<|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|>
{"timestamp": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
{"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
{"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
{"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
{"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
{"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
{"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
{"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
{"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
{"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
{"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:13.510Z", "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": "engine air filter and cabin filter combo subaru forester 2020"}],
"cart_items": [{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
{"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
{"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
{"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
{"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
{"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
{"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
{"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
"promotion_items": [{"title": "Puroma 2 Pack Cabin Air Filter with Multiple Fiber Layers Replacement for CP285, CF10285, Toyota Camry, RAV4, Highlander, Corolla, 4Runner, Tundra, Prius, Sienna, Lexus, Scion, Subaru, Jaguar ", "asin": "B087TRPKYJ", "price": "$14.85", "quantity": ""},
{"title": "Cabin Air Filter and Engine Air Filter Fit for 2016 2017 2018 RAV4 L4 2.5L Hybrid Electric/Gas ONLY Activated Carbon Cabin Filter Replacement CF10285 17801-37020 ", "asin": "B0DQNWWTFZ", "price": "$20.88", "quantity": ""},
{"title": "BNX TruFilter C7055 Cabin Air Filter, HEPA 99.97%, MADE IN USA, Compatible With Toyota Camry, Corolla, Highlander, RAV4, Tundra, Prius, 4Runner; Subaru Outback, Legacy; Lexus RX, GS, GX, IS, LS, ES ", "asin": "B0CNS8TZRH", "price": "$11.99", "quantity": ""},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon ", "asin": "B014TZAUU6", "price": "$9.97", "quantity": ""},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter, Fits Like OEM, Up to 25% Longer Lasting w/Activated Carbon (BE-819) ", "asin": "B07664H4P2", "price": "$12.41", "quantity": ""},
{"title": "FUN-DRIVING 2 PACK FD727 Cabin Air Filter for ELANTRA (2021-2023),SANTA CRUZ (2022-2023),SANTA FE (2021-2023),TUCSON (2022-2023),K5 21-23,SORENTO 2021-2023,SONATA 2020-2023,GV60 23,NIRO 23,SPORTAGE 23 ", "asin": "B0BXXJ9GQS", "price": "$12.52", "quantity": ""},
{"title": "FUN-DRIVING 2 Pack FD182 Cabin air filter for Civic,CR-V,CR-Z,Fit,HR-V,Insight,Replace CF11182,CP182,80292-TF0-G01 ", "asin": "B07SFDD99K", "price": "$16.97", "quantity": ""},
{"title": "FUN-DRIVING 3 Pack FD157 Cabin Air Filter for AVALON/CAMRY/COROLLA/PRIUS/PRIUS PRIME/RAV4,ES350/RX350/RX350L/RX450H/RX450HL,CX-9,Replace 87139-0E040/TK48-61-J6X ", "asin": "B07QXW3WKP", "price": "$20.33", "quantity": ""},
{"title": "PHILTOP Cabin Air Filter, Replacement for Air Filter Durango 2011-2021, Grand Cherokee 2011-2021, Premium ACF037(CF11183) Cabin Filter with Activated Carbon Clean Airflow, Filter Up Dust Pollen ", "asin": "B098DWY2YC", "price": "$11.69", "quantity": ""},
{"title": "Cabin air filter with Activated Carbon for CAPTIVA SPORT (2012-2015), EQUINOX (2010-2017), Azera (2012-2017),Santa Fe (2013-2018), Santa Fe Sport (2013-2018),TERRAIN (2010-2017\uff09 ", "asin": "B0CBYZGQV1", "price": "$15.10", "quantity": ""}],
"ads": [{"title": "Forccord Cabin & Engine Air Filter Fit for Rogue 2.5L(2014-20), Rogue 2.0L Hybrid(2017-19), Rogue Sport 2.0L(2017-22), Qashqai 2.0L(2017-23) Activated Carbon Filter Replace#CF11854 CA11858", "asin": "B0D9XZJQKM"}],
"search_results": [{"title": "Engine and Cabin Air Filter Combo Set Compatible With Toyota Scion Pontiac Vehicle Corolla 2009-2019 Matrix 2009-2014 Yaris 2006-2018, xD 2008-2014, Vibe 2009-2010 Replace# 87139-07010 17801-21050", "asin": "B0D8SR6THX", "price": "$13.86", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FUN-DRIVING Cabin & Engine Filter for Tucson(2023-2022), Santa Fe(2023-2021),Sonata(2023-2020),Santa Cruz(2023-2022),K5(2023-2021),SORENTO 2.5L (23-21),Sportage 2.5L(2023),not for hybrid", "asin": "B0CH7S6RN7", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Lexus CT200H 2011-2017 NX300H for Toyota Prius RAV4 for Toyota Prius", "asin": "B0DHRSZDXV", "price": "$12.74", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "CA10190 CF10285 Combo Engine Air Filter Set Replacement for 2009-2019 Toyota Corolla Pontiac Vibe Scion XD", "asin": "B0BHHX9TWX", "price": "$15.59", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Combo CP134 CF10134 Cabin Air Filter with Activated Carbon and CA12061 Engine Air Filter Fits for 2016-2021 Honda Pilot Ridgeline Passport 2016-2020 Acura MDX Replaces CA11876 XA10486", "asin": "B0BLH1MT8K", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Combo Set for Hyundai Palisade 2020 2021 2022 2023 2024, Replace 97133S8000 28113A9100 CA11943 S8C79AC000", "asin": "B0DJX64SQT", "price": "$24.