Chocodata
public Via Universal scraper Automotive

Cargurus Vehicle Scraper API

Access any Cargurus page using our Cargurus Scraper API. Point one API request at a Cargurus URL and get structured JSON back while we get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection through residential proxies. Get back fields like make and model, price, deal rating, mileage as structured JSON.

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check_circle 1,000 free requests/month. No credit card. Residential proxies.

Request 
curl "https://api.chocodata.com/api/v1/universal/get?api_key=YOUR_API_KEY&url=https://www.cargurus.com/"
JSON Response
200 OK 
{
  "success": true,
  "url": "https://www.cargurus.com/",
  "status": 200,
  "content": "parsed Cargurus page content..."
  // + more fields
}
lan 235 targets
vpn_lock Residential proxy network
data_object Structured JSON
redeem 1,000 free requests/mo

Cargurus is served through the Universal Web Scraper API

You scrape Cargurus with Chocodata's Universal Web Scraper API: point it at any Cargurus URL and get the page back as structured JSON. Residential proxies, rotation, and retries are handled for you, with no Cargurus-specific setup. The same API key and credits work here as on every dedicated endpoint.

Universal scraper Start free

About Cargurus

CarGurus is an automotive marketplace that lists new and used vehicles with a market-based deal rating. An individual vehicle detail page exposes one listing's full specs, price, and dealer information, which is the content worth scraping.

Scraping note: Detail pages render much of their data client-side and are rate-limited, so a headless browser with measured request pacing is recommended.

Example Cargurus page

https://www.cargurus.com/Cars/inventorylisting/viewDetailsFilterViewInventoryListing.action?listingId=EXAMPLE-ID

Pass a URL like this as url= to the Universal Web Scraper API and get it back as JSON.

Fields you can extract from Cargurus

check_small make and model check_small price check_small deal rating check_small mileage check_small vehicle options check_small dealer name and location

Common use: A valuation service can scrape individual CarGurus listing pages to record per-vehicle specifications and the deal rating for pricing analysis.

Everything you need to scrape Cargurus

Residential proxies keep your own IP out of every request, the JSON comes back clean, and 1,000 free requests a month let you prove cargurus scraper works before you add a card.

data_object

Clean structured JSON

The Cargurus page comes back as JSON in the parse mode you choose: auto, html, text, or json. No selectors to maintain for cargurus scraper.

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Bypasses CAPTCHAs and anti-bot defenses

We get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection on Cargurus using rotating, country-matched residential proxies, so requests look like real users and your own IP stays private.

api

One API call

Scraping Cargurus is one simple API call. The same key works across our whole web scraping API: all 235 targets, any language, no SDK required.

travel_explore

Geo-targeting and JS rendering

Pass a country for proxy geo-targeting and turn on JavaScript rendering when a Cargurus page needs it. cargurus data api handles dynamic content and region-locked results.

Scrape Cargurus in one API request

Point the Universal Web Scraper API at any Cargurus page and get structured JSON back. You supply the URL; Chocodata handles the blocks, rotation, and retries that make scrape cargurus hard to run yourself.

  • check_circle JSON in the parse mode you choose
  • check_circle Residential-proxy infrastructure
  • check_circle Only successful 2xx responses are billed
Get your free API key

Request

curl "https://api.chocodata.com/api/v1/universal/get?api_key=YOUR_API_KEY&url=https://www.cargurus.com/"

Response

{
  "success": true,
  "url": "https://www.cargurus.com/",
  "status": 200,
  "content": "parsed Cargurus page content..."
  // + more fields
}

Parameters

Cargurus routes through the Universal Web Scraper API, so the parameters are the universal ones: the URL to fetch, an optional parse mode, and an optional country for proxy geo-targeting.

Parameter Type Required Example
url string required https://example.com
parse enum optional auto
country string optional us

Enum parameters accept a fixed set of values. For example, parse accepts auto, html, text, json.

What you can build with Cargurus data

Once the scraping API returns Cargurus vehicle data as clean JSON, these are the patterns teams reach for most.

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Data Aggregation

Pull Cargurus vehicle records into your own warehouse and analyze them on your terms.

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Market Intelligence

Track Cargurus vehicle data over time to spot market shifts before competitors do.

