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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
{"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
{"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
<|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": "nyx lip gloss"
}
  ],
  "cart_items": [
    {"title": "Swiffer Sweeper Wet Mopping Cloths, Mops for Floor Cleaning, Open-Window Fresh, 24 Count", "asin": "B00HZ6WFZA", "price": "$9.84", "quantity": "1"},
    {"title": "NIVEA Nourishing Botanical Blossom Body Wash with Nourishing Serum, Moisturizing Body Wash for Women, Enriched with Provitamin B5 and Vitamin E, 20 Fl Oz Bottle", "asin": "B082QBYY9V", "price": "$5.99", "quantity": "1"},
    {"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
    {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}
  ],
  "promotion_items": [
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "", "price": "$5.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$8.97", "quantity": ""},
    {"title": "e.l.f. Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Jam Session\nLiquid0.25 Fl Oz (Pack of 1)", "asin": "", "price": "$8.00", "quantity": ""},
    {"title": "", "asin": "", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0DK7TXTGY", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0BL8HXJMX", "price": "$8.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "B00ICTZ3YE", "price": "$5.97", "quantity": ""},
    {"title": "Nature Republic HONEY MELTING LIP PLUMPING (11 PINK) SOFT LIP STICK Tint & Plump Hydrating Gloss, Moisturizing balms, Volumizing formula & Sheer tint, Glowy Finish, korean make up\nCrayon0.1 Ounce (Pack of 1)", "asin": "B0CWN3MD25", "price": "$9.99", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)\nCrayon0.01 Ounce (Pack of 1)", "asin": "B0DKKYTB7T", "price": "$9.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Follow Back (Shimmering Warm Nude)",
  "asin": "B0BL8J88L1"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Missed Call (Sheer Pink)",
  "asin": "B0BL8HY2QP"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Scrollin' (Deep Caramel)",
  "asin": "B0BL9JMT13"
}
  ],
  "search_results": [
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)", "asin": "B0DK7TXTGY", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Praline (Deep Nude)", "asin": "B00ICU1JIC", "price": "$5.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)", "asin": "B0DKKYTB7T", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Pack Of 3 (Angel Food Cake, Creme Brulee, Madeleine)", "asin": "B07Y1WWJCM", "price": "$15.45", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Bubblegum Burst (Pink)", "asin": "B0DK7TJ545", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "This Is Milky Gloss, Lip Gloss with 12 Hour Hydration, Vegan - Ube Milkshake (Mauve Purple)", "asin": "B0BDP5CWYL", "price": "$8.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Lip Lacquer, Nourishing, Non-Sticky Ultra-Shine Lip Gloss With Sheer Color, Infused With Vitamins A & E, Vegan & Cruelty-Free, Whisper Pink", "asin": "B0BSR85M24", "price": "$3.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable, Pigmented Vegan Lip Balm - In A Mood", "asin": "B0CLW8HXVX", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glasting Color Gloss - K Beauty High Shine Long Lasting Lip Makeup - Non-Drying & Moisturizing - Lightweight Tinted Lip Gloss with Jojoba Oil 0.15 oz (#01 Peony Ballet)", "asin": "B0DZB7WGD2", "price": "$13.99", "delivery": "FREE delivery Apr 30 - May 6 for Prime members"},
    {"title": "5 Colors Mirror Lip Glaze, Plumping Hydrating Gloss, Long-Lasting Moisturizing Non-Sticky Oil, Quick Full Lip Color", "asin": "B0DG8Q648G", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "HONEY MELTING LIP (05 PLUM) SOFT LIP STICK, Hydrating Gloss, Moisturizing balms, Sheer tint, Shine & Glowy Finish, korean make up", "asin": "B0CKV8DCPD", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie XXL Matte Liquid Lipstick - Undress'd (Pink Nude)", "asin": "B00LMPYYPO", "price": "$9.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "8 Colors Lip Oil Lip Glaze, Soft Brush Head Hydrating Lip Glow Oil,Shiny Transparent Lip Gloss Plumping,Long Lasting Nourishing Non-sticky Fresh Clear Smooth Lip Care (Set A\uff0bB)", "asin": "B0D2N2BQL8", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Soft Matte Lip Cream, Lightweight Liquid Lipstick - Stockholm (Mid-Tone Beige Pink)", "asin": "B004LXJO68", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Shine Loud, Long-Lasting Liquid Lipstick with Clear Lip Gloss - Cash Flow (Light Dusty Rose)", "asin": "B08VJ91BKW", "price": "$11.96", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
