CarGurus Scraper 🚗 — US, Canada & UK Car Listings Data (Price, VIN, Specs, Dealer, Images)

Scrape CarGurus listings at scale from cargurus.com (USA), cargurus.ca (Canada) and cargurus.co.uk (UK) — no login, no browser, no code. Paste a CarGurus search URL or just pick a country + location, and get clean, structured JSON for every car: price, mileage, VIN, full specs, dealer details and all listing photos.

Fast, reliable CarGurus data extraction for car dealers, marketplaces, price-monitoring tools, lead generation and market research.

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✨ Why use this CarGurus Scraper?

• 🌍 3 countries, one actor — United States, Canada and the United Kingdom, auto-detected.
• 🔗 Two ways to search — paste a CarGurus URL, or build a search with simple fields (no URL needed).
• 🖼️ Every image, full resolution — not just the thumbnail (often 25–80 photos per car).
• ⚡ Fast — 20 concurrent per-listing fetches.
• 🔢 All pages or set a limit — maxPages = 0 scrapes the entire result set.
• 🛡️ Anti-blocking built in — browser-grade TLS fingerprinting + geo-targeted residential proxies (no proxy setup required).
• ♻️ Migration-safe — resumes exactly where it left off, no duplicate or lost data.
• 📦 Clean, validated schema — one tidy record per listing, ready for Excel, Google Sheets, CSV, JSON or API.
• 🤖 AI-agent & MCP ready — typed input/output schema that LLM agents can call directly.

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🚀 Quick start

You have two options — use whichever is easier:

Option A — Paste a CarGurus URL

1. Go to CarGurus (or .ca / .co.uk) and apply your filters — location/ZIP, make, model, price, mileage, etc.
2. Copy the URL from your browser's address bar.
3. Paste it into Search by URL → CarGurus search URLs and click Start.

Option B — No URL needed

Leave the URL field empty and just fill in Search by filters:

• Country (US / Canada / UK)
• ZIP / Postal code (e.g. 10001, M4B 1B4, SW1A 1AA)
• Search radius, Sort by, Sort direction, and optional make/model filter

The actor builds the correct CarGurus search for you.

That's it. Results stream into the dataset as the actor runs.

Example input (Option A)

{
  "startUrls": [
    { "url": "https://www.cargurus.com/search?distance=10&sortType=BEST_MATCH&zip=10001" },
    { "url": "https://www.cargurus.ca/search?zip=M4B+1B4&entityId=d1751" },
    { "url": "https://www.cargurus.co.uk/search?distance=75&sortType=DEAL_SCORE&zip=75+001" }
  ],
  "maxPages": 0
}

Example input (Option B)

{
  "searchCountry": "US",
  "zip": "10001",
  "distance": 50,
  "sortType": "BEST_MATCH",
  "sortDirection": "ASC",
  "maxPages": 0
}

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⚙️ Input parameters

Search by URL

Field	Type	Description
startUrls	array	One or more CarGurus search/result URLs (US, CA or UK). Leave empty to use the filter fields below.

Search by filters (used only when no URL is provided)

Field	Type	Description
searchCountry	enum	US, CA or UK — picks the marketplace/domain.
zip	string	ZIP / postal code to search around (required for this mode).
distance	integer	Search radius. Default 50.
sortType	enum	BEST_MATCH, DEAL_SCORE, PRICE, MILEAGE, YEAR, DISTANCE, LISTING_DATE.
sortDirection	enum	ASC or DESC.
makeModelTrimPaths	string	(Advanced, optional) CarGurus make/model path, e.g. m4 or m124,m124/d1751.

Scraper settings

Field	Type	Description
maxPages	integer	Max result pages per URL. 0 (default) = scrape every page until exhausted.

Proxies are handled automatically (geo-targeted residential), so there's no proxy configuration to set up.

