Vehicle Listings and Pricing Data via API
Stop fighting vehicle-listing site anti-bot stacks manually. Send a dealer listing URL, get the data back. JS rendering, proxy rotation, and bot detection handled in a single request.
Key Benefits:
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based on 100+ reviews.
Mike Ritchie
CEO @ SeekWell
ScrapingBee simplified our day-to-day marketing and engineering operations a lot. We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider
What Developers Pull from Vehicle Data
Vehicle data scraping comes down to three jobs: comparing dealer inventory across regions, extracting specs like trim and drivetrain, and collecting accident history where it's publicly exposed.
Compare dealer inventory
Pull active listings from multiple dealer sites to compare make, model, mileage, and pricing across regional inventories. Build a sourcing dataset for buyers or fleet managers.
Extract vehicle specifications
Pull vehicle specifications including make, model, year, trim, engine type, transmission, drivetrain, and fuel economy. Feeds automotive-catalog workflows.
Collect accident history data
Pull accident history records, prior owner counts, and vehicle service records where exposed. Feeds risk-assessment and insurance workflows.
Transparent Vehicle Data Scraper API pricing
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How Vehicle Data API works
Manually collecting data from Vehicle Data is slow, limited and hard to scale. That's why more and more teams choose our API.
Create an account - get instant access to API key and 1,000 free credits to get started
Install our Python SDK (or Node, Go, PHP, Ruby - pick your stack). Pulling vehicle data becomes a single function call per page. No proxy rotation, no headless Chrome to manage.
Send a GET request with your API key, passing any vehicle listing URL. JavaScript renders, residential proxies rotate, and you get rendered HTML back, ready to parse.
When scraping vehicle data needs more, gain advanced parameters. render_js for JavaScript, stealth_proxy for CAPTCHAs, country_code for geo-targeting, ai_extract_rules for natural-language data extraction.
Vehicle Data Scraper API - Built for Vehicle-Listing Site Anti-Bot Stacks
Pull vehicle listing pages at scale across dealer and marketplace sites. Make, model, year, mileage, price, VIN, body style, dealer info, and photo gallery all parse in one call.
Send a natural-language spec via ai_extract_rules and get structured JSON of vehicle listing pages back, no per-site selectors required.
AI Web Scraping
Capture full-page vehicle listing screenshots through our Screenshot API. Useful for visual records of listings before they expire.
Screenshot API
Scrape Google Search to extract vehicle data results efficiently, enabling you to gather specific information directly from Google SERPs.
Explore Google Search API
Click, scroll, wait for dynamic content to appear, or just run some custom JavaScript code. Our JavaScript scenarios simulate real user behavior.
JavaScript Scraping API
Scrape vehicle data to receive clean, structured information in LLM-ready format, simplifying integration with your applications and analysis processes.
Markdown Scraper API
Scrape vehicle data by creating automated, no-code workflows using n8n and our API, streamlining your data extraction process.
n8n Scraper
Trusted by 4,000+ developers and data teams
Scraping is 50% dealing with ever-changing HTML files and 50% massaging data into a useable format. ScrapingBee’s incredible AI feature can do both much better than I ever could. Now I can spend 100% of my time on what matters most; my business.
Arvid Kahl,
Founder at Podscan
ScrapingBee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee.
Anton R,
CTO
ScrapingBee clear documentation, easy-to-use API, and great success rate made it a no-brainer.
Dominic Phillips,
Co-Founder at CodeSubmit
I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier!
Sam,
PhD candidate
So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need.
Maxime Y,
Product Manager @ NordFolk
Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format.
Andy Hawkes,
Founder at Loadster
Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient.
Aayushi,
Senior analyst
Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative.
Mike P.,
VP
Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It makes our work so much easier.
Daniel L,
Lead dev
Recognized for excellence
in web scraping
You're in great company
3,500+ developers use ScrapingBee to handle proxies, browsers, and anti-bot bypass.
What Our Scraper Reads from Vehicle Data
Every vehicle listing page returns make, model, year, trim, mileage, price, VIN, body style, fuel economy, dealer info, and the full image gallery.
Setup in Under Five Minutes
Code samples in every major language: Python, Node.js, Ruby, PHP, Go, cURL. Plus a request builder in the dashboard for testing without writing code.
DocumentationFrom Vehicle Data URL to Clean JSON
Hand us a Vehicle Data URL. We render, parse, and return make, model, year, mileage, price, VIN, body style, and dealer info, no HTML parsing on your side.
Web Scraping API
ScrapingBee in numbers
Developer Experience
Top-rated support &
documentation
Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.
Fantastic documentation
Take a look at our documentation and get started in minutes!
Code samples
Whatever the programming language you enjoy, we have written code examples in Java, Python, Go, PHP, cURL and JavaScript.
Knowledge base
Our extensive knowledge base covers the most frequent use cases with code samples.
Exceptional support
Fast, engineer-led support via live chat or email
Explore web scraping insights
Check out our documentation to find out more on how to utilise our API for your scraping needs.
AI Data Extraction
JS Rendering
Stealth Proxy
Screenshots
Custom Cookies
Download Images
More markets. More opportunities.
Expand your data collection beyond this scraper.
Why ScrapingBee?
The most reliable web scraping API, trusted by 4,000+ developers worldwide.
- Data analysts
- Growth teams
- Developers
- E-commerce businesses
GDPR and CCPA compliant
ScrapingBee does not collect or store personal data from scraped sites unless their user explicitly requests it.
CAPTCHA bypass capacity
We handle proxy rotation to avoid IP-based blocking. With headless browser rendering, we mimic real user browsing behaviour and reduce the blocking risk.
Scalable
The platform scales smoothly with thousands of headless browsers and rotating proxies, ensuring fast, reliable performance even during traffic spikes.
Speed and accuracy
We deliver fast, reliable results in 1-5 seconds with high accuracy across most sites, even JavaScript-heavy ones.
Vehicle Data Scraper FAQs
Public-facing pages can usually be scraped, but always review the target site's terms of service before deploying, and avoid post-login content.