    {"title": "Hydrating Lip Oil, Big Brush Head Lip Glaze Shiny Transparent Lip Glow Oil, Nourishing & Non-sticky Long Lasting Fresh Clear Smooth Lip Care Plumping Lip Oil (Set A)", "asin": "B0D8JHGNP8", "price": "$7.85", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Divine Wine", "asin": "B0DH69RTG3", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 200 Crystal Clear, 0.13 oz", "asin": "B07QGXCG6W", "price": "$7.83", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Stain Lip Oil Plumping Lip Tint Moisturizing Lip Gloss, Transparent Lip Balm Care Stick Nourishing Repairing Non-sticky, Moisture&Lighten Lip Lines", "asin": "B0BQ6LHFS2", "price": "$7.19", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "6Pcs Matte Liquid Lipstick Makeup Set, Matte liquid Long-Lasting Wear Non-Stick Cup Not Fade Waterproof Lip Gloss (Set A)", "asin": "B083QNQQP9", "price": "$7.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump High Pigment Lip Gloss, Lip Plumper Gloss with Spicy Ginger - Clearly Spicy", "asin": "B0CM54F3J1", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - Cheap Fills (Bronze Gold)", "asin": "B07SC5C5B1", "price": "$11.49", "delivery": "$5.48 delivery Fri, Apr 25 Only 10 left in stock - order soon."},
    {"title": "Slim Lip Pencil (Espresso) + Butter Gloss (Sugar Glass, Clear), 3-Pack Bundle", "asin": "B0B57VJGNR", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Bling Lip Gloss, Non Sticky and Shiny Vegan Lip Makeup - Shimmer Down", "asin": "B0CYKQGWYW", "price": "$6.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "VARIETY SET OF 5 NK Hydrating Lip Gel - Vitamin E (Clear, Rosehip Oil, Bubble Gum, Cherry, Strawberry)", "asin": "B081C6PXZJ", "price": "$7.70", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Super Lustrous Glass Shine Balm, Hydrating Tinted Lipstick, Sheer, Glossy Shiny Finish, 008 Rum Raisin, 0.11 oz", "asin": "B0DHYFX26G", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Propolis Jelly Tinted Lip Balm - Cherry Pie, Hydrating Lip Gloss with Manuka Honey & Hyaluronic Acid, Gifts for Women, Korean Skin Care, 0.3 fl.oz.", "asin": "B0DW3MTJXG", "price": "$16.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Powder Puff Lippie Lip Cream, Liquid Lipstick - Prank Call (Burgundy)", "asin": "B07KBK7SHC", "price": "$7.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "NYX Butter Lip Gloss Set 3 (Creme Brulee, Angel Food Cake and Ginger Snap)", "asin": "B017YFTPMW", "price": "$30.54", "delivery": "FREE delivery Thu, Apr 24 for Prime members Only 5 left in stock - order soon."},
    {"title": "Smooth Whip Matte Lip Cream, Long Lasting, Moisturizing, Vegan Liquid Lipstick - Teddy Fluff (Midtone Pinky Brown)", "asin": "B0BGYCKQ2G", "price": "$6.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "MegaSlicks Lip Gloss, Ultra-Glossy, Vitamin-E Enriched, Ultra-Gloss High Shine Moisturizing, Cruelty-Free & Vegan - Nude Mood", "asin": "B09NWL8171", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie Glitter, Lip Gloss - Spirit (Nude Pink)", "asin": "B07DBTMK25", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Gloss - Clear", "asin": "B07G79N89M", "price": "$6.88", "delivery": " Two-Day FREE delivery Sun, Apr 20 Only 5 left in stock - order soon."},
    {"title": "Filler Instinct Plumping Lip Color, Lip Balm - Beach Casual (Nude Pink)", "asin": "B086LJM3Y9", "price": "$7.99", "delivery": "FREE delivery Apr 23 - 25 Or fastest delivery Apr 21 - 22"},
    {"title": "High Shine Shea Butter Lip Gloss, Baby Cakes, 0.14 Oz", "asin": "B015RPE1N4", "price": "$3.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - New Money (Copper Gold)", "asin": "B07SB2LG6T", "price": "$7.95", "delivery": "$5.48 delivery Fri, Apr 25"},
    {"title": "Fat Oil Chillz, Moisturizing, Shiny and Vegan Tinted Lip Gloss - Kiwi Freeze (Sheer Green)", "asin": "B0DWB6F67F", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Squeeze Me Lip Balm, Moisturizing Lip Balm For A Sheer Tint Of Color, Infused With Hyaluronic Acid, Vegan & Cruelty-free, Strawberry", "asin": "B0C7W6GW8P", "price": "$4.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Clean Fresh Yummy Gloss \u2013 Lip Gloss, Sheer, Natural Scents, Vegan Formula - Let\u2019s Get Fizzical", "asin": "B0BBSR6KKC", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Big Brush Head Lip Oil, Ultra-Hydrating & Nourishing, Smooth Glossy Finish Lip Glow Oil, Shiny and Vegan Tinted Lip Gloss, Non-Sticky Formula (1, 101# MEET)", "asin": "B0C2SRQL9J", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Lip Trio, Gift Set", "asin": "B0BNC8Y5V3", "price": "$16.99", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "#THISISEVERYTHING Lip Oil, Lip Gloss - Sheer Berry", "asin": "B07KBH5WKW", "price": "$8.99", "delivery": "$5.48 delivery Fri, Apr 25 Only 19 left in stock - order soon."},
    {"title": "Mega Shine Lip Gloss, Baby Rose, 0.37 Ounce", "asin": "B004LXL3T4", "price": "$9.99", "delivery": "FREE delivery Apr 25 - 29 Or fastest delivery Wed, Apr 23"},
    {"title": "Duo Chromatic Lip Gloss - Fairplay, Sheer Base With Gold/Coral Duo Chromatic Pearls", "asin": "B078J86JTQ", "price": "$6.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Push-Up Long Lasting Plumping Lipstick - Exotic (Warm Mahogany Red)", "asin": "B07SB2N2TC", "price": "$9.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Candy Coded", "asin": "B0DH62626H", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items Arrives before Easter"},
    {"title": "Lip Lingerie Shimmer, Lip Gloss - Spirit (Nude Pink)", "asin": "B07G7LBRV6", "price": "$4.45", "delivery": "$5.48 delivery Fri, Apr 25 Only 5 left in stock - order soon."},