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "2PCS Cabin Engine Air Filter Kit JM802 JMAA00 Fits for 2016-2021 Civic L4 1.5L, 2017-2022 CR-V CRV L4 1.5L, Replacement for CF11182, CA12050, 80292-TF0-G01, 172205AAA00", "asin": "B0DSPKFTNY", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Engine Air Filter & Cabin Air Filter Combo Set Compatible With Nissan Vehicle Rogue 2021 2022 2023 2.5L 1.5L Replace# 16546-6RA0A 27277-6RC0A 165466RA0A 272776RC0A", "asin": "B0DJQQ37SJ", "price": "$19.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "PREMIUM COMBO Set AIR FILTER & CABIN AIR FILTER For Nissan Rogue 2021-2024, 27277-6CA0A and 16546-6RA0A", "asin": "B0CS9R5GHX", "price": "$19.90", "delivery": "FREE delivery Tue, Apr 29 Or fastest delivery Apr 23 - 24"},
{"title": "A-Premium Cabin Air Filter with Activated Carbon Compatible with Hyundai & Kia - Kona 18-22, Tucson 16-21, Veloster 19-21, Venue 20-23, Seltos 21-23, Soul 20-23, Sportage 17-22", "asin": "B0BLYMYFPY", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "BOSCH 5060WS Workshop Engine Air Filter - Compatible with Select Dodge Dakota, Durango, Ram Trucks; Jeep Cherokee, Comanche, Wagoneer; Mitsubishi Raider; Ram Dakota", "asin": "B00VC1A4BG", "price": "$9.11", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "16546-6RA0A 27277-6RC0A Engine Air Filter and Cabin Air Filter with Activated Carbon Compatible with Nissan Rogue 2021 2022 2023 2024 2025", "asin": "B0D4PFQC3Q", "price": "$21.79", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Engine Air Filter Kit for Hyundai Elantra 1.4L 1.6L 2.0L(2017-2020), Kia Forte Forte5 1.6L 2.0L (2020-2024), Elantra GT (2018-2020), 97133F2000 28113F2000", "asin": "B0CZ4DM7XY", "price": "$27.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Engine & Cabin Air Filter Combo Set for Nissan Altima (2.5L Only) 2019 2020 2021 2022 2023 2024 2025, Replace 272775NA1A 165466CA0A CA12551", "asin": "B0DJX6X4GZ", "price": "$28.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "FRAM Fresh Breeze Cabin Air Filter with Arm & Hammer Baking Soda, CF11173 for Nissan Vehicles", "asin": "B00EAOIKVI", "price": "$9.93", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "X AUTOHAUX Engine Air Filter + Cabin Air Filter for Kia Forte ForteKoup Forte5 2014-2018 Air Filter Combo Set for Engine Protection and Increase Performance 28113-3X000, 97133-2H000, C2H79-AP", "asin": "B0C73YKC39", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "2Pcs Cabin Engine Air Filter Kit JM802 JM1722 Fits for 2021-2024 TLX 2.0L, 2018-2024 Odyssey, Replacement for CF11182, CA12061, 80292TF0G01, 17220-5J6-A10", "asin": "B0DSPKPPTD", "price": "$22.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Replacement 28113-F2000 97133-F2000 Compatible with Hyundai Elantra 2017-2020 Compatible with Hyundai Elantra GT 2018 2019 28113F2000 97133F2000", "asin": "B0CSK9YQFF", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon", "asin": "B014TZAUU6", "price": "$9.97", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Thu, Apr 24"},
{"title": "MOTOALL Engine Air Filter & Cabin Air Filter Combo Set Replaces# 16546-V0100 27277-3JC1C Fit for Nissan Altima Maxima Murano Pathfinder for INFINITI QX60 2013-2021", "asin": "B0DC6MF81S", "price": "$19.95", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23 Only 6 left in stock - order soon."},
{"title": "Cabin & Engine Air Filter Combo \u2013 CF12157 for clean air, CA12377 for engine life & fuel efficiency \u2013 Fits 2019-22 Lexus ES350, 2019-22 Toyota Avalon, 2018-22 Camry, 2020-22 Highlander", "asin": "B0DHBQ35MW", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Tested MERV 13 Cabin Air Filter with Activated Carbon, CF11181 for Cadillac XLR (2004-2009), Chevrolet Corvette (2005-2019), Replace OE: 15861929, 22862632, 15848592, 19338010", "asin": "B0DBYBWVKM", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Air Filter For Tesla Model 3 Model Y 2016 2017 2018 2019 2020 2021 2022 2023 2024 HEPA 2 Pack, w/Upgraded Coconut Shell Activated Carbon", "asin": "B0DDK79P9R", "price": "$18.69", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2017-24 Model 3, 2020-24 Model Y Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-111)", "asin": "B082VW2L5F", "price": "$18.83", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Puroma Cabin Air Filter with Activated Carbon, Replacement for