Cars Scraper

Cars.com Scraper Easily extract car listings from Cars.com into structured datasets. This Cars.com Scraper lets you automatically collect vehicle data with all available details. Simply open Cars.com, apply any filters (make, model, year, price, mileage, seller type, etc.), copy the search URL, and paste it into the scraper — results are ready in minutes. Note: It supports both Cars.com search URLs and individual Cars.com vehicle URLs now. Example: https://www.cars.com/vehicledetail/910d58bd-f609-4cbe-8a53-72384e9c6242/ https://www.cars.com/shopping/results/?deal_ratings[]=great&dealer_id=&keyword=&list_price_max=&list_price_min=&makes[]=&maximum_distance=all&mileage_max=&page_size=20&sort=listed_at_desc&stock_type=used&year_max=&year_min=&zip= #### Who Is This For? - Car dealers & flippers → Find undervalued cars before competitors. - Market analysts → Track pricing trends by region, make, and model. - Competitor research → Monitor dealer stock and pricing strategies. - Data scientists → Build car valuation models with clean structured data. #### Scraped Car Data Will Include: - Ad Link - Title of Ad Page - Full Description - Year - Make - Model - Trim - Price - Mileage - Average Price (if provided) - Profit Estimate (if available) - Profit Estimate Percentage (if available) - Body Type - Fuel Type - Doors - Cylinders - Drive-train - VIN - Color (Interior / Exterior) - Transmission - Engine - Stock Number - Features & Options - Images #### Output Formats You can download your results in: - CSV / Excel → for quick analysis - JSON / NDJSON → for developers - API → integrate into Google Sheets, Zapier, Make.com, or BI dashboards ## Sample Data The scraper returns an array of car data objects. Example: json { "list_url": [ "https://www.cars.com/shopping/results/?deal_ratings[]=great&dealer_id=&keyword=&list_price_max=&list_price_min=&makes[]=&maximum_distance=all&mileage_max=&page_size=20&sort=listed_at_desc&stock_type=used&year_max=&year_min=&zip=" ], "record_url": "https://www.cars.com/vehicledetail/910d58bd-f609-4cbe-8a53-72384e9c6242/", "name": "2015 Hyundai Sonata Limited", "description": "", "mileage": "116883", "price": "12995", "make": "Hyundai", "model": "Sonata", "trim": "Limited", "type": "Used", "year": "2015", "vin": "5NPE34AF1FH195268", "body": "Sedan", "cylinders": "4", "doors": "4", "drivetrain": "Front-wheel Drive", "exterior_color": "BLUE", "interior_color": "Gray", "fuel": "Gasoline", "transmission": "6-SPEED A/T", "features": [ "Backup Camera", "Blind Spot Monitor", "Bluetooth", "Brake Assist", "Stability Control", "Leather Seats", "Heated Seats", "Heated Steering Wheel", "HomeLink", "Keyless Start", "Lane Departure Warning", "Navigation System", "Sunroof/Moonroof", "Premium Sound System", "Rear Cross Traffic Alert", "USB Port" ], "stock_number": "1069", "engine": "der Engine", "images": [ null, "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/zeKVAitzIclgVX5di4pZSLpRnnE.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/vvUqPE8oy3IyP8MDMkvdbP5b3wg.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/meN6OGaQBIEuM9c1uXPCAiJrgwY.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/iwzKnIDlPUTZB795dFurgS3Ek8o.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/hIWrCqWPSutncjr_qcbcwePtwzc.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/GeEfrBgrZj0AivFy2-SkLHlxbwY.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/e7Z_uBH89eZgrSqWIvre1C-c6es.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/Y3b8jcctw-bCZSnYcgwm2HDUcAw.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/i80LJgGgYp5tK6LV6WrzmxwGc3o.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/dKCWLOCZ1zN0BGc_o7qkigfym6k.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/5Z1J2FidAPk6Fm4Ef5AiIV3nA8Y.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/9yXl3EyBBgwVaKcRfxBqvusQmbM.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/Qo2-PksPNe4kvqHD5e-Es3hz9gc.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/upS7UxLO09tGH-T9ddSBVBbrlW8.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/Phe1XGKb4YEw4EPcztE34y2Ye_0.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/CJfU2N808gN1hNTvWEYdS6im1ZM.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/MDofEyb_Wzp8g8pgrVQsny7-OaA.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/kTAMR2b4RqeDps7YdJEmQR4A6k4.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/_PLMB89RNXkPDbSOv5BgGybmTl0.jpg", "https://platform.cstatic-images.com/xlarge/in/v2/b25160d0-b562-4cca-a2c8-1e7c94dd7dd6/82918e26-6c50-4cdf-86f9-fd5670041a19/G5XKWrsq5AHKmMmtvNIV9sBhHSY.jpg" ], "profit_estimate": 605, "average_price": 13600, "profit_estimate_percentage": 4.655636783378222 }