CarGurus Scraper — US, Canada & UK Listings with Deal Ratings

What is CarGurus Scraper?

CarGurus Scraper pulls structured car listings from CarGurus in the US, Canada and UK. Start in one of two ways: paste a CarGurus search URL you already filtered in the browser, or give a ZIP/postal code (or several) plus make, model, year, price and mileage filters. It returns one record per listing with VIN, price, total price, deal rating, price difference vs. market, mileage, days on market, specs, photo, dealer name, phone and distance. The output is designed for inventory review, lead generation, pricing analysis, and AI workflows that need a single listing as a clear JSON record. This Actor is usable through Apify MCP and through the Apify API.

This Actor is not affiliated with, endorsed by, or sponsored by CarGurus.

Best fit and connected workflows

This Actor fits workflows where a team needs current CarGurus inventory in a structured form.

Common routing paths include:

• Marketplace inventory review for a city, postal code, or dealership area
• Lead lists built from dealer name, phone, and listing URL
• Price and deal-rating analysis using price, totalPrice, dealRating, dealScore, and priceDifferential
• Inventory filtering by make, model, year, mileage, and price range
• AI agent workflows that need a consistent listing schema through Apify MCP

If you already have a CarGurus search results page with filters set in the browser, searchUrls keeps that query structure intact and reuses the page filters directly.

Practical scenario

A used-car buyer is comparing Toyota Camry inventory across New York, Chicago and Los Angeles. One run with postalCodes ["10001", "60601", "90012"], model Camry, minYear 2019 and maxMileage 60000 returns every matching listing with dealRating, priceDifferential and daysOnMarket. Sorting the dataset by priceDifferential shows which cars are priced furthest below market and how long they have been listed, which is where a dealer is most likely to negotiate.

Input fields

Field	Type	Description
country	string	CarGurus marketplace to search. Use US, CA, or UK.
postalCode	string	ZIP, Canadian postal/FSA, or UK outcode/postcode used as the search center.
postalCodes	array	More ZIP/postal codes searched in the same run with the same filters. Listings are de-duplicated; maxResults applies to the whole run.
distance	integer	Search radius around the postal code.
make	string	Optional make filter matched against listing make names.
model	string	Optional model filter matched against listing model names.
minPrice	integer	Minimum total price to keep.
maxPrice	integer	Maximum total price to keep.
minYear	integer	Minimum model year to keep.
maxYear	integer	Maximum model year to keep.
maxMileage	integer	Maximum mileage to keep.
sortBy	string	Sort order such as deal_score, price_asc, price_desc, mileage_asc, year_desc, or distance.
searchUrls	array	One or more CarGurus search or inventory URLs. Reuses the URL filters directly.
maxResults	integer	Maximum number of listings returned per run.
proxyConfiguration	object	Proxy settings used to reach CarGurus.

Focused JSON input example

{
  "country": "US",
  "postalCode": "10001",
  "distance": 50,
  "make": "Toyota",
  "model": "Camry",
  "minYear": 2019,
  "maxMileage": 60000,
  "sortBy": "deal_score",
  "maxResults": 100
}

Output fields

Each dataset item is one CarGurus listing.

Field	Type	Description
listingId	string	CarGurus internal listing ID.
listingUrl	string	Permalink to the listing detail page.
title	string	Listing title.
make	string	Vehicle make.
model	string	Vehicle model.
trim	string or null	Trim level.
year	integer or null	Model year.
vin	string or null	Vehicle Identification Number.
stockNumber	string or null	Dealer stock number.
bodyType	string or null	Body style.
price	number or null	Sticker price in local currency.
totalPrice	number or null	Price including dealer fees.
msrp	number or null	Manufacturer suggested retail price.
priceCurrency	string	ISO currency code.
dealRating	string or null	CarGurus deal rating.
dealScore	number or null	Numeric deal score from 0 to 1.
priceDifferential	number or null	Difference versus CarGurus IMV.
mileage	integer or null	Odometer reading.
daysOnMarket	integer or null	Days the listing has been on the market.
exteriorColor	string or null	Exterior color.
interiorColor	string or null	Interior color.
transmission	string or null	Transmission type.
driveTrain	string or null	Drivetrain.
fuelType	string or null	Fuel type.
engine	string or null	Engine display name.
combinedMpg	string or null	Combined fuel economy string.
options	array	Feature and option strings.
imageUrl	string or null	Primary photo URL.
pictureCount	integer or null	Number of photos.
sellerType	string or null	Seller type.
dealerName	string or null	Dealer or seller name.
isFranchiseDealer	boolean or null	Whether the seller is a franchise dealer.
sellerCity	string or null	Seller city and region.
sellerRegion	string or null	Seller state or region code.
sellerPostalCode	string or null	Seller postal or ZIP code.
phone	string or null	Dealer phone number.
distance	number or null	Distance from the searched postal code.
country	string	Marketplace code.
scrapedAt	string	ISO 8601 scrape timestamp.