CP134, CF10134, Honda & Acura, Civic, CR-V, Odyssey, CSX, ILX, MDX, RDX, AT134 (1 pc)", "asin": "B07VCKCPYK", "price": "$9.85", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Premium Engine & Cabin Air Filter Combo \u2013 OEM-Quality Replacement for 2017-2018 Hyundai Santa Fe Sport & 2015-2021 Kia Sedona \u2013 Enhanced Airflow & Protection", "asin": "B0DHBL674X", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Toyota Corolla Matrix Yaris for Scion XD IM for Pontiac Vibe L4", "asin": "B0DKF8M6TW", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/ Arm and Hammer Baking Soda, Easy Install, CF10134 for Honda Vehicles, white", "asin": "B0010E00T6", "price": "$12.56", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Premium Cabin and Engine Air Filter Combo Pack - Fits 2007-2017 Lexus LS460, 2013-2018 Lexus ES300h and Toyota Avalon, 2012-2017 Toyota Camry, and 2013-2018 Toyota RAV4", "asin": "B0DHBQ81VH", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/Arm and Hammer Baking Soda, Easy Install, CF10285 for Toyota Vehicles , white", "asin": "B001CEG90I", "price": "$10.29", "delivery": "FREE delivery May 1 - 5 on $35 of items shipped by Amazon Or fastest delivery Apr 28 - May 1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-21T19:31:19.324Z", // 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|>
{"timestamp": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
{"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
{"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
{"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
{"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
{"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
{"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
{"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
{"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
{"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
{"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:13.510Z", "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": "engine air filter and cabin filter combo subaru forester 2020"}],
"cart_items": [{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
{"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
{"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
{"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
{"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
{"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
{"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
{"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
"promotion_items": [{"title": "Puroma 2 Pack Cabin Air Filter with Multiple Fiber Layers Replacement for CP285, CF10285, Toyota Camry, RAV4, Highlander, Corolla, 4Runner, Tundra, Prius, Sienna, Lexus, Scion, Subaru, Jaguar ", "asin": "B087TRPKYJ", "price": "$14.85", "quantity": ""},
{"title": "Cabin Air Filter and Engine Air Filter Fit for 2016 2017 2018 RAV4 L4 2.5L Hybrid Electric/Gas ONLY Activated Carbon Cabin Filter Replacement CF10285 17801-37020 ", "asin": "B0DQNWWTFZ", "price": "$20.88", "quantity": ""},
{"title": "BNX TruFilter C7055 Cabin Air Filter, HEPA 99.97%, MADE IN USA, Compatible With Toyota Camry, Corolla, Highlander, RAV4, Tundra, Prius, 4Runner; Subaru Outback, Legacy; Lexus RX, GS, GX, IS, LS, ES ", "asin": "B0CNS8TZRH", "price": "$11.99", "quantity": ""},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon ", "asin": "B014TZAUU6", "price": "$9.97", "quantity": ""},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter, Fits Like OEM, Up to 25% Longer Lasting w/Activated Carbon (BE-819) ", "asin": "B07664H4P2", "price": "$12.41", "quantity": ""},
{"title": "FUN-DRIVING 2 PACK FD727 Cabin Air Filter for ELANTRA (2021-2023),SANTA CRUZ (2022-2023),SANTA FE (2021-2023),TUCSON (2022-2023),K5 21-23,SORENTO 2021-2023,SONATA 2020-2023,GV60 23,NIRO 23,SPORTAGE 23 ", "asin": "B0BXXJ9GQS", "price": "$12.52", "quantity": ""},
{"title": "FUN-DRIVING 2 Pack FD182 Cabin air filter for Civic,CR-V,CR-Z,Fit,HR-V,Insight,Replace CF11182,CP182,80292-TF0-G01 ", "asin": "B07SFDD99K", "price": "$16.97", "quantity": ""},
{"title": "FUN-DRIVING 3 Pack FD157 Cabin Air Filter for AVALON/CAMRY/COROLLA/PRIUS/PRIUS PRIME/RAV4,ES350/RX350/RX350L/RX450H/RX450HL,CX-9,Replace 87139-0E040/TK48-61-J6X ", "asin": "B07QXW3WKP", "price": "$20.33", "quantity": ""},
{"title": "PHILTOP Cabin Air Filter, Replacement for Air Filter Durango 2011-2021, Grand Cherokee 2011-2021, Premium ACF037(CF11183) Cabin Filter with Activated Carbon Clean Airflow, Filter Up Dust Pollen ", "asin": "B098DWY2YC", "price": "$11.69", "quantity": ""},
{"title": "Cabin air filter with Activated Carbon for CAPTIVA SPORT (2012-2015), EQUINOX (2010-2017), Azera (2012-2017),Santa Fe (2013-2018), Santa Fe Sport (2013-2018),TERRAIN (2010-2017\uff09 ", "asin": "B0CBYZGQV1", "price": "$15.10", "quantity": ""}],