    {"title": "3 Colors Duck Lip Plumper Gloss,High Pigment Plumping Lip Gloss,Hydrating Lip Glow Oil, Lip Balm for women, Vegan Lip Makeup,Lip Stick Set for Women.Lip Care Oil Set.(Set A)", "asin": "B0DB12Z7LS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Stay Glossy Lip Gloss - Non-Sticky and Lightweight Formula for Lip Color and Shine - 130 Blushing Belgraves, .18oz", "asin": "B00Q26VWZI", "price": "$3.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Intense Butter Gloss, Blueberry Tart, 0.27 Fluid Ounce", "asin": "B01EC25KM4", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Only 11 left in stock - order soon."},
    {"title": "Intense Butter Gloss, Black Cherry", "asin": "B00TJRO3GC", "price": "$7.99", "delivery": "$5.48 delivery Wed, Apr 23 Only 1 left in stock - order soon."},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable Pigmented Vegan Lip Balm - Group Chat (Nude)", "asin": "B0DX2MYVL7", "price": "$11.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Candy Slick Glowy Lip Color Gloss - Jawbreaker (Red)", "asin": "B07KBBSF6T", "price": "$6.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Arrives before Easter"},
    {"title": "Soft Matte Lip Cream, Paris", "asin": "B01BJ6XCQC", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Plumping Gloss, Hydrating, Nourishing, Invigorating, High-Shine, Plumps, Volumizes, Cools, Soothes, Shimmer, Pink Cosmo 8 Ounce 0.1 Fl Oz", "asin": "B074G382ZR", "price": "$7.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Gloss Butter Bomb Gloss Non-Sticky Lip Gloss Vitamin E Natural Nude Lip Makeup -7.8mL (0.26 US fl.oz) (Nude)", "asin": "B08VYD83PK", "price": "$4.09", "delivery": "FREE delivery Mon, Apr 21"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (10 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B09DMGWJKY", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 215 Super Natural, 0.13 oz", "asin": "B00CMU36GQ", "price": "$6.18", "delivery": " FREE delivery Today 1 PM - 3 PM on orders over $50 Or FREE pickup"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-18T17:23:21.840Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
{"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
{"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
<|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": "nyx lip gloss"
}
  ],
  "cart_items": [
    {"title": "Swiffer Sweeper Wet Mopping Cloths, Mops for Floor Cleaning, Open-Window Fresh, 24 Count", "asin": "B00HZ6WFZA", "price": "$9.84", "quantity": "1"},
    {"title": "NIVEA Nourishing Botanical Blossom Body Wash with Nourishing Serum, Moisturizing Body Wash for Women, Enriched with Provitamin B5 and Vitamin E, 20 Fl Oz Bottle", "asin": "B082QBYY9V", "price": "$5.99", "quantity": "1"},
    {"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
    {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}
  ],
  "promotion_items": [
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "", "price": "$5.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$8.97", "quantity": ""},
    {"title": "e.l.f. Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Jam Session\nLiquid0.25 Fl Oz (Pack of 1)", "asin": "", "price": "$8.00", "quantity": ""},
    {"title": "", "asin": "", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0DK7TXTGY", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0BL8HXJMX", "price": "$8.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "B00ICTZ3YE", "price": "$5.97", "quantity": ""},
    {"title": "Nature Republic HONEY MELTING LIP PLUMPING (11 PINK) SOFT LIP STICK Tint & Plump Hydrating Gloss, Moisturizing balms, Volumizing formula & Sheer tint, Glowy Finish, korean make up\nCrayon0.1 Ounce (Pack of 1)", "asin": "B0CWN3MD25", "price": "$9.99", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)\nCrayon0.01 Ounce (Pack of 1)", "asin": "B0DKKYTB7T", "price": "$9.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Follow Back (Shimmering Warm Nude)",
  "asin": "B0BL8J88L1"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Missed Call (Sheer Pink)",
  "asin": "B0BL8HY2QP"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Scrollin' (Deep Caramel)",
  "asin": "B0BL9JMT13"
}
  ],
  "search_results": [
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)", "asin": "B0DK7TXTGY", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Praline (Deep Nude)", "asin": "B00ICU1JIC", "price": "$5.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)", "asin": "B0DKKYTB7T", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Pack Of 3 (Angel Food Cake, Creme Brulee, Madeleine)", "asin": "B07Y1WWJCM", "price": "$15.45", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Bubblegum Burst (Pink)", "asin": "B0DK7TJ545", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "This Is Milky Gloss, Lip Gloss with 12 Hour Hydration, Vegan - Ube Milkshake (Mauve Purple)", "asin": "B0BDP5CWYL", "price": "$8.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Lip Lacquer, Nourishing, Non-Sticky Ultra-Shine Lip Gloss With Sheer Color, Infused With Vitamins A & E, Vegan & Cruelty-Free, Whisper Pink", "asin": "B0BSR85M24", "price": "$3.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable, Pigmented Vegan Lip Balm - In A Mood", "asin": "B0CLW8HXVX", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glasting Color Gloss - K Beauty High Shine Long Lasting Lip Makeup - Non-Drying & Moisturizing - Lightweight Tinted Lip Gloss with Jojoba Oil 0.15 oz (#01 Peony Ballet)", "asin": "B0DZB7WGD2", "price": "$13.99", "delivery": "FREE delivery Apr 30 - May 6 for Prime members"},
