Canada Autotrader Scraper: Low-Cost Vehicle Data Extraction at $0.00025/Result

The Canada Autotrader Scraper is the most cost-efficient way to extract vehicle data from Autotrader.ca on the Apify platform. At just $0.00025 per listing — one of the lowest prices for any automotive scraper — it's purpose-built for high-volume data collection, ML training datasets, and pricing model research.

What Data Does It Extract?

• Vehicle details — Make, model, year, trim, price, mileage
• Specifications — Transmission, drivetrain, body type, fuel type
• Seller info — Dealer or private seller, location (city, province)
• Images — Photo gallery URLs
• Description — Full listing text
• Listing URL — Direct link to the Autotrader.ca page

Why Choose This Actor for Large Datasets?

At $0.00025 per record, you can extract:

• 20,000 listings for just $5 (within the free trial credit)
• 100,000 listings for $25
• 1,000,000 listings for $250

This makes it the ideal actor for teams building ML training datasets, researchers running longitudinal market studies, or anyone who needs a full snapshot of the Canadian used car market.

Key Use Cases

• ML training data — Build datasets for vehicle valuation or depreciation prediction models
• Market snapshots — Capture the full state of the Canadian used car market at a point in time
• Price modelling — Analyse pricing across makes, models, years, and regions
• Image datasets — Collect vehicle photos for computer vision and classification models
• Academic research — Study automotive market trends, electric vehicle adoption, regional pricing

How to Run It

1. Open the actor on Apify Store
2. Provide your Autotrader.ca search URL
3. Run the actor and collect your dataset

Pricing

At just $0.00025 per result — 4× cheaper than most comparable actors — this is the best value option for high-volume extraction. Apify's free $5 credit gives you 20,000 listings to start.

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Frequently Asked Questions

Is this the same as the main Autotrader Canada actor?

They both scrape Autotrader.ca but differ in pricing model and implementation. This actor is optimised for lower cost at the expense of some advanced features — ideal when data volume matters more than metadata completeness.

Can I scrape the entire Canadian market?

Yes. Use a broad Autotrader.ca search without geographic restrictions to capture all available listings nationwide. With pagination handling built in, the actor will work through every page automatically.

Is it suitable for production/commercial datasets?

Yes. The actor has processed 506+ runs successfully. For high-value commercial applications where data completeness is critical, consider pairing it with the Autotrader Canada Scraper which has more detailed extraction.

Get the most affordable Canadian automotive data with the Canada Autotrader Scraper on Apify. See all my actors →