"ads": [{"title": "Forccord Cabin & Engine Air Filter Fit for Rogue 2.5L(2014-20), Rogue 2.0L Hybrid(2017-19), Rogue Sport 2.0L(2017-22), Qashqai 2.0L(2017-23) Activated Carbon Filter Replace#CF11854 CA11858", "asin": "B0D9XZJQKM"}],
"search_results": [{"title": "Engine and Cabin Air Filter Combo Set Compatible With Toyota Scion Pontiac Vehicle Corolla 2009-2019 Matrix 2009-2014 Yaris 2006-2018, xD 2008-2014, Vibe 2009-2010 Replace# 87139-07010 17801-21050", "asin": "B0D8SR6THX", "price": "$13.86", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FUN-DRIVING Cabin & Engine Filter for Tucson(2023-2022), Santa Fe(2023-2021),Sonata(2023-2020),Santa Cruz(2023-2022),K5(2023-2021),SORENTO 2.5L (23-21),Sportage 2.5L(2023),not for hybrid", "asin": "B0CH7S6RN7", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Lexus CT200H 2011-2017 NX300H for Toyota Prius RAV4 for Toyota Prius", "asin": "B0DHRSZDXV", "price": "$12.74", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "CA10190 CF10285 Combo Engine Air Filter Set Replacement for 2009-2019 Toyota Corolla Pontiac Vibe Scion XD", "asin": "B0BHHX9TWX", "price": "$15.59", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Combo CP134 CF10134 Cabin Air Filter with Activated Carbon and CA12061 Engine Air Filter Fits for 2016-2021 Honda Pilot Ridgeline Passport 2016-2020 Acura MDX Replaces CA11876 XA10486", "asin": "B0BLH1MT8K", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Combo Set for Hyundai Palisade 2020 2021 2022 2023 2024, Replace 97133S8000 28113A9100 CA11943 S8C79AC000", "asin": "B0DJX64SQT", "price": "$24.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "2PCS Cabin Engine Air Filter Kit JM802 JMAA00 Fits for 2016-2021 Civic L4 1.5L, 2017-2022 CR-V CRV L4 1.5L, Replacement for CF11182, CA12050, 80292-TF0-G01, 172205AAA00", "asin": "B0DSPKFTNY", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Engine Air Filter & Cabin Air Filter Combo Set Compatible With Nissan Vehicle Rogue 2021 2022 2023 2.5L 1.5L Replace# 16546-6RA0A 27277-6RC0A 165466RA0A 272776RC0A", "asin": "B0DJQQ37SJ", "price": "$19.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "PREMIUM COMBO Set AIR FILTER & CABIN AIR FILTER For Nissan Rogue 2021-2024, 27277-6CA0A and 16546-6RA0A", "asin": "B0CS9R5GHX", "price": "$19.90", "delivery": "FREE delivery Tue, Apr 29 Or fastest delivery Apr 23 - 24"},
{"title": "A-Premium Cabin Air Filter with Activated Carbon Compatible with Hyundai & Kia - Kona 18-22, Tucson 16-21, Veloster 19-21, Venue 20-23, Seltos 21-23, Soul 20-23, Sportage 17-22", "asin": "B0BLYMYFPY", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "BOSCH 5060WS Workshop Engine Air Filter - Compatible with Select Dodge Dakota, Durango, Ram Trucks; Jeep Cherokee, Comanche, Wagoneer; Mitsubishi Raider; Ram Dakota", "asin": "B00VC1A4BG", "price": "$9.11", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "16546-6RA0A 27277-6RC0A Engine Air Filter and Cabin Air Filter with Activated Carbon Compatible with Nissan Rogue 2021 2022 2023 2024 2025", "asin": "B0D4PFQC3Q", "price": "$21.79", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Engine Air Filter Kit for Hyundai Elantra 1.4L 1.6L 2.0L(2017-2020), Kia Forte Forte5 1.6L 2.0L (2020-2024), Elantra GT (2018-2020), 97133F2000 28113F2000", "asin": "B0CZ4DM7XY", "price": "$27.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Engine & Cabin Air Filter Combo Set for Nissan Altima (2.5L Only) 2019 2020 2021 2022 2023 2024 2025, Replace 272775NA1A 165466CA0A CA12551", "asin": "B0DJX6X4GZ", "price": "$28.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "FRAM Fresh Breeze Cabin Air Filter with Arm & Hammer Baking Soda, CF11173 for Nissan Vehicles", "asin": "B00EAOIKVI", "price": "$9.93", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "X AUTOHAUX Engine Air Filter + Cabin Air Filter for Kia Forte ForteKoup Forte5 2014-2018 Air Filter Combo Set for Engine Protection and Increase Performance 28113-3X000, 97133-2H000, C2H79-AP", "asin": "B0C73YKC39", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "2Pcs Cabin Engine Air Filter Kit JM802 JM1722 Fits for 2021-2024 TLX 2.0L, 2018-2024 Odyssey, Replacement for CF11182, CA12061, 80292TF0G01, 17220-5J6-A10", "asin": "B0DSPKPPTD", "price": "$22.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Replacement 28113-F2000 97133-F2000 Compatible with Hyundai Elantra 2017-2020 Compatible with Hyundai Elantra GT 2018 2019 28113F2000 97133F2000", "asin": "B0CSK9YQFF", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon", "asin": "B014TZAUU6", "price": "$9.97", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Thu, Apr 24"},