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📤 Output — one record per listing

Each listing comes from CarGurus' per-listing detail endpoint, so you get full specs, dealer info and every photo:

{
  "country": "US",
  "listingId": 441325338,
  "title": "2023 Hyundai Tucson SEL FWD",
  "year": 2023,
  "make": "Hyundai",
  "model": "Tucson",
  "trim": "SEL FWD",
  "price": 21495,
  "priceString": "$21,495",
  "msrp": 28500,
  "expectedPrice": 22100,
  "dealScore": 8.7,
  "dealRating": "GREAT_PRICE",
  "mileage": 31250,
  "mileageString": "31,250 mi",
  "condition": "USED",
  "isNew": false,
  "vin": "5NMJBCAE8PH000000",
  "stockNumber": "H12345",
  "transmission": "Automatic",
  "drivetrain": "Front-Wheel Drive",
  "engine": "2.5L I4",
  "fuelType": "Gasoline",
  "exteriorColor": "White",
  "interiorColor": "Black",
  "doors": "4 doors",
  "postalCode": "11209",
  "distance": 8,
  "savedCount": 12,
  "dealerName": "Hyundai City of Bay Ridge",
  "dealerType": "FRANCHISE",
  "dealerPhone": "(718) 000-0000",
  "dealerLocation": "Brooklyn, NY, 11209",
  "dealerWebsite": "https://...",
  "dealerRating": 4.6,
  "dealerReviewCount": 1284,
  "imageCount": 49,
  "mainImage": "https://static.cargurus.com/.../1024x768.jpeg",
  "images": ["https://...", "https://..."],
  "listingUrl": "https://www.cargurus.com/Cars/inventorylisting/...",
  "detailApiUrl": "https://www.cargurus.com/Cars/detailListingJson.action?inventoryListing=441325338",
  "sourceUrl": "https://www.cargurus.com/search?...",
  "scrapedAt": "2026-06-08T17:40:00+00:00"
}

The dataset ships with a typed Output schema and a clean table view (price, mileage, deal rating, dealer, photo, listing link). Export to JSON, CSV, Excel, HTML or via the Apify API / MCP.

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💡 Use cases

• Car dealers & resellers — monitor competitor pricing and inventory across markets.
• Price intelligence — track deal ratings, price drops and days-on-market.
• Lead generation — build dealer contact lists with phone, website and ratings.
• Marketplaces & aggregators — bulk-import vehicle inventory with full media.
• Market research & analytics — model pricing trends by make, model, region.

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🤖 Use with AI agents (MCP)

This actor exposes a clean, typed input/output schema, so AI assistants and MCP (Model Context Protocol) clients can call it directly — e.g. "Get all used Tucsons near ZIP 10001 sorted by best deal, with photos." Structured fields like price, dealRating, vin and images make the data immediately usable by LLM agents.

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❓ FAQ

Which CarGurus sites are supported? US (cargurus.com), Canada (cargurus.ca) and UK (cargurus.co.uk) — automatically detected from your input.

Do I need a URL? No. Use Option B (country + ZIP/postal code) and the actor builds the search for you.

Do I need to set up proxies? No. Geo-targeted residential proxies are built in.

How do I get every car, not just page 1? Leave maxPages at 0.

Can I get all photos? Yes — the images array contains every full-resolution photo for each listing.

Will I get blocked? The actor uses browser-grade TLS impersonation plus country-matched residential proxies to stay reliable.

What if the run is interrupted? It's migration-safe — state is persisted and the run resumes without losing or duplicating data.

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💎 Free vs. Paid

The Free plan is limited to 20 results per run. To unlock unlimited listings, all pages and full speed, upgrade here:

👉 Subscribe to a paid Apify plan

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📬 Contact & custom solutions

• ⚡ Unlock full pages and higher limits by subscribing to an Apify plan.
• 💼 Need a custom solution? Reach out at youssefarhan24@gmail.com
• 🌐 Got a site in mind? Suggest it here

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⚖️ Legal & fair use

Scrape only publicly available data and use it in compliance with CarGurus' Terms of Service and applicable laws (including GDPR/CCPA where relevant). You are responsible for how you use the extracted data.

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Keywords: CarGurus scraper, CarGurus API, car listings scraper, used car data, vehicle data extraction, CarGurus UK, CarGurus Canada, car price monitoring, dealer inventory scraper, VIN scraper, auto data, car marketplace data.