Scraper · Maintained Vehicle Inventory

Ultimate Car Listings Scraper (100 Sites)

Export used vehicle listings, dealer inventory, and historical observations from the maintained vehicle dataset, with brand, model, asking price, year, mileage, country, and history filters.

Scraper

What you get

Export used vehicle listings, dealer inventory, and historical observations from the maintained vehicle dataset, with brand, model, asking price, year, mileage, country, and history filters.

Run it yourself in your Apify account. Apify platform usage fees may apply separately.

Best for

  • Vehicle asking-price research
  • Dealer inventory analysis
  • Historical listing observations

Example output fields

  • Make
  • Model
  • Year
  • Asking price and currency
  • Mileage
  • Location
  • Source URL

Supported inputs

  • Brand and model
  • Asking price range
  • Year range
  • Mileage range
  • Country
Managed Service

Want us to run it for you?

We can configure inputs, validate output, schedule runs, clean records, monitor failures, and deliver the results to an agreed destination.

Request Managed Data
README

Ultimate Car Listings Scraper (100 Sites) technical notes

This Actor exports records from The Scrape Lab's maintained vehicle inventory. A run applies filters to collected current listings and historical observations; it should not be understood as a fresh crawl of every supported marketplace during that run.

Use Cases

  • Vehicle asking-price research
  • Dealer inventory analysis
  • Historical listing observations

Data Fields

  • Make
  • Model
  • Year
  • Asking price and currency
  • Mileage
  • Location
  • Source URL
  • Observed timestamp

Inputs

  • Brand and model
  • Asking price range
  • Year range
  • Mileage range
  • Country
  • History options

Workflow

  • Public Maintained Vehicle Inventory source
  • Actor run
  • Clean dataset
  • Delivery destination
  • Business report or automation

Delivery

  • CSV
  • Excel
  • Google Sheets
  • API
  • Database
  • Airtable
  • Notion
  • Slack
  • CRM

Limitations

  • Coverage varies by country, source, and collection period.
  • Prices are observed public asking prices, not completed transaction prices or valuations.
  • Listing availability may change after its last observed timestamp.
  • Fields depend on what each source publishes.

Setup Notes

  • Use listing URLs or search URLs from supported automotive sources.
  • Define make, model, location, year, mileage, and price filters before running market comparisons.
  • Separate inputs by marketplace when comparing inventory or pricing by source.

Output Handling

  • Normalize year, make, model, trim, mileage, price, seller, location, and listing URL fields.
  • Use listing URL or source listing ID for deduplication.
  • Price and availability are snapshots and should be timestamped for monitoring.

Quality Checks

  • Deduplicate vehicles that appear across multiple marketplaces.
  • Flag missing price, mileage, or VIN-like identifiers when those fields are required.
  • Spot-check listings by source to confirm filters were applied correctly.

FAQ

Can The Scrape Lab configure Ultimate Car Listings Scraper (100 Sites) for me?

Yes. We review the target, configure inputs, run tests, clean the output, and connect delivery where needed.

Can this run on a schedule?

In many cases, yes. Recurring schedules are reviewed based on the target, frequency, and reliability requirements.

Can the output go to Google Sheets or a CRM?

Yes. Delivery can be set up to Google Sheets, CSV, Airtable, databases, APIs, Slack, CRMs, or other tools depending on your workflow.

Is every request suitable?

No. We focus on public data and review each request before setup. Some targets or data requests may not be appropriate or technically reliable.

Tell us what data you need.

Send the website or source and explain what you want to achieve. We can help define the fields, frequency, and delivery.

Discuss your project