{"title": "MOTOALL Engine Air Filter & Cabin Air Filter Combo Set Replaces# 16546-V0100 27277-3JC1C Fit for Nissan Altima Maxima Murano Pathfinder for INFINITI QX60 2013-2021", "asin": "B0DC6MF81S", "price": "$19.95", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23 Only 6 left in stock - order soon."},
{"title": "Cabin & Engine Air Filter Combo \u2013 CF12157 for clean air, CA12377 for engine life & fuel efficiency \u2013 Fits 2019-22 Lexus ES350, 2019-22 Toyota Avalon, 2018-22 Camry, 2020-22 Highlander", "asin": "B0DHBQ35MW", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Tested MERV 13 Cabin Air Filter with Activated Carbon, CF11181 for Cadillac XLR (2004-2009), Chevrolet Corvette (2005-2019), Replace OE: 15861929, 22862632, 15848592, 19338010", "asin": "B0DBYBWVKM", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Air Filter For Tesla Model 3 Model Y 2016 2017 2018 2019 2020 2021 2022 2023 2024 HEPA 2 Pack, w/Upgraded Coconut Shell Activated Carbon", "asin": "B0DDK79P9R", "price": "$18.69", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2017-24 Model 3, 2020-24 Model Y Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-111)", "asin": "B082VW2L5F", "price": "$18.83", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Puroma Cabin Air Filter with Activated Carbon, Replacement for CP134, CF10134, Honda & Acura, Civic, CR-V, Odyssey, CSX, ILX, MDX, RDX, AT134 (1 pc)", "asin": "B07VCKCPYK", "price": "$9.85", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Premium Engine & Cabin Air Filter Combo \u2013 OEM-Quality Replacement for 2017-2018 Hyundai Santa Fe Sport & 2015-2021 Kia Sedona \u2013 Enhanced Airflow & Protection", "asin": "B0DHBL674X", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Toyota Corolla Matrix Yaris for Scion XD IM for Pontiac Vibe L4", "asin": "B0DKF8M6TW", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/ Arm and Hammer Baking Soda, Easy Install, CF10134 for Honda Vehicles, white", "asin": "B0010E00T6", "price": "$12.56", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Premium Cabin and Engine Air Filter Combo Pack - Fits 2007-2017 Lexus LS460, 2013-2018 Lexus ES300h and Toyota Avalon, 2012-2017 Toyota Camry, and 2013-2018 Toyota RAV4", "asin": "B0DHBQ81VH", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/Arm and Hammer Baking Soda, Easy Install, CF10285 for Toyota Vehicles , white", "asin": "B001CEG90I", "price": "$10.29", "delivery": "FREE delivery May 1 - 5 on $35 of items shipped by Amazon Or fastest delivery Apr 28 - May 1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-21T19:31:19.324Z", // 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>

<answer>{"timestamp": "2025-04-21T19:31:19.324Z","action": "click","acion_argument": "search",}</answer>
rule
<answer>{"timestamp": "2025-04-21T19:31:19.324Z","action": "click","acion_argument": "search",}</answer>
<|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|>
{"timestamp": "2025-04-20T14:40:21.419Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T14:40:26.255Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-20T14:42:01.212Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-20T14:42:16.801Z", "action": "click_product", "action_argument": "B0DYZX33W5"}
{"timestamp": "2025-04-20T14:43:07.125Z", "action": "click_product", "action_argument": "B0DLK12F7F"}
{"timestamp": "2025-04-20T14:45:29.360Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:10:20.778Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-20T21:10:32.932Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-20T21:11:11.786Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-20T21:11:22.473Z", "action": "input", "action_argument": "t450"}
{"timestamp": "2025-04-21T14:12:44.513Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T14:12:51.758Z", "action": "click", "action_argument": "quantity"}
{"timestamp": "2025-04-21T19:14:15.923Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:14:25.158Z", "action": "click_product", "action_argument": "B0C2J8XTYY"}
{"timestamp": "2025-04-21T19:14:40.358Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:16:45.985Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:16:49.069Z", "action": "input", "action_argument": "auto card "}
{"timestamp": "2025-04-21T19:16:49.079Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:17:20.340Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:22.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:17:28.614Z", "action": "click_product", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:17:36.373Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:15.120Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-21T19:18:19.372Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:19:14.720Z", "action": "input", "action_argument": "auto card shuffler any size"}
