Ultimate Car Listings Scraper (100 Sites)
Collect public automotive listing data across supported car listing sources for pricing and inventory research.
What it does
Collect public automotive listing data across supported car listing sources for pricing and inventory research.
Best for
- Vehicle pricing research
- Inventory monitoring
- Marketplace analysis
Fields
- Vehicle title
- Price
- Mileage
- Year
- Make and model
- Seller
- Location
Inputs
- Listing URLs
- Search URLs
- Make or model filters
- Location
- Max listings
Ultimate Car Listings Scraper (100 Sites) technical notes
Ultimate Car Listings Scraper (100 Sites) can be used as part of a reviewed Apify workflow to collect public Automotive Listings data, clean the dataset, and deliver it to business tools. The exact setup depends on the target, available data, and required output structure.
Use Cases
- Vehicle pricing research
- Inventory monitoring
- Marketplace analysis
Data Fields
- Vehicle title
- Price
- Mileage
- Year
- Make and model
- Seller
- Location
- Listing URL
Inputs
- Listing URLs
- Search URLs
- Make or model filters
- Location
- Max listings
Workflow
- Public Automotive Listings source
- Actor run
- Clean dataset
- Delivery destination
- Business report or automation
Delivery
- CSV
- Excel
- Google Sheets
- API
- Database
- Airtable
- Notion
- Slack
- CRM
Limitations
- Availability depends on the target website or platform structure.
- Some data may not be publicly available.
- Some requests may not be suitable.
- The workflow is reviewed before setup.
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.