    {"title": "5 Colors Mirror Lip Glaze, Plumping Hydrating Gloss, Long-Lasting Moisturizing Non-Sticky Oil, Quick Full Lip Color", "asin": "B0DG8Q648G", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "HONEY MELTING LIP (05 PLUM) SOFT LIP STICK, Hydrating Gloss, Moisturizing balms, Sheer tint, Shine & Glowy Finish, korean make up", "asin": "B0CKV8DCPD", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie XXL Matte Liquid Lipstick - Undress'd (Pink Nude)", "asin": "B00LMPYYPO", "price": "$9.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "8 Colors Lip Oil Lip Glaze, Soft Brush Head Hydrating Lip Glow Oil,Shiny Transparent Lip Gloss Plumping,Long Lasting Nourishing Non-sticky Fresh Clear Smooth Lip Care (Set A\uff0bB)", "asin": "B0D2N2BQL8", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Soft Matte Lip Cream, Lightweight Liquid Lipstick - Stockholm (Mid-Tone Beige Pink)", "asin": "B004LXJO68", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Shine Loud, Long-Lasting Liquid Lipstick with Clear Lip Gloss - Cash Flow (Light Dusty Rose)", "asin": "B08VJ91BKW", "price": "$11.96", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
    {"title": "Hydrating Lip Oil, Big Brush Head Lip Glaze Shiny Transparent Lip Glow Oil, Nourishing & Non-sticky Long Lasting Fresh Clear Smooth Lip Care Plumping Lip Oil (Set A)", "asin": "B0D8JHGNP8", "price": "$7.85", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Divine Wine", "asin": "B0DH69RTG3", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 200 Crystal Clear, 0.13 oz", "asin": "B07QGXCG6W", "price": "$7.83", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Stain Lip Oil Plumping Lip Tint Moisturizing Lip Gloss, Transparent Lip Balm Care Stick Nourishing Repairing Non-sticky, Moisture&Lighten Lip Lines", "asin": "B0BQ6LHFS2", "price": "$7.19", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "6Pcs Matte Liquid Lipstick Makeup Set, Matte liquid Long-Lasting Wear Non-Stick Cup Not Fade Waterproof Lip Gloss (Set A)", "asin": "B083QNQQP9", "price": "$7.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump High Pigment Lip Gloss, Lip Plumper Gloss with Spicy Ginger - Clearly Spicy", "asin": "B0CM54F3J1", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - Cheap Fills (Bronze Gold)", "asin": "B07SC5C5B1", "price": "$11.49", "delivery": "$5.48 delivery Fri, Apr 25 Only 10 left in stock - order soon."},
    {"title": "Slim Lip Pencil (Espresso) + Butter Gloss (Sugar Glass, Clear), 3-Pack Bundle", "asin": "B0B57VJGNR", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Bling Lip Gloss, Non Sticky and Shiny Vegan Lip Makeup - Shimmer Down", "asin": "B0CYKQGWYW", "price": "$6.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "VARIETY SET OF 5 NK Hydrating Lip Gel - Vitamin E (Clear, Rosehip Oil, Bubble Gum, Cherry, Strawberry)", "asin": "B081C6PXZJ", "price": "$7.70", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Super Lustrous Glass Shine Balm, Hydrating Tinted Lipstick, Sheer, Glossy Shiny Finish, 008 Rum Raisin, 0.11 oz", "asin": "B0DHYFX26G", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Propolis Jelly Tinted Lip Balm - Cherry Pie, Hydrating Lip Gloss with Manuka Honey & Hyaluronic Acid, Gifts for Women, Korean Skin Care, 0.3 fl.oz.", "asin": "B0DW3MTJXG", "price": "$16.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Powder Puff Lippie Lip Cream, Liquid Lipstick - Prank Call (Burgundy)", "asin": "B07KBK7SHC", "price": "$7.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "NYX Butter Lip Gloss Set 3 (Creme Brulee, Angel Food Cake and Ginger Snap)", "asin": "B017YFTPMW", "price": "$30.54", "delivery": "FREE delivery Thu, Apr 24 for Prime members Only 5 left in stock - order soon."},
    {"title": "Smooth Whip Matte Lip Cream, Long Lasting, Moisturizing, Vegan Liquid Lipstick - Teddy Fluff (Midtone Pinky Brown)", "asin": "B0BGYCKQ2G", "price": "$6.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "MegaSlicks Lip Gloss, Ultra-Glossy, Vitamin-E Enriched, Ultra-Gloss High Shine Moisturizing, Cruelty-Free & Vegan - Nude Mood", "asin": "B09NWL8171", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie Glitter, Lip Gloss - Spirit (Nude Pink)", "asin": "B07DBTMK25", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Gloss - Clear", "asin": "B07G79N89M", "price": "$6.88", "delivery": " Two-Day FREE delivery Sun, Apr 20 Only 5 left in stock - order soon."},
    {"title": "Filler Instinct Plumping Lip Color, Lip Balm - Beach Casual (Nude Pink)", "asin": "B086LJM3Y9", "price": "$7.99", "delivery": "FREE delivery Apr 23 - 25 Or fastest delivery Apr 21 - 22"},
    {"title": "High Shine Shea Butter Lip Gloss, Baby Cakes, 0.14 Oz", "asin": "B015RPE1N4", "price": "$3.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - New Money (Copper Gold)", "asin": "B07SB2LG6T", "price": "$7.95", "delivery": "$5.48 delivery Fri, Apr 25"},