{"timestamp": "2025-04-21T19:23:34.050Z", "action": "purchase", "action_argument": "B09Q69K331"}
{"timestamp": "2025-04-21T19:23:56.412Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:56.610Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.192Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.361Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:23:57.539Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:02.459Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:24:09.850Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:24:21.531Z", "action": "purchase", "action_argument": "B09Q69K331, B01FFOY006"}
{"timestamp": "2025-04-21T19:26:53.417Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:26:56.419Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:26:57.317Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.515Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:02.658Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.357Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.517Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:03.926Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:28:10.957Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:06.445Z", "action": "click_product", "action_argument": "B0CCBVY3BV"}
{"timestamp": "2025-04-21T19:29:16.930Z", "action": "purchase", "action_argument": "B0CCBVY3BV"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-21T19:29:21.185Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:29:28.090Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:29:29.216Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:29.373Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:30.377Z", "action": "input", "action_argument": "cabin air filter subaru forester 2020"}
{"timestamp": "2025-04-21T19:29:32.731Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:29:44.181Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:30:11.876Z", "action": "click", "action_argument": "cart_side_bar"}
{"timestamp": "2025-04-21T19:30:15.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:30:17.443Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-21T19:31:00.611Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-21T19:31:06.787Z", "action": "input", "action_argument": "engin"}
{"timestamp": "2025-04-21T19:31:06.870Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:10.123Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-21T19:31:12.310Z", "action": "input", "action_argument": "engine air filter and "}
{"timestamp": "2025-04-21T19:31:12.418Z", "action": "click", "action_argument": "suggested_term"}
{"timestamp": "2025-04-21T19:31:13.510Z", "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": "engine air filter and cabin filter combo subaru forester 2020"}],
"cart_items": [{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2019-24 Forester, 2022-24 WRX Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-277)", "asin": "B0CCBVY3BV", "price": "$14.61", "quantity": "1"},
{"title": "FEIERYA Automatic Card Shuffler 2 Deck,Battery-Operated Electric UNO Poker Shuffler,Playing Card Shuffler for Home Card Game,Travel", "asin": "B09Q69K331", "price": "$11.99", "quantity": "1"},
{"title": "Philips OneBlade Replacement Blade QP220/50", "asin": "B01FFOY006", "price": "$22.95", "quantity": "1"},
{"title": "Amazon Basics 10 Day Teeth Whitening Strips Kit, 10 Treatments, 1-Pack (Previously Solimo)", "asin": "B08QWW6V8T", "price": "$14.43"},
{"title": "Amazon Basics Clean Plus Toothbrushes, Soft, Full, 10 Count, 1 Pack (Previously Solimo)", "asin": "B08QWYMMYL", "price": "$3.68"},
{"title": "Amazon Basics Multipurpose Drawstring Trash Bags, 30 Gallon, 50 Count (Previously Solimo)", "asin": "B095PL2MPZ", "price": "$12.37"},
{"title": "DASANI Purified Water Enhanced with Minerals, 16.9 Fl Oz (Pack of 24)", "asin": "B000T9SZOU", "price": "$4.99"},
{"title": "Amazon Basic Care Minoxidil Topical Aerosol, 5% Foam, Hair Regrowth Treatment for Men, 6-month Supply, Unscented, 2.11 oz (Pack of 6)", "asin": "B07QXKMSJB", "price": "$59.08"}],
"promotion_items": [{"title": "Puroma 2 Pack Cabin Air Filter with Multiple Fiber Layers Replacement for CP285, CF10285, Toyota Camry, RAV4, Highlander, Corolla, 4Runner, Tundra, Prius, Sienna, Lexus, Scion, Subaru, Jaguar ", "asin": "B087TRPKYJ", "price": "$14.85", "quantity": ""},
{"title": "Cabin Air Filter and Engine Air Filter Fit for 2016 2017 2018 RAV4 L4 2.5L Hybrid Electric/Gas ONLY Activated Carbon Cabin Filter Replacement CF10285 17801-37020 ", "asin": "B0DQNWWTFZ", "price": "$20.88", "quantity": ""},
