemish Brightening Patches: Dermatologist-Recommended, Help Fade Post-Acne Dark Spots and Reduce Redness, Large Clear Patches Cover a Bigger Area, Vegan and Latex-Free, 16ct", "asin": "B0CLF3MQJ4", "price": "$9.98", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "OLIVE YOUNG Care Plus Spot Pimple Patches 1Pack(102 Count) - Hydrocolloid bandages, Sticker pack for Acne, Blemishes, and Zits, (10mm*72ea+12mm*30ea)", "asin": "B08BHH75CL", "price": "$7.50", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Alba Botanica Acnedote Pimple Patches for Face - Pimple, Spot Patches - Hydrocolloid Skincare Patches - 40 Count", "asin": "B07BB4R5CQ", "price": "$8.38", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Curology Emergency Spot Pimple Patches for Face, Hydrocolloid Pimple Patches Fast-Acting, 80 Count", "asin": "B0CJ8Z98QH", "price": "$10.77", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "COSRX Master Patch Intensive | Oval-Shaped Hydrocolloid Pimple Patch with Tea Tree Oil & Salicylic Acid | Quick & Easy Blemish, Zit, Spot Treatment (90 Patches (Medium, Large), 90, Count)", "asin": "B08XV28K16", "price": "$23.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LivaClean Star Pimple Patches for Face w/Hydrocolloid, Salicylic Acid & Tea Tree, 240 Patches, Hydrocolloid Acne Patch, Cute Star Pimple Patch for Healing Stickers Zit Superstar", "asin": "B0BL7VF565", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "MAREE Star Pimple Patches for Face - Acne Patches - Natural Green Algae Extract & Tea Tree Oil - Hydrocolloid Stars Cute Zit Stickers, Parches Para Acne - 72 Marine Collagen Blemish Pimple Dots", "asin": "B0BLHJ55LL", "price": "$16.45", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AOA Studio Absorbing Cover Healing Invisible Acne Patch Blemish Spot, Treatment, Facial Acne Patch Vegan, Cruelty Free, Hydrocolloid, Two Sizes 10mm 12mm (Total 84 Counts)", "asin": "B08S7SQHND", "price": "$9.95", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Mighty Patch\u2122 Variety Pack from Hero Cosmetics - Hydrocolloid Acne Pimple Patches for Covering Zits and Blemishes, Spot Stickers for Face and Skin, Korean Skin Care, 26 ct", "asin": "B085P3TYPS", "price": "$13.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Rael Pimple Patches, Miracle Spot Control Cover - Hydrocolloid Acne Patch, Strips for Zits and Blemish, Korean Skin Care, Vegan, Cruelty Free (20 Count)", "asin": "B08H37DY6F", "price": "$19.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "Microdart Acne Patch (18 Patches) - Hyaluronate, Salicylic Acid, Vitamin C, Microdart Pimple Patch for Deep, Early Stage and Hidden Pimples (18 Count (Pack of 1))", "asin": "B0995JX2G3", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Acne Pimple Patches, 6 Sizes 100 Patches for Large Breakouts, Acne Patches for Face, Chin or Body, Acne Spot Treatment with Tea Tree & Calendula Oil, Hydrocolloid Bandages for Acne Skin", "asin": "B0C7TJFN34", "price": "$12.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Pimple Patch FIT Absorbing Hydrocolloid Spot Treatment with Tea Tree Oil, Calendula Oil and Cica, Certified Vegan, Cruelty Free (FIT / 16 COUNT)", "asin": "B0959RKJCB", "price": "$14.49", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "LitBear Large Pimple Patches (7 Sizes 112 Counts), Big Acne Patches, XL Hydrocolloid Bandages for Full Face, Forehead, Chin, Nose, Body, Back, Neck & Chest, Oval, Moon, Square hydrocolloid Patch", "asin": "B0D1YBN8YJ", "price": "$9.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Acne Patches XL, FSA HSA Acne Cover Patch Large | Pimple Patches for Face Cheek & Nose (8 Count) | Large Hydrocolloid Acne Treatment with Tea Tree, Calendula, & Cica", "asin": "B0797K1KN3", "price": "$8.99", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"},
{"title": "AVARELLE Invisible Acne Spot Patch (24 Count) Ultra Thin Hydrocolloid Spot Sticker for Day Time Acne l For Covering Zits & Blemish with Calendula, Rosehip Seed, Vegan, Cruelty Free", "asin": "B07FQXDBR6", "price": "$11.37", "delivery": "FREE delivery Mon, May 12 on $35 of items shipped by Amazon Or fastest delivery Tomorrow, May 8"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-05-07T17:43:42.131Z", // 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>
