Automotive Data Scraping Services
Collect car listings, used and new vehicle prices, dealer inventory and incentives from marketplaces, dealer websites and OEM sites. Our automotive data scraping delivers clean, structured vehicle data your pricing, inventory and strategy teams can use, by make, model, trim and ZIP code.
Get a Free Vehicle Data Sample
Vehicle Data That Keeps Up With Every Listing and Price Change
Car prices change daily and differ by trim, mileage, condition, history, region and dealer, so two cars that look identical can be listed thousands of dollars apart. Checking marketplaces and dealer websites by hand misses most of these moves and wastes hours. Xwiz handles car data scraping for you, collecting public vehicle listings, prices, incentives and dealer inventory, then matching every vehicle by VIN, make, model, trim and year. As part of our wider web scraping services, we deliver clean vehicle data that helps your pricing, inventory and strategy teams price competitively, manage stock and spot regional gaps early.
Automotive Data Fields We Extract
Our vehicle data scraping covers 50 fields across vehicle details, pricing, incentives, condition, dealers, inventory and market value. Every record is matched by VIN, make, model, trim and year, so you compare the same car across every marketplace and dealer.
{
"vin": "4T1G11AK••••2345",
"year": 2022,
"make": "Toyota",
"model": "Camry",
"trim": "SE",
"mileage": 31240,
"condition": "used",
"title_status": "clean",
"owners": 1,
"price": 24850,
"price_prev": 25900,
"dealer": "Metro Auto Group",
"zip": "75201",
"days_on_market": 18,
"scraped_at": "2026-11-03T08:00"
}
Vehicle Details
What the car is- Make
- Model
- Year
- Trim
- Body type
- Engine
- Transmission
- Drivetrain
- Fuel type
- Exterior color
- Interior color
Pricing & Incentives
What buyers pay- List price
- Price change
- Price history
- MSRP
- Dealer discount
- Rebates & incentives
- Finance offers
- Lease offers
Condition & History
How it has been used- Mileage
- Condition
- New / used / CPO
- Title status
- Owner count
- Accident history
- Service records
Dealer & Seller
Who is selling- Dealer name
- Dealer type
- Dealer group
- Address
- City & ZIP
- Dealer rating
Inventory & Listing
How the listing moves- Listing ID
- VIN
- Stock number
- Listed date
- Days on market
- Sold / removed date
- Photo count
- Listing URL
Features & Market
How it compares- Key features
- Packages
- Safety rating
- Fuel economy
- Market value estimate
- Price vs market
- Region
- Currency
- Source site
- Date captured
Need a field that isn't listed? We'll scope it for your makes, models and markets.
Get a Free Vehicle Data SampleOur Automotive Data Scraping Services
From marketplace listings to dealer lots and OEM offers, our automotive data scraping services collect public vehicle data and turn it into structured data your pricing, inventory and strategy teams can act on. Each service can run on its own or as part of one combined vehicle feed. We build the scrapers, check every record and fix them when sites change.
Car Listing & Price Scraping
Marketplaces and dealer websites list the same car with different prices, photos and details. Our car listing data scraping collects make, model, year, trim, mileage, price, condition and dealer details from every source you choose, matches each vehicle by VIN and removes duplicates, so pricing and inventory teams work from one clean, complete vehicle feed.
Used Car Price & Depreciation Tracking
Used car prices drop with every month and mile, but not at the same rate for every model. Our used car price scraping tracks listing prices by year, trim and mileage over time and builds depreciation curves from thousands of listings, so dealers, lenders and remarketing teams can value trade-ins and set prices with confidence.
Dealer Inventory Scraping
Stock levels and days on lot show which vehicles sell and which sit. Our dealer inventory scraping tracks every vehicle each dealer lists, records when it appears, when its price changes and when it disappears, so dealer groups, OEMs and analysts can spot fast sellers, aging stock and gaps in local supply.
New Vehicle Pricing & Incentive Tracking
The sticker price is rarely what buyers pay. We collect MSRP, advertised prices, dealer discounts, cash rebates, finance and lease offers and dealer add-ons from OEM and dealer websites, so OEM marketing, dealer and pricing teams can see the real price of every new model and compare incentives across brands and regions.
Regional Vehicle Price Analysis
The same car can cost thousands more in one city than another. We compare like-for-like vehicles by year, trim and mileage band across regions, states and metro areas, and track how those gaps change over time, so wholesalers, dealer groups and remarketing teams can source stock where it is cheaper and price it for local demand.
Competitor Dealer Benchmarking
Your nearest competitors set the prices buyers compare you with. We track the dealers and marketplaces you name, compare their prices, days on lot, inventory mix and offers on the same models side by side, and flag when a rival undercuts you, so sales and pricing managers can respond the same day.