{"title": "BNX TruFilter C7055 Cabin Air Filter, HEPA 99.97%, MADE IN USA, Compatible With Toyota Camry, Corolla, Highlander, RAV4, Tundra, Prius, 4Runner; Subaru Outback, Legacy; Lexus RX, GS, GX, IS, LS, ES ", "asin": "B0CNS8TZRH", "price": "$11.99", "quantity": ""},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon ", "asin": "B014TZAUU6", "price": "$9.97", "quantity": ""},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter, Fits Like OEM, Up to 25% Longer Lasting w/Activated Carbon (BE-819) ", "asin": "B07664H4P2", "price": "$12.41", "quantity": ""},
{"title": "FUN-DRIVING 2 PACK FD727 Cabin Air Filter for ELANTRA (2021-2023),SANTA CRUZ (2022-2023),SANTA FE (2021-2023),TUCSON (2022-2023),K5 21-23,SORENTO 2021-2023,SONATA 2020-2023,GV60 23,NIRO 23,SPORTAGE 23 ", "asin": "B0BXXJ9GQS", "price": "$12.52", "quantity": ""},
{"title": "FUN-DRIVING 2 Pack FD182 Cabin air filter for Civic,CR-V,CR-Z,Fit,HR-V,Insight,Replace CF11182,CP182,80292-TF0-G01 ", "asin": "B07SFDD99K", "price": "$16.97", "quantity": ""},
{"title": "FUN-DRIVING 3 Pack FD157 Cabin Air Filter for AVALON/CAMRY/COROLLA/PRIUS/PRIUS PRIME/RAV4,ES350/RX350/RX350L/RX450H/RX450HL,CX-9,Replace 87139-0E040/TK48-61-J6X ", "asin": "B07QXW3WKP", "price": "$20.33", "quantity": ""},
{"title": "PHILTOP Cabin Air Filter, Replacement for Air Filter Durango 2011-2021, Grand Cherokee 2011-2021, Premium ACF037(CF11183) Cabin Filter with Activated Carbon Clean Airflow, Filter Up Dust Pollen ", "asin": "B098DWY2YC", "price": "$11.69", "quantity": ""},
{"title": "Cabin air filter with Activated Carbon for CAPTIVA SPORT (2012-2015), EQUINOX (2010-2017), Azera (2012-2017),Santa Fe (2013-2018), Santa Fe Sport (2013-2018),TERRAIN (2010-2017\uff09 ", "asin": "B0CBYZGQV1", "price": "$15.10", "quantity": ""}],
"ads": [{"title": "Forccord Cabin & Engine Air Filter Fit for Rogue 2.5L(2014-20), Rogue 2.0L Hybrid(2017-19), Rogue Sport 2.0L(2017-22), Qashqai 2.0L(2017-23) Activated Carbon Filter Replace#CF11854 CA11858", "asin": "B0D9XZJQKM"}],
"search_results": [{"title": "Engine and Cabin Air Filter Combo Set Compatible With Toyota Scion Pontiac Vehicle Corolla 2009-2019 Matrix 2009-2014 Yaris 2006-2018, xD 2008-2014, Vibe 2009-2010 Replace# 87139-07010 17801-21050", "asin": "B0D8SR6THX", "price": "$13.86", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FUN-DRIVING Cabin & Engine Filter for Tucson(2023-2022), Santa Fe(2023-2021),Sonata(2023-2020),Santa Cruz(2023-2022),K5(2023-2021),SORENTO 2.5L (23-21),Sportage 2.5L(2023),not for hybrid", "asin": "B0CH7S6RN7", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Lexus CT200H 2011-2017 NX300H for Toyota Prius RAV4 for Toyota Prius", "asin": "B0DHRSZDXV", "price": "$12.74", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "CA10190 CF10285 Combo Engine Air Filter Set Replacement for 2009-2019 Toyota Corolla Pontiac Vibe Scion XD", "asin": "B0BHHX9TWX", "price": "$15.59", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Combo CP134 CF10134 Cabin Air Filter with Activated Carbon and CA12061 Engine Air Filter Fits for 2016-2021 Honda Pilot Ridgeline Passport 2016-2020 Acura MDX Replaces CA11876 XA10486", "asin": "B0BLH1MT8K", "price": "$19.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Combo Set for Hyundai Palisade 2020 2021 2022 2023 2024, Replace 97133S8000 28113A9100 CA11943 S8C79AC000", "asin": "B0DJX64SQT", "price": "$24.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "2PCS Cabin Engine Air Filter Kit JM802 JMAA00 Fits for 2016-2021 Civic L4 1.5L, 2017-2022 CR-V CRV L4 1.5L, Replacement for CF11182, CA12050, 80292-TF0-G01, 172205AAA00", "asin": "B0DSPKFTNY", "price": "$25.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Engine Air Filter & Cabin Air Filter Combo Set Compatible With Nissan Vehicle Rogue 2021 2022 2023 2.5L 1.5L Replace# 16546-6RA0A 27277-6RC0A 165466RA0A 272776RC0A", "asin": "B0DJQQ37SJ", "price": "$19.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "PREMIUM COMBO Set AIR FILTER & CABIN AIR FILTER For Nissan Rogue 2021-2024, 27277-6CA0A and 16546-6RA0A", "asin": "B0CS9R5GHX", "price": "$19.90", "delivery": "FREE delivery Tue, Apr 29 Or fastest delivery Apr 23 - 24"},
{"title": "A-Premium Cabin Air Filter with Activated Carbon Compatible with Hyundai & Kia - Kona 18-22, Tucson 16-21, Veloster 19-21, Venue 20-23, Seltos 21-23, Soul 20-23, Sportage 17-22", "asin": "B0BLYMYFPY", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "BOSCH 5060WS Workshop Engine Air Filter - Compatible with Select Dodge Dakota, Durango, Ram Trucks; Jeep Cherokee, Comanche, Wagoneer; Mitsubishi Raider; Ram Dakota", "asin": "B00VC1A4BG", "price": "$9.11", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "16546-6RA0A 27277-6RC0A Engine Air Filter and Cabin Air Filter with Activated Carbon Compatible with Nissan Rogue 2021 2022 2023 2024 2025", "asin": "B0D4PFQC3Q", "price": "$21.79", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Engine Air Filter Kit for Hyundai Elantra 1.4L 1.6L 2.0L(2017-2020), Kia Forte Forte5 1.6L 2.0L (2020-2024), Elantra GT (2018-2020), 97133F2000 28113F2000", "asin": "B0CZ4DM7XY", "price": "$27.