I will build a custom cargurus scraper for vehicle data
I automate data collection and build Python scrapers for any website
About this Gig
Need CarGurus vehicle data without the manual copy-paste?
I'm a Python automation and web scraping specialist. I build custom scrapers that pull car listings at scale and hand you clean, ready-to-use data.
WHAT I EXTRACT
Title, price, mileage, location, dealer info, VIN (when available), features, images and listing URL.
WHY BUYERS CHOOSE ME
- Anti-bot handling built in, so your scraper keeps running
- Pagination handled automatically, no missed listings
- Cleaned and deduplicated with Pandas, zero manual cleanup
- Real working code, not a template - view it in my portfolio
- CSV, Excel or JSON export, your choice
MY STACK
Python, Selenium, DrissionPage, Requests, BeautifulSoup, Pandas, APIs.
HOW IT WORKS
1. You send your target search, filters and required fields
2. I confirm scope, price and timeline before we start
3. I build and test against live pages
4. You get your dataset plus a short field guide
Also works for other car marketplaces and most public listing sites.
Message me your target site and fields and I will reply with a clear scope before you spend anything.
Technology:
Python
•
Selenium
•
Beautiful soup
•
Pandas
Information type:
Real estate
•
Websites
Technique:
Automated
My Portfolio
FAQ
Can you scrape websites other than CarGurus?
Yes.CarGurus is my specialty, but the same approach works on most public listing sites - other car marketplaces, real estate, e-commerce and more. Send me your target site before ordering and I will confirm feasibility
How do you handle CAPTCHAs and anti-bot protection?
I use browser automation with Selenium and DrissionPage plus realistic request pacing and header management to keep sessions stable. No method bypasses protection permanently, which is why Premium delivers re-runnable automation, not a fragile one-off script.
What file formats do you deliver?
CSV and Excel by default. I can also deliver JSON, or format the output to drop straight into a Google Sheet, database or simple API. Tell me what it needs to connect to and I will match it.
How long will my project take?
3 days for Basic, 5 for Standard, 7 for Premium. Larger or more complex scopes may need longer, and I confirm an exact timeline with you before we start rather than after.
Will I own the code and the data?
Yes. Once delivered, the extracted data and any script I build are yours to keep, use, modify and reuse. No licensing restrictions and no ongoing fees.
Can the scraper run automatically on a schedule?
Yes, this is included in Premium. I can set it to run daily, weekly or on whatever cadence suits you, so your dataset refreshes on its own instead of you reordering every time.
What if CarGurus changes their website after delivery?
Site changes eventually affect every scraper. Premium includes a 14-day support window, so message me if anything breaks in that period. After that I am available for paid maintenance whenever you need it.
Can I see a sample before placing a full order?
Yes. For larger or unusual requests I am happy to run a small sample so you can confirm the fields and format look right before committing to the full order. Just message me.

