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URL: https://apify.com/parseforge/autotrader-scraper

โ‡ฑ Autotrader Scraper - Used Car Listings and Pricing ยท Apify


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Collect car listings from Autotrader.com with 42 data fields per vehicle including price, mileage, VIN, specs, seller contact info, deal ratings, and photo galleries. Search by make, model, year range, ZIP code, and radius. Export as JSON, CSV, or Excel for market research and inventory sourcing.

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Pay per event

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๐Ÿ‘ ParseForge

ParseForge

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๐Ÿš— Autotrader Scraper

Find the right car at the right value - without spending hours clicking through pages. The Autotrader Scraper pulls live vehicle listings directly from Autotrader.com and delivers structured data you can analyze, filter, and act on immediately.

Whether you're a car dealer tracking competitor prices, a researcher studying market trends, or a buyer hunting for a specific model, this tool does the heavy lifting. Set your search criteria, run it, and get a clean dataset with everything you need - sale amount, mileage, VIN, seller contact info, photos, and much more.

No technical experience is required. If you can fill out a search form, you can use this tool. Results are ready to download as CSV, Excel, or JSON within minutes.

โœจ What Does It Do

The tool collects 27+ data fields for every matching car listing on Autotrader.com:

  • Vehicle Identity - Year, make, model, trim level, body style, and full listing title so you know exactly what each car is
  • VIN - The unique Vehicle Identification Number for each car, useful for history reports and insurance lookups
  • Sale Amount - The listed sale amount in USD, pulled directly from the active listing
  • Mileage - Odometer reading in miles so you can compare wear across listings
  • Exterior and Interior Color - Paint and upholstery details for buyers with specific preferences
  • Drivetrain - FWD, RWD, AWD, or 4WD so you can filter by capability
  • Fuel Type - Gasoline, diesel, electric, or hybrid - critical for running cost comparisons
  • Transmission - Automatic, manual, or CVT
  • Engine Specs - Displacement and configuration details for the vehicle
  • MPG - Fuel economy rating for cost-of-ownership analysis
  • Condition - New, used, or certified pre-owned
  • Features List - All equipment and options packages included with the vehicle
  • Seller Information - Name, phone number, city, state, and whether the seller is a private party or dealership
  • Listing URL - Direct link to the original Autotrader page for every result
  • Vehicle Photos - Primary image URL plus all additional photo URLs for the listing
  • Timestamp - Exact date and time when each record was collected

๐ŸŽฌ Demo Video

Demo video coming soon.

๐Ÿ”ง Input

Configure your search using the fields below. All fields are optional - the tool has sensible defaults to get you started quickly.

FieldDescriptionExample
Max ItemsHow many listings to collect.10
ZIP CodeThe US ZIP code to search near. Listings within your chosen radius from this location will be returned.90210
Search RadiusHow far from your ZIP code to search, in miles. Increase this for rural areas or broader market research. Min: 10, Max: 500.100
MakeVehicle manufacturer in uppercase. Leave blank to search all makes.TOYOTA
ModelVehicle model in uppercase. Works alongside Make. Leave blank to search all models for a given make.CAMRY
Minimum YearThe earliest model year to include.2020
Maximum YearThe latest model year to include.2025

Example input:

{
"maxItems":50,
"zip":"90210",
"searchRadius":100,
"makeCodeList":"TOYOTA",
"modelCodeList":"CAMRY",
"startYear":2020,
"endYear":2025
}

Supported make codes include: TOYOTA, HONDA, FORD, BMW, MERCEDES, CHEVROLET, NISSAN, HYUNDAI, KIA, AUDI, VOLKSWAGEN, SUBARU, MAZDA, JEEP, RAM, DODGE, CHRYSLER, GMC, BUICK, CADILLAC, LINCOLN, VOLVO, LEXUS, INFINITI, ACURA, and many more.

๐Ÿ“Š Output

Each car listing becomes a structured record. Here is an example of what a single result looks like:

{
"imageUrl":"https://images.autotrader.com/hn/abc123/a.jpg",
"id":"abc123456789",
"vin":"4T1B11HK5JU123456",
"year":2022,
"make":"Toyota",
"model":"Camry",
"trim":"SE",
"title":"2022 Toyota Camry SE",
"bodyStyle":"Sedan",
"price":24995,
"mileage":31240,
"exteriorColor":"Blueprint",
"interiorColor":"Black",
"driveType":"FWD",
"fuelType":"Gasoline",
"transmission":"Automatic",
"engine":"2.5L 4-Cylinder",
"mpg":"28/39",
"condition":"Used",
"features":["Apple CarPlay","Android Auto","Lane Departure Alert","Backup Camera"],
"sellerName":"Beverly Hills Toyota",
"sellerPhone":"(310) 555-0192",
"sellerCity":"Beverly Hills",
"sellerState":"CA",
"isPrivateSeller":false,
"listingUrl":"https://www.autotrader.com/cars-for-sale/vehicledetails.xhtml?listingId=abc123456789",
"imageUrls":[
"https://images.autotrader.com/hn/abc123/a.jpg",
"https://images.autotrader.com/hn/abc123/b.jpg"
],
"scrapedAt":"2026-02-18T14:32:00.000Z"
}

Download your results as:

  • CSV - Open directly in Excel, Google Drive, or any spreadsheet tool
  • JSON - For developers and data pipelines
  • Excel - Ready-to-use workbook with all fields

๐Ÿ’Ž Why Choose the Autotrader Scraper?