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Engine & Cabin Air Filter Combo Set for Nissan Altima (2.5L Only) 2019 2020 2021 2022 2023 2024 2025, Replace 272775NA1A 165466CA0A CA12551", "asin": "B0DJX6X4GZ", "price": "$28.98", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "FRAM Fresh Breeze Cabin Air Filter with Arm & Hammer Baking Soda, CF11173 for Nissan Vehicles", "asin": "B00EAOIKVI", "price": "$9.93", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "X AUTOHAUX Engine Air Filter + Cabin Air Filter for Kia Forte ForteKoup Forte5 2014-2018 Air Filter Combo Set for Engine Protection and Increase Performance 28113-3X000, 97133-2H000, C2H79-AP", "asin": "B0C73YKC39", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "2Pcs Cabin Engine Air Filter Kit JM802 JM1722 Fits for 2021-2024 TLX 2.0L, 2018-2024 Odyssey, Replacement for CF11182, CA12061, 80292TF0G01, 17220-5J6-A10", "asin": "B0DSPKPPTD", "price": "$22.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Engine & Cabin Air Filter Replacement 28113-F2000 97133-F2000 Compatible with Hyundai Elantra 2017-2020 Compatible with Hyundai Elantra GT 2018 2019 28113F2000 97133F2000", "asin": "B0CSK9YQFF", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "EPAuto CP134 (CF10134) Premium Cabin Air Filter includes Activated Carbon", "asin": "B014TZAUU6", "price": "$9.97", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Thu, Apr 24"},
{"title": "MOTOALL Engine Air Filter & Cabin Air Filter Combo Set Replaces# 16546-V0100 27277-3JC1C Fit for Nissan Altima Maxima Murano Pathfinder for INFINITI QX60 2013-2021", "asin": "B0DC6MF81S", "price": "$19.95", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23 Only 6 left in stock - order soon."},
{"title": "Cabin & Engine Air Filter Combo \u2013 CF12157 for clean air, CA12377 for engine life & fuel efficiency \u2013 Fits 2019-22 Lexus ES350, 2019-22 Toyota Avalon, 2018-22 Camry, 2020-22 Highlander", "asin": "B0DHBQ35MW", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "Tested MERV 13 Cabin Air Filter with Activated Carbon, CF11181 for Cadillac XLR (2004-2009), Chevrolet Corvette (2005-2019), Replace OE: 15861929, 22862632, 15848592, 19338010", "asin": "B0DBYBWVKM", "price": "$9.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Cabin Air Filter For Tesla Model 3 Model Y 2016 2017 2018 2019 2020 2021 2022 2023 2024 HEPA 2 Pack, w/Upgraded Coconut Shell Activated Carbon", "asin": "B0DDK79P9R", "price": "$18.69", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Spearhead Odor Defense Breathe Easy AC & Heater Cabin Filter | Fits 2017-24 Model 3, 2020-24 Model Y Like OEM | Up to 25% Longer Lasting w/Activated Carbon (BE-111)", "asin": "B082VW2L5F", "price": "$18.83", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by AmazonOr .prime-brand-color {color: #0064f9; }Prime members get FREE delivery Wed, Apr 23"},
{"title": "Puroma Cabin Air Filter with Activated Carbon, Replacement for CP134, CF10134, Honda & Acura, Civic, CR-V, Odyssey, CSX, ILX, MDX, RDX, AT134 (1 pc)", "asin": "B07VCKCPYK", "price": "$9.85", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Overnight 4\u202fAM - 8\u202fAM"},
{"title": "Premium Engine & Cabin Air Filter Combo \u2013 OEM-Quality Replacement for 2017-2018 Hyundai Santa Fe Sport & 2015-2021 Kia Sedona \u2013 Enhanced Airflow & Protection", "asin": "B0DHBL674X", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "ApplianPar Engine and Cabin Air Filter Combo Set for Toyota Corolla Matrix Yaris for Scion XD IM for Pontiac Vibe L4", "asin": "B0DKF8M6TW", "price": "$11.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/ Arm and Hammer Baking Soda, Easy Install, CF10134 for Honda Vehicles, white", "asin": "B0010E00T6", "price": "$12.56", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Wed, Apr 23"},
{"title": "Premium Cabin and Engine Air Filter Combo Pack - Fits 2007-2017 Lexus LS460, 2013-2018 Lexus ES300h and Toyota Avalon, 2012-2017 Toyota Camry, and 2013-2018 Toyota RAV4", "asin": "B0DHBQ81VH", "price": "$17.99", "delivery": "FREE delivery Mon, Apr 28 on $35 of items shipped by Amazon Or Prime members get FREE delivery Tomorrow, Apr 22"},
{"title": "FRAM Fresh Breeze Cabin Air Filter Replacement for Car Passenger Compartment w/Arm and Hammer Baking Soda, Easy Install, CF10285 for Toyota Vehicles , white", "asin": "B001CEG90I", "price": "$10.29", "delivery": "FREE delivery May 1 - 5 on $35 of items shipped by Amazon Or fastest delivery Apr 28 - May 1"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-21T19:31:19.324Z", // 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>

train