See How Your Vehicle Prices Compare Before Buyers Do
Send us the makes, models, dealers or markets you want to track. We’ll send a free sample dataset with VIN-matched listings, prices and days on lot, so you can check accuracy and coverage before you commit.
| Metro Auto Group (you) | $24,850 |
| Lone Star MotorsLowest | $24,390 |
| DriveMart | $24,990 |
| Prairie Auto | $25,200 |
Car Marketplaces, Dealers & OEM Sites We Scrape
We collect vehicle data from car marketplaces, online car retailers, OEM websites, dealer groups, auctions, valuation guides and public safety sources across the US, UK, Europe, India, Australia and the Middle East. We build a scraper for each source you pick, so every listing arrives in one clean, VIN-matched format. Need rental car prices? See our car rental data scraping services.
US Car Marketplaces
8- Cars.com
- Autotrader
- CarGurus
- TrueCar
- Edmunds
- CarsDirect
- Autolist
- Carfax Listings
Online Car Retailers
5- Carvana
- CarMax
- AutoNation USA
- DriveTime
- EchoPark
International Marketplaces
8- AutoScout24
- mobile.de
- Auto Trader UK
- La Centrale
- CarDekho
- Cars24
- Carsales
- Dubizzle Motors
OEM Websites
10- Toyota
- Ford
- Honda
- Chevrolet
- Hyundai
- Kia
- Nissan
- BMW
- Mercedes-Benz
- Tesla
Dealer Groups & Dealer Sites
5- Lithia Driveway
- Penske Automotive
- Group 1 Automotive
- Sonic Automotive
- Franchise dealer websites
Auctions & Wholesale
5- Manheim
- ADESA
- ACV Auctions
- Copart
- IAA
Valuation & Price Guides
6- Kelley Blue Book
- J.D. Power Values
- Black Book
- Hagerty Valuation
- Parkers
- Glass's
Safety & Vehicle Research
3- NHTSA
- IIHS
- fueleconomy.gov
Don't see your source? Tell us the website and we'll check it for free
We collect publicly available data only. Brand names belong to their owners and are listed to show sources we can scrape, not partnerships.
Built for Dealers, Automakers & Auto Marketplaces
Whether you sell cars, build them, finance them or study the market, our automotive data scraping is shaped around the decisions your team makes every week, from pricing and stock to incentives and vehicle values.
Car Dealers & Dealer Groups
Price every vehicle against nearby competitors, see how fast similar cars sell, and spot aging stock early, so your team protects margin without losing buyers to the dealer down the road.
Automakers & OEM Teams
Track advertised prices, incentives and dealer markups for your models and rivals' models by region, so marketing and pricing teams know what buyers actually see online.
Marketplaces & Online Retailers
Benchmark your listings, prices and coverage against other marketplaces and online retailers, and quickly find the makes, models and regions where your inventory falls short.
Lenders, Insurers & Leasing Firms
Value vehicles from real market prices by year, trim and mileage, track depreciation over time, and set residual values and loan amounts on current market data.
Analysts & Investors
Follow listing volumes, prices, days on lot and incentives across brands and regions as early signals of demand, supply and margins, without waiting for monthly reports.
Wholesalers & Remarketing Teams
Compare auction, dealer and marketplace prices for the same vehicles across regions, so you can buy where cars are cheaper and sell where demand is strongest.
Vehicle Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Your vehicle listings, prices and inventory data arrives ready to use, in the format, channel and schedule that fit how your pricing, inventory or analytics team already works.
Your Preferred Format
One row per vehicle listing, with the same columns every time, so files open straight in your spreadsheet, BI tool, DMS or database.
- CSV
- Excel
- JSON
- XML
Delivered Where You Work
Data lands directly in your DMS, pricing tool, dashboards or data warehouse, so your team never has to download, upload or reformat anything.
- REST API
- Amazon S3
- Google Sheets
- SFTP
On Your Schedule
Check prices several times a day in busy markets, refresh inventory and incentives daily or weekly, or order a one-time dataset for a study.
- Intraday
- Daily
- Weekly
- Monthly
- One-time
Matched & Checked Data
We match the same car across sites by VIN, standardise makes, models and trims, and check every file before delivery.
- VIN matching
- Make, model & trim normalisation
- Sold listing tracking
- QA checks
How Our Automotive Data Scraping Services Work
From the first call to your first file, every project follows the same clear steps. You always know what data you will get, when it arrives and how it was checked.
Share Your Makes, Models & Markets
Tell us the makes, models, marketplaces, dealers and ZIP codes you want covered, plus fields and refresh frequency, and we scope the project around your pricing or inventory decisions.
01
Get a Free Vehicle Data Sample
Before you commit, we send a free sample of real vehicle listings from your chosen markets, so your team can check fields, VIN matching and file format against your needs.
02
Custom Car Data Scraper Setup
We build scrapers for each marketplace, dealer website, OEM site and auction you need, handling search filters, ZIP radius, pagination and frequent layout changes without extra work from your team.
03
VIN Matching & Quality Checks
Every vehicle is matched across sources by VIN, makes, models and trims are standardised, and prices are checked for gaps, duplicates and outliers before any file reaches your team.