    {"title": "Fat Oil Chillz, Moisturizing, Shiny and Vegan Tinted Lip Gloss - Kiwi Freeze (Sheer Green)", "asin": "B0DWB6F67F", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Squeeze Me Lip Balm, Moisturizing Lip Balm For A Sheer Tint Of Color, Infused With Hyaluronic Acid, Vegan & Cruelty-free, Strawberry", "asin": "B0C7W6GW8P", "price": "$4.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Clean Fresh Yummy Gloss \u2013 Lip Gloss, Sheer, Natural Scents, Vegan Formula - Let\u2019s Get Fizzical", "asin": "B0BBSR6KKC", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Big Brush Head Lip Oil, Ultra-Hydrating & Nourishing, Smooth Glossy Finish Lip Glow Oil, Shiny and Vegan Tinted Lip Gloss, Non-Sticky Formula (1, 101# MEET)", "asin": "B0C2SRQL9J", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Lip Trio, Gift Set", "asin": "B0BNC8Y5V3", "price": "$16.99", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "#THISISEVERYTHING Lip Oil, Lip Gloss - Sheer Berry", "asin": "B07KBH5WKW", "price": "$8.99", "delivery": "$5.48 delivery Fri, Apr 25 Only 19 left in stock - order soon."},
    {"title": "Mega Shine Lip Gloss, Baby Rose, 0.37 Ounce", "asin": "B004LXL3T4", "price": "$9.99", "delivery": "FREE delivery Apr 25 - 29 Or fastest delivery Wed, Apr 23"},
    {"title": "Duo Chromatic Lip Gloss - Fairplay, Sheer Base With Gold/Coral Duo Chromatic Pearls", "asin": "B078J86JTQ", "price": "$6.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Push-Up Long Lasting Plumping Lipstick - Exotic (Warm Mahogany Red)", "asin": "B07SB2N2TC", "price": "$9.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Candy Coded", "asin": "B0DH62626H", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items Arrives before Easter"},
    {"title": "Lip Lingerie Shimmer, Lip Gloss - Spirit (Nude Pink)", "asin": "B07G7LBRV6", "price": "$4.45", "delivery": "$5.48 delivery Fri, Apr 25 Only 5 left in stock - order soon."},
    {"title": "3 Colors Duck Lip Plumper Gloss,High Pigment Plumping Lip Gloss,Hydrating Lip Glow Oil, Lip Balm for women, Vegan Lip Makeup,Lip Stick Set for Women.Lip Care Oil Set.(Set A)", "asin": "B0DB12Z7LS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Stay Glossy Lip Gloss - Non-Sticky and Lightweight Formula for Lip Color and Shine - 130 Blushing Belgraves, .18oz", "asin": "B00Q26VWZI", "price": "$3.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Intense Butter Gloss, Blueberry Tart, 0.27 Fluid Ounce", "asin": "B01EC25KM4", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Only 11 left in stock - order soon."},
    {"title": "Intense Butter Gloss, Black Cherry", "asin": "B00TJRO3GC", "price": "$7.99", "delivery": "$5.48 delivery Wed, Apr 23 Only 1 left in stock - order soon."},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable Pigmented Vegan Lip Balm - Group Chat (Nude)", "asin": "B0DX2MYVL7", "price": "$11.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Candy Slick Glowy Lip Color Gloss - Jawbreaker (Red)", "asin": "B07KBBSF6T", "price": "$6.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Arrives before Easter"},
    {"title": "Soft Matte Lip Cream, Paris", "asin": "B01BJ6XCQC", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Plumping Gloss, Hydrating, Nourishing, Invigorating, High-Shine, Plumps, Volumizes, Cools, Soothes, Shimmer, Pink Cosmo 8 Ounce 0.1 Fl Oz", "asin": "B074G382ZR", "price": "$7.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Gloss Butter Bomb Gloss Non-Sticky Lip Gloss Vitamin E Natural Nude Lip Makeup -7.8mL (0.26 US fl.oz) (Nude)", "asin": "B08VYD83PK", "price": "$4.09", "delivery": "FREE delivery Mon, Apr 21"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (10 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B09DMGWJKY", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 215 Super Natural, 0.13 oz", "asin": "B00CMU36GQ", "price": "$6.18", "delivery": " FREE delivery Today 1 PM - 3 PM on orders over $50 Or FREE pickup"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-18T17:23:21.840Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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

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

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

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

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

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

<|memory_start|>
{"timestamp": "2025-04-18T17:00:20.630Z", "action": "click_product", "action_argument": "B082QBYY9V"}
{"timestamp": "2025-04-18T17:00:37.181Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:03:39.972Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:06:23.347Z", "action": "click", "action_argument": "filter"}
{"timestamp": "2025-04-18T17:12:49.599Z", "action": "input", "action_argument": "cascade dishwasher pods"}
