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TrueCar Scraper API

Pull TrueCar pricing into JSON — what others paid, market average price, and the price curve from high to low for a given make, model, trim, and local area.

Vehicle listingsPricing & historyDealer dataSpecs & VIN
▸ Overview

TrueCar centers on price transparency, showing what other buyers actually paid and where a given offer sits on the local market price curve. The TrueCar Scraper API returns the market average, the paid-price distribution, and TrueCar Price markers as structured pricing fields.

It fits negotiation tools and market-rate dashboards that need realized-transaction context rather than headline asking prices. Averages are scoped to the requested ZIP or region so the price curve reflects genuinely local demand.

TrueCar Scraper API · request
# POST a target — get validated JSON back
curl https://api.crawlzo.com/v4/scrape \
  -H "Authorization: Bearer $CRAWLZO_KEY" \
  -d '{
  "url": "https://www.truecar.com/",
  "type": "listing",
  "geo": "us"
  }'

// ← response
{
  "status": "ok",
  "data": {
    "make": "Toyota",
    "model": "RAV4",
    "year": 