Comprehensive data in one place. With 27+ fields per listing, you get everything from the VIN and engine specs to seller phone numbers and full photo galleries - far more than most tools provide.

Built for Autotrader's defenses. Autotrader uses one of the most aggressive bot protection systems in the automotive industry. This tool is purpose-built to navigate those protections reliably, so you spend less time troubleshooting and more time analyzing data.

Flexible search targeting. Filter by make, model, year range, location, and search radius. You can run broad market sweeps or laser-focused searches for a specific car in a specific region.

Private seller identification. The isPrivateSeller field instantly tells you whether a listing comes from a dealership or a private party - a distinction that matters for purchase strategy, sourcing, and outreach.

Complete seller contact details. Every listing includes the seller's name, phone number, city, and state. No need to manually visit each page to get contact information.

Photo URLs included. Access every photo for every listing - both the primary image and the full gallery. Useful for visual quality checks and automated inventory monitoring.

๐Ÿ“‹ How to Use

  1. Sign Up - Create a free account w/ $5 credit
  2. Find the Actor - Search for "Autotrader Scraper" in the Apify Store, or navigate directly to the ParseForge collection
  3. Set Your Input - Enter your ZIP code, choose a make and model, set your year range, and decide how many listings you want
  4. Run the Actor - Click the green "Start" button. The tool will begin collecting listings immediately
  5. Download Your Data - Once complete, download results as CSV, Excel, or JSON from the Results tab

Pro tip: Start with a small maxItems value (like 10-25) to verify your search settings return the listings you expect before running a large batch.

๐ŸŽฏ Business Use Cases

Used Car Dealers and Inventory Buyers

Stay on top of local and regional market prices without manual research.

  • Monitor competitor asking prices for specific makes and models in your area
  • Identify underpriced listings before other buyers do
  • Build a database of private seller leads for direct outreach
  • Track how long certain models sit on the market by comparing cost and mileage trends

Automotive Market Researchers

Build accurate, up-to-date datasets for analysis and reporting.

  • Analyze market value trends by year, trim, mileage, and region across thousands of listings
  • Compare fuel type distribution (gas vs. hybrid vs. electric) across different markets
  • Produce reports on vehicle depreciation curves using real listing data
  • Study seasonal market shifts by running regular automated data pulls

Auto Finance and Insurance Professionals

Make better underwriting and valuation decisions with current market data.

  • Pull real-time comparable vehicle values for loan-to-value calculations
  • Cross-reference VINs against market listings to validate collateral valuations
  • Track how specific trims and option packages affect market value
  • Build actuarial datasets for vehicle value modeling

Fleet Managers and Corporate Buyers

Streamline bulk vehicle sourcing and cost analysis.

  • Compare prices across multiple makes and models in a single run
  • Identify the best-value configurations within a target budget and mileage range
  • Source direct seller contacts to bypass dealership markups
  • Schedule regular data pulls to maintain an up-to-date view of available inventory

Automotive Journalists and Content Creators

Back up editorial content with real market data.

  • Pull current market rates for "best used cars under $X" articles
  • Verify manufacturer claims against actual listing prices
  • Compare regional cost differences for the same model to create location-based stories
  • Gather feature lists across trim levels to write accurate comparison pieces


๐ŸŒŸ Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

๐ŸŽ“ Research and academia

  • Empirical datasets for papers, thesis work, and coursework
  • Longitudinal studies tracking changes across snapshots
  • Reproducible research with cited, versioned data pulls
  • Classroom exercises on data analysis and ethical scraping

๐ŸŽจ Personal and creative

  • Side projects, portfolio demos, and indie app launches
  • Data visualizations, dashboards, and infographics
  • Content research for bloggers, YouTubers, and podcasters
  • Hobbyist collections and personal trackers

๐Ÿค Non-profit and civic

  • Transparency reporting and accountability projects
  • Advocacy campaigns backed by public-interest data
  • Community-run databases for local issues
  • Investigative journalism on public records

๐Ÿงช Experimentation

  • Prototype AI and machine-learning pipelines with real data
  • Validate product-market hypotheses before engineering spend
  • Train small domain-specific models on niche corpora
  • Test dashboard concepts with live input

๐Ÿค– Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

โ“ Frequently Asked Questions


๐Ÿ’ก More ParseForge Actors

Browse our complete collection of data extraction tools for more.

๐Ÿ†˜ Need Help?

  • Check the FAQ section above for common questions
  • Visit the Apify support page for documentation and tutorials
  • Contact us to request a new scraper, propose a custom data project, or report a technical issue with this actor at Tally contact form

โš ๏ธ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Autotrader or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

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