{"timestamp": "2025-04-18T17:17:21.153Z", "action": "purchase", "action_argument": "B082QBYY9V"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-18T17:18:01.874Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:19:28.274Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:20:15.870Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-18T17:21:51.358Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:21:54.524Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:02.511Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:03.991Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:05.409Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:13.442Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:14.149Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-18T17:22:31.680Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-18T17:22:50.944Z", "action": "input", "action_argument": "nyx lip gloss"}
<|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": "nyx lip gloss"
}
  ],
  "cart_items": [
    {"title": "Swiffer Sweeper Wet Mopping Cloths, Mops for Floor Cleaning, Open-Window Fresh, 24 Count", "asin": "B00HZ6WFZA", "price": "$9.84", "quantity": "1"},
    {"title": "NIVEA Nourishing Botanical Blossom Body Wash with Nourishing Serum, Moisturizing Body Wash for Women, Enriched with Provitamin B5 and Vitamin E, 20 Fl Oz Bottle", "asin": "B082QBYY9V", "price": "$5.99", "quantity": "1"},
    {"title": "Cat6a Ethernet Cable Slim 35ft Outdoor&Indoor, 28AWG Pure Copper Cat6 Internet Cable for Waterproof & Direct Burial, Flexible Cat6 Ethernet Cable 10G 550MHZ, Cat 6 Network cable for Indoor Black", "asin": "B0D9GHGYDV", "price": "$6.99", "quantity": "1"},
    {"title": "DEFACE Cat 8 Ethernet Cable 40 Ft Cat8 Internet Cable Flat Gigabit High Speed Shielded RJ45 LAN Cable for PS4, Xbox, Router, Modem, Gaming, White", "asin": "B084VPY8FN", "price": "$15.59", "quantity": "1"}
  ],
  "promotion_items": [
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "", "price": "$5.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "", "price": "$8.97", "quantity": ""},
    {"title": "e.l.f. Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Jam Session\nLiquid0.25 Fl Oz (Pack of 1)", "asin": "", "price": "$8.00", "quantity": ""},
    {"title": "", "asin": "", "price": "", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0DK7TXTGY", "price": "$11.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)\nLiquid0.16 Fl Oz (Pack of 1)", "asin": "B0BL8HXJMX", "price": "$8.97", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Butter Gloss, Non-Sticky Lip Gloss - Angel Food Cake (True Mauve)\nLiquid0.27 Fl Oz (Pack of 1)", "asin": "B00ICTZ3YE", "price": "$5.97", "quantity": ""},
    {"title": "Nature Republic HONEY MELTING LIP PLUMPING (11 PINK) SOFT LIP STICK Tint & Plump Hydrating Gloss, Moisturizing balms, Volumizing formula & Sheer tint, Glowy Finish, korean make up\nCrayon0.1 Ounce (Pack of 1)", "asin": "B0CWN3MD25", "price": "$9.99", "quantity": ""},
    {"title": "NYX PROFESSIONAL MAKEUP Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)\nCrayon0.01 Ounce (Pack of 1)", "asin": "B0DKKYTB7T", "price": "$9.99", "quantity": ""}
  ],
  "ads": [
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Follow Back (Shimmering Warm Nude)",
  "asin": "B0BL8J88L1"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Missed Call (Sheer Pink)",
  "asin": "B0BL8HY2QP"
},
    {
  "title": "NYX PROFESSIONAL MAKEUP Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Scrollin' (Deep Caramel)",
  "asin": "B0BL9JMT13"
}
  ],
  "search_results": [
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Hydra Honey (Brown)", "asin": "B0DK7TXTGY", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Praline (Deep Nude)", "asin": "B00ICU1JIC", "price": "$5.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump Plumping Lip Liner, Matte Pencil With Up To 10HR Wear, Subtle Touch (Deep Nude Lip Liner)", "asin": "B0DKKYTB7T", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss, Non-Sticky Lip Gloss - Pack Of 3 (Angel Food Cake, Creme Brulee, Madeleine)", "asin": "B07Y1WWJCM", "price": "$15.45", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Lip Drip, Moisturizing Lip Oil Gloss, Vegan Tinted Formula, Up to 12 HR Hydration - Newsfeed (Rose Nude)", "asin": "B0BL8HXJMX", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip IV Hydrating Glossy Lip Stain with 12HR Hydration - Bubblegum Burst (Pink)", "asin": "B0DK7TJ545", "price": "$11.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "This Is Milky Gloss, Lip Gloss with 12 Hour Hydration, Vegan - Ube Milkshake (Mauve Purple)", "asin": "B0BDP5CWYL", "price": "$8.48", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Lip Lacquer, Nourishing, Non-Sticky Ultra-Shine Lip Gloss With Sheer Color, Infused With Vitamins A & E, Vegan & Cruelty-Free, Whisper Pink", "asin": "B0BSR85M24", "price": "$3.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable, Pigmented Vegan Lip Balm - In A Mood", "asin": "B0CLW8HXVX", "price": "$10.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glasting Color Gloss - K Beauty High Shine Long Lasting Lip Makeup - Non-Drying & Moisturizing - Lightweight Tinted Lip Gloss with Jojoba Oil 0.15 oz (#01 Peony Ballet)", "asin": "B0DZB7WGD2", "price": "$13.99", "delivery": "FREE delivery Apr 30 - May 6 for Prime members"},