Sample output record

A listing row from a ZIP 10001 search:

{
  "listingId": "455954871",
  "listingUrl": "https://www.cargurus.com/Cars/link/455954871",
  "title": "2023 BMW M4 Competition xDrive Convertible AWD",
  "make": "BMW",
  "model": "M4",
  "trim": "Competition xDrive Convertible AWD",
  "year": 2023,
  "vin": "WBS33BA01PCM96331",
  "stockNumber": "A1312S",
  "bodyType": "Convertible",
  "price": 69995,
  "totalPrice": 69995,
  "msrp": null,
  "priceCurrency": "USD",
  "dealRating": "GREAT_PRICE",
  "dealScore": 0.99990386,
  "priceDifferential": 2562,
  "mileage": 13842,
  "daysOnMarket": 52,
  "exteriorColor": "Gray (Brooklyn Grey Metallic)",
  "interiorColor": "SILVERSTONE/BLACK",
  "transmission": "Automatic",
  "driveTrain": "All-Wheel Drive",
  "fuelType": "Gasoline",
  "engine": "503 hp 3L I6",
  "combinedMpg": "19 MPG",
  "imageUrl": "https://static.cargurus.com/images/forsale/2026/09/05/18/14/2023_bmw_m4-pic-965290619885420473-1024x768.jpeg",
  "pictureCount": 0,
  "sellerType": "DEALER",
  "dealerName": "Teddy Volkswagen",
  "isFranchiseDealer": true,
  "sellerCity": "Bronx, NY",
  "sellerRegion": "NY",
  "sellerPostalCode": "10466",
  "phone": "(775) 264-9877",
  "distance": 12.146781,
  "country": "US",
  "scrapedAt": "2026-10-04T14:47:59.633Z"
}

How it works

The Actor uses CarGurus search results through the hidden searchResults.action JSON API described in the live contract. It applies the marketplace selection from country, then searches by postal code or by the supplied searchUrls. Structured filters such as price, year, mileage, make, and model are enforced on the returned listings. Results are saved to the default dataset, and the run summary is written to the default key-value store.

Pricing

This Actor uses Pay per event pricing with Apify platform usage included: you pay a small start event and one listing-scraped event per listing saved, with no separate usage charge. The Pricing tab shows the current event prices.

Events in the live contract:

• Actor start
• Listing scraped

Example: if a run returns one hundred listings, the billed events include one actor start and one hundred listing scraped events. The run cost scales only with the number of listings returned, and maxResults caps it.

Use with AI agents (MCP)

This Actor is available as an Apify Actor usable through Apify MCP. The tool returns structured CarGurus listing data for agent workflows that need inventory, pricing, and dealer contact fields in a predictable schema.

Actor identity: khadinakbar/cargurus-scraper

Tool description: retrieve CarGurus marketplace listings using a postal search or saved CarGurus results URL, then read the dataset items as JSON.

Find Toyota Camry listings in the US marketplace near 10001, sort by deal score, and return up to 50 records. I need VIN, total price, mileage, dealer phone, and listing URL for each item.

Output interpretation:

• dealRating, dealScore, and priceDifferential describe CarGurus' own listing evaluation fields
• listingUrl points to the listing detail page
• phone, dealerName, and sellerCity identify the seller shown on the listing
• scrapedAt gives the scrape timestamp for the returned dataset record

Provenance and scope:

• Data comes from public CarGurus listing results
• The Actor supports the US, CA, and UK marketplaces
• searchUrls can preserve filters already set in a CarGurus results page
• Pagination continues until the requested result count is reached or the search space is exhausted

Cost guidance:

• Each returned listing is charged as a Listing scraped event
• A smaller maxResults value reduces event count
• The live Pricing tab is the source of truth for billing details

Apify API example

import { ApifyClient } from "apify-client";

const client = new ApifyClient({
  token: process.env.APIFY_TOKEN,
});

const run = await client.actor("khadinakbar/cargurus-scraper").call({
  country: "US",
  postalCode: "10001",
  distance: 50,
  make: "Toyota",
  model: "Camry",
  maxResults: 10,
  proxyConfiguration: {
    useApifyProxy: true,
  },
});

const dataset = await client.dataset(run.defaultDatasetId).listItems({
  clean: true,
  format: "json",
});

console.log(dataset.items);

Best results and outcome guidance

Use a single marketplace and a focused location first, then narrow with make, model, minYear, maxYear, minPrice, maxPrice, and maxMileage as needed. deal_score is the default sort order and is a practical starting point when reviewing listings by value. If you already have a CarGurus results page configured in the browser, paste that URL into searchUrls to reuse the same filters and search structure.

Continue the workflow

• Then use Mobile.de Scraper — Vehicle Price & Stock Monitor to extend this Actor with a neighboring vehicle-market research source when the brief calls for Mobile data.
• Then use Autotrader UK Scraper to extend this Actor with a neighboring vehicle-market research source when the brief calls for Autotrader data.

Design note

I found that the output contract exposes a separate listings dataset link and a summary record in key-value storage, which makes it clear that the run result is split between row-level listing data and run-level metadata.

FAQ

Can I search by country and postal code?

Yes. Set country to US, CA, or UK, then provide a matching postalCode.

Can I use a saved CarGurus search page instead of structured filters?

Yes. Paste one or more results-page URLs into searchUrls to reuse the exact CarGurus filters from the browser.

Which fields are most useful for lead generation?

dealerName, phone, sellerCity, listingUrl, vin, and title are the main contact and record-identity fields.

Which fields are most useful for pricing analysis?

price, totalPrice, msrp, dealRating, dealScore, priceDifferential, mileage, and daysOnMarket support review and comparison workflows.

Is this Actor usable through Apify MCP?

Yes. It is an Apify Actor usable through Apify MCP and returns structured listing data that agent workflows can consume.

Responsible use

Use this Actor for lawful, public-data workflows such as market research, inventory monitoring, and internal analysis. Respect CarGurus terms, applicable law, and third-party rights when collecting, storing, and using listing data.