04
Scheduled Vehicle Data Delivery
Fresh listings, prices, inventory and incentives arrive on your schedule through API, S3, Google Sheets, SFTP or email, and we update scrapers whenever a source site changes its layout.
05
Why Choose Xwiz for Automotive Data Scraping
Car prices depend on trim, mileage, condition and location, and the same vehicle is often listed on several sites at once. Here's why dealers, automakers and marketplaces trust Xwiz to collect vehicle data cleanly.
Get in TouchMatched by VIN, Not Guesswork
The same car listed on a marketplace, a dealer site and an auction is matched by VIN into one record, so counts and prices are never doubled.
Like-for-Like Comparisons
Every price comes with year, trim, mileage, condition and history, so you compare the same kind of car instead of mixing very different vehicles.
Price Changes and Sold Cars Tracked
We record every price drop and when each listing disappears, so you see how long cars take to sell and how prices move before they do.
Local Market Coverage
We collect by ZIP code and search radius across marketplaces and dealer websites, so you see your real local market, not national averages.
Fully Managed, Zero Maintenance
We run the scrapers, proxies and infrastructure, check every record and deliver on schedule, so your team never has to build or maintain a scraper.
Public Data, NDA Protected
We collect only public vehicle listings and dealer data, never private seller details, buyer information or anything behind a login. Every project is covered by an NDA.
Case Study
Trusted by Clients Worldwide
Outstanding service! The team delivered accurate Amazon data much faster than expected, exceeding expectations impressively.
The scraping solution was seamless and efficient, saving us countless hours of tedious manual research and analysis.
Excellent communication and consistently reliable results keep our marketing team happy, confident, and fully supported throughout.
Very professional team that customized the scraper precisely to our project requirements, ensuring perfect results.
Impressive accuracy and speed; we use Xwiz's Walmart scraper daily for pricing insights and confident decisions.
Quick turnaround and top-quality output make their service recommendable for any company seeking reliable data.
They handled complex websites like Shein effortlessly, showing excellent attention to detail and responsive support.
Their data extraction helped us analyze competitors efficiently, supported by a reliable and strong team.
Smooth experience from start to finish; final data was perfectly formatted, clean, and consistently reliable.
Affordable, accurate, and responsive, they exceeded expectations on every project, delivering consistently impressive results always.
Automotive Data Scraping FAQs
Straight answers on what vehicle data we collect, which sites we cover, how we match cars by VIN, how often prices update and how to get a free sample.
Automotive data scraping services collect publicly listed vehicle data from car marketplaces, dealer websites, OEM sites, auctions and valuation guides. Xwiz builds and runs the scrapers for you, matches every car by VIN and delivers clean listings, prices, inventory and incentives, so your team gets automobile data without maintaining anything.
We collect make, model, year, trim, body type, engine, mileage, condition, title status, owner count, list price, price history, MSRP, rebates, finance and lease offers, dealer name and location, days on market and features. You choose the fields you need, and every vehicle arrives in the same format.
We cover marketplaces such as Cars.com, Autotrader, CarGurus and TrueCar, online retailers such as Carvana and CarMax, international sites such as AutoScout24 and mobile.de, OEM websites, dealer group sites, auctions and valuation guides. If a site lists vehicles publicly, we can usually scrape it.
Two cars of the same make and model can differ in trim, mileage, condition, accident history, number of owners, options and location, and each changes the price. We collect all of these fields with every listing, so you can compare true like-for-like vehicles instead of headline prices.
Yes. Our used car price scraping records listing prices by year, trim and mileage every time you choose, and keeps full price history for each vehicle. From thousands of listings we build depreciation curves, so you can see how values fall with age and miles for any model.
Both. We collect MSRP and advertised prices together with dealer discounts, cash rebates, loyalty bonuses, finance and lease offers and dealer add-ons from OEM and dealer websites. You see the real price buyers are offered, and how incentives differ by brand, model and region.
Yes. Our dealer inventory scraping tracks every vehicle each dealer lists, when it first appears, every price change and when it is removed. You can measure days on lot, spot aging stock and fast sellers, and compare inventory mix across competitor dealers in your market.
Collecting publicly visible data, such as vehicle listings, posted prices, dealer inventory and published incentives, is generally legal in most markets. Xwiz never collects personal data or data behind logins, and every project is reviewed and covered by an NDA. For legal questions about your specific use, check with your own counsel.
We can scrape car prices several times a day, daily, weekly, monthly or as a one-time dataset. Prices in busy markets often run several times a day, while inventory, incentives and valuation data usually refresh daily or weekly. Every record is timestamped, so you see exactly when prices changed.
Yes. Share the makes, models, dealers or markets you need, and we will scrape a free sample of real vehicle listings. You can check the fields, VIN matching and format against your own data before deciding on anything, with no commitment and an NDA in place.
Blog & Articles
Tell Us What Data You Need
Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.