    {"title": "5 Colors Mirror Lip Glaze, Plumping Hydrating Gloss, Long-Lasting Moisturizing Non-Sticky Oil, Quick Full Lip Color", "asin": "B0DG8Q648G", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "HONEY MELTING LIP (05 PLUM) SOFT LIP STICK, Hydrating Gloss, Moisturizing balms, Sheer tint, Shine & Glowy Finish, korean make up", "asin": "B0CKV8DCPD", "price": "$9.99", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie XXL Matte Liquid Lipstick - Undress'd (Pink Nude)", "asin": "B00LMPYYPO", "price": "$9.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "8 Colors Lip Oil Lip Glaze, Soft Brush Head Hydrating Lip Glow Oil,Shiny Transparent Lip Gloss Plumping,Long Lasting Nourishing Non-sticky Fresh Clear Smooth Lip Care (Set A\uff0bB)", "asin": "B0D2N2BQL8", "price": "$12.85", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Soft Matte Lip Cream, Lightweight Liquid Lipstick - Stockholm (Mid-Tone Beige Pink)", "asin": "B004LXJO68", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing Tinted Lip Oil For A High-shine Finish, Infused With Jojoba Oil, Vegan & Cruelty-free, Rose Envy", "asin": "B0CMJZ8G6Y", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Shine Loud, Long-Lasting Liquid Lipstick with Clear Lip Gloss - Cash Flow (Light Dusty Rose)", "asin": "B08VJ91BKW", "price": "$11.96", "delivery": "FREE delivery Tue, Apr 22 for Prime members"},
    {"title": "Hydrating Lip Oil, Big Brush Head Lip Glaze Shiny Transparent Lip Glow Oil, Nourishing & Non-sticky Long Lasting Fresh Clear Smooth Lip Care Plumping Lip Oil (Set A)", "asin": "B0D8JHGNP8", "price": "$7.85", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Divine Wine", "asin": "B0DH69RTG3", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 200 Crystal Clear, 0.13 oz", "asin": "B07QGXCG6W", "price": "$7.83", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Stain Lip Oil Plumping Lip Tint Moisturizing Lip Gloss, Transparent Lip Balm Care Stick Nourishing Repairing Non-sticky, Moisture&Lighten Lip Lines", "asin": "B0BQ6LHFS2", "price": "$7.19", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "6Pcs Matte Liquid Lipstick Makeup Set, Matte liquid Long-Lasting Wear Non-Stick Cup Not Fade Waterproof Lip Gloss (Set A)", "asin": "B083QNQQP9", "price": "$7.64", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Duck Plump High Pigment Lip Gloss, Lip Plumper Gloss with Spicy Ginger - Clearly Spicy", "asin": "B0CM54F3J1", "price": "$12.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - Cheap Fills (Bronze Gold)", "asin": "B07SC5C5B1", "price": "$11.49", "delivery": "$5.48 delivery Fri, Apr 25 Only 10 left in stock - order soon."},
    {"title": "Slim Lip Pencil (Espresso) + Butter Gloss (Sugar Glass, Clear), 3-Pack Bundle", "asin": "B0B57VJGNR", "price": "$15.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Bling Lip Gloss, Non Sticky and Shiny Vegan Lip Makeup - Shimmer Down", "asin": "B0CYKQGWYW", "price": "$6.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "VARIETY SET OF 5 NK Hydrating Lip Gel - Vitamin E (Clear, Rosehip Oil, Bubble Gum, Cherry, Strawberry)", "asin": "B081C6PXZJ", "price": "$7.70", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Super Lustrous Glass Shine Balm, Hydrating Tinted Lipstick, Sheer, Glossy Shiny Finish, 008 Rum Raisin, 0.11 oz", "asin": "B0DHYFX26G", "price": "$8.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Propolis Jelly Tinted Lip Balm - Cherry Pie, Hydrating Lip Gloss with Manuka Honey & Hyaluronic Acid, Gifts for Women, Korean Skin Care, 0.3 fl.oz.", "asin": "B0DW3MTJXG", "price": "$16.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Powder Puff Lippie Lip Cream, Liquid Lipstick - Prank Call (Burgundy)", "asin": "B07KBK7SHC", "price": "$7.71", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "NYX Butter Lip Gloss Set 3 (Creme Brulee, Angel Food Cake and Ginger Snap)", "asin": "B017YFTPMW", "price": "$30.54", "delivery": "FREE delivery Thu, Apr 24 for Prime members Only 5 left in stock - order soon."},
    {"title": "Smooth Whip Matte Lip Cream, Long Lasting, Moisturizing, Vegan Liquid Lipstick - Teddy Fluff (Midtone Pinky Brown)", "asin": "B0BGYCKQ2G", "price": "$6.92", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "MegaSlicks Lip Gloss, Ultra-Glossy, Vitamin-E Enriched, Ultra-Gloss High Shine Moisturizing, Cruelty-Free & Vegan - Nude Mood", "asin": "B09NWL8171", "price": "$2.28", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Lingerie Glitter, Lip Gloss - Spirit (Nude Pink)", "asin": "B07DBTMK25", "price": "$12.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Gloss - Clear", "asin": "B07G79N89M", "price": "$6.88", "delivery": " Two-Day FREE delivery Sun, Apr 20 Only 5 left in stock - order soon."},
    {"title": "Filler Instinct Plumping Lip Color, Lip Balm - Beach Casual (Nude Pink)", "asin": "B086LJM3Y9", "price": "$7.99", "delivery": "FREE delivery Apr 23 - 25 Or fastest delivery Apr 21 - 22"},
    {"title": "High Shine Shea Butter Lip Gloss, Baby Cakes, 0.14 Oz", "asin": "B015RPE1N4", "price": "$3.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Filler Instinct Plumping Lip Polish, Lip Plumper Gloss - New Money (Copper Gold)", "asin": "B07SB2LG6T", "price": "$7.95", "delivery": "$5.48 delivery Fri, Apr 25"},