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Competitor Monitoring

Watch rivals on Cargurus and alert your team when prices, ranks, or listings change.

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Lead Generation

Turn Cargurus vehicle data into targeted lead lists and feed them into your CRM.

Why developers pick Chocodata for Cargurus

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Fast at the tail

Median 2.6 s per request with multi-tier retry, so latency stays predictable even when Cargurus fights back.

verified_user

Parity-checked output

The Universal scraper returns the live page faithfully in your chosen parse mode.

hub

One key, 235 targets

The same scraping API key that scrapes Cargurus works across every other target, with official Node, Python, and Go SDKs.

Simple pricing that scales with you

Start free with 1,000 requests a month and 5,000 credits, no credit card. Scale on monthly plans from $19, or top up pay-as-you-go at $0.90 per 1,000 successful requests. Only successful 2xx responses are billed, and every plan covers the full scraping API: all 235 targets and every endpoint.

Free

$0

Forever free on signup

  • check_circle1,000 requests / month (5,000 credits)
  • check_circle10 concurrent requests
  • check_circleAll 237 targets
  • check_circleFull dashboard + analytics
  • check_circleTop-up at $0.90 / 1k
  • check_circleCommunity support
Start free
Most popular

Vibe

$19 / month

$0.70 / 1k effective

  • check_circle27,000 requests / month (135,000 credits)
  • check_circle30 concurrent requests
  • check_circleAll 237 targets + content-language
  • check_circleCountry-matched residential IPs
  • check_circlePer-API-key usage tracking
  • check_circleTop-up at $0.90 / 1k
  • check_circleEmail support (1 business day)
Get Vibe

Pro

$49 / month

$0.60 / 1k effective

  • check_circle82,000 requests / month (410,000 credits)
  • check_circle50 concurrent requests
  • check_circlePriority routing queue
  • check_circleCountry-matched residential IPs
  • check_circleTeam seats (up to 5)
  • check_circleTop-up at $0.90 / 1k
  • check_circleEmail + chat support
Get Pro

Custom

$100-$2k / month

Flat $0.50 / 1k effective at every level

  • check_circle200k - 4M+ requests / month
  • check_circle100-500+ concurrent requests
  • check_circlePriority queue (highest)
  • check_circlePremium proxy pool + SLA on request
  • check_circleUnlimited team seats
  • check_circleWire / invoice / annual PO
  • check_circleDedicated Slack channel
Pick Custom level

Pay-as-you-go top-up

$0.90 / 1,000 successful requests

Available on every plan including Free. Top up any time when included credits run out. Only 2xx responses charged. Balance never expires.

See full pricing and calculator →

Cargurus Scraper API FAQ

Is it legal to scrape Cargurus?

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Scraping publicly accessible Cargurus data is generally legal in the US under the Ninth Circuit's hiQ v. LinkedIn ruling, which held that scraping public web data does not violate the Computer Fraud and Abuse Act. It does not override Cargurus's own Terms of Service, which are a contract matter, so check those for your use case and comply with data laws such as GDPR. This is general information, not legal advice.

How do I scrape Cargurus without getting blocked?

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You scrape Cargurus without getting blocked by sending the URL to the Universal Web Scraper API, which fetches it through rotating residential proxies and retries on soft blocks. Your own IP is never used, so Cargurus's anti-bot layer sees ordinary residential traffic instead of a server.

What data does the Cargurus Scraper API return?

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Through the Universal Web Scraper API you get the Cargurus page back as JSON: rendered HTML, plain text, or auto-parsed content depending on the parse mode you pass. You choose the URL, Chocodata returns the data.

How much does the Cargurus Scraper API cost?

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The Cargurus Scraper API costs nothing to start: the Free plan includes 1,000 requests per month (5,000 credits) across all 235 targets. After that, monthly plans begin at $19, or you top up pay-as-you-go at $0.90 per 1,000 successful requests. One request is 5 credits, and non-2xx responses are never charged.

Do I need a Cargurus account or login?

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No Cargurus login is needed for public pages. You point the Universal Web Scraper API at a publicly accessible Cargurus URL with your Chocodata API key; you do not hand over any Cargurus credentials. Login-gated content is not supported.

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Start scraping Cargurus for free

1,000 free scraping API requests on signup across all 235 targets. No credit card required.

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