    {"title": "Fat Oil Chillz, Moisturizing, Shiny and Vegan Tinted Lip Gloss - Kiwi Freeze (Sheer Green)", "asin": "B0DWB6F67F", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Squeeze Me Lip Balm, Moisturizing Lip Balm For A Sheer Tint Of Color, Infused With Hyaluronic Acid, Vegan & Cruelty-free, Strawberry", "asin": "B0C7W6GW8P", "price": "$4.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Clean Fresh Yummy Gloss \u2013 Lip Gloss, Sheer, Natural Scents, Vegan Formula - Let\u2019s Get Fizzical", "asin": "B0BBSR6KKC", "price": "$8.98", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Big Brush Head Lip Oil, Ultra-Hydrating & Nourishing, Smooth Glossy Finish Lip Glow Oil, Shiny and Vegan Tinted Lip Gloss, Non-Sticky Formula (1, 101# MEET)", "asin": "B0C2SRQL9J", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Butter Gloss Lip Trio, Gift Set", "asin": "B0BNC8Y5V3", "price": "$16.99", "delivery": " Two-Day FREE delivery Sun, Apr 20"},
    {"title": "#THISISEVERYTHING Lip Oil, Lip Gloss - Sheer Berry", "asin": "B07KBH5WKW", "price": "$8.99", "delivery": "$5.48 delivery Fri, Apr 25 Only 19 left in stock - order soon."},
    {"title": "Mega Shine Lip Gloss, Baby Rose, 0.37 Ounce", "asin": "B004LXL3T4", "price": "$9.99", "delivery": "FREE delivery Apr 25 - 29 Or fastest delivery Wed, Apr 23"},
    {"title": "Duo Chromatic Lip Gloss - Fairplay, Sheer Base With Gold/Coral Duo Chromatic Pearls", "asin": "B078J86JTQ", "price": "$6.88", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Lingerie Push-Up Long Lasting Plumping Lipstick - Exotic (Warm Mahogany Red)", "asin": "B07SB2N2TC", "price": "$9.77", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (8 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B08GSTZ7ZW", "price": "$8.39", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Glow Reviver Lip Oil, Nourishing and Hydrating with High-Shine Glimmer Finish & Sheer Wash Of Color, Minty Scent, Non-Sticky, Vegan & Cruelty-free, Candy Coded", "asin": "B0DH62626H", "price": "$8.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items Arrives before Easter"},
    {"title": "Lip Lingerie Shimmer, Lip Gloss - Spirit (Nude Pink)", "asin": "B07G7LBRV6", "price": "$4.45", "delivery": "$5.48 delivery Fri, Apr 25 Only 5 left in stock - order soon."},
    {"title": "3 Colors Duck Lip Plumper Gloss,High Pigment Plumping Lip Gloss,Hydrating Lip Glow Oil, Lip Balm for women, Vegan Lip Makeup,Lip Stick Set for Women.Lip Care Oil Set.(Set A)", "asin": "B0DB12Z7LS", "price": "$6.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Stay Glossy Lip Gloss - Non-Sticky and Lightweight Formula for Lip Color and Shine - 130 Blushing Belgraves, .18oz", "asin": "B00Q26VWZI", "price": "$3.97", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Intense Butter Gloss, Blueberry Tart, 0.27 Fluid Ounce", "asin": "B01EC25KM4", "price": "$6.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Only 11 left in stock - order soon."},
    {"title": "Intense Butter Gloss, Black Cherry", "asin": "B00TJRO3GC", "price": "$7.99", "delivery": "$5.48 delivery Wed, Apr 23 Only 1 left in stock - order soon."},
    {"title": "Fat Oil Slick Click, Lightweight, Buildable Pigmented Vegan Lip Balm - Group Chat (Nude)", "asin": "B0DX2MYVL7", "price": "$11.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Candy Slick Glowy Lip Color Gloss - Jawbreaker (Red)", "asin": "B07KBBSF6T", "price": "$6.50", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Arrives before Easter"},
    {"title": "Soft Matte Lip Cream, Paris", "asin": "B01BJ6XCQC", "price": "$8.00", "delivery": " One-Day FREE delivery Tomorrow, Apr 19"},
    {"title": "Lip Plumping Gloss, Hydrating, Nourishing, Invigorating, High-Shine, Plumps, Volumizes, Cools, Soothes, Shimmer, Pink Cosmo 8 Ounce 0.1 Fl Oz", "asin": "B074G382ZR", "price": "$7.00", "delivery": " Same-Day FREE delivery Today 2 PM - 6 PM on $25 of qualifying items"},
    {"title": "Lip Gloss Butter Bomb Gloss Non-Sticky Lip Gloss Vitamin E Natural Nude Lip Makeup -7.8mL (0.26 US fl.oz) (Nude)", "asin": "B08VYD83PK", "price": "$4.09", "delivery": "FREE delivery Mon, Apr 21"},
    {"title": "Broadway Vita-Lip Clear Lip Gloss (10 Pack), Ultra-Hydrating & Soothing Formula with Vitamins, High-Shine Non-Sticky Finish Lip Balm with Mint, Rosehip, Coconut, Mango, Argan, Honey, Shea", "asin": "B09DMGWJKY", "price": "$12.69", "delivery": " One-Day FREE delivery Tomorrow, Apr 19 Or FREE delivery Overnight 4 AM - 8 AM on $25 of qualifying items"},
    {"title": "Super Lustrous Lip Gloss, Non-Sticky, Hydrating, High Shine Finish, 215 Super Natural, 0.13 oz", "asin": "B00CMU36GQ", "price": "$6.18", "delivery": " FREE delivery Today 1 PM - 3 PM on orders over $50 Or FREE pickup"}
  ]
}
<|observation_end|>

# Output Format
Please provide your response in JSON format within <answer></answer> tags using the following schema:
"<answer>
{
"timestamp": "2025-04-18T17:23:21.840Z", // the timestamp when this action occurs
"action": "string", // one of four action: input, click, click_product, purchase
"acion_argument": "string", // appropriate value based on action type: input_text, click_type (i.e., select one from review, product_option, other, nav_bar, quantity, page_related, suggested_term, cart_side_bar, cart_page_select, filter), or product_asin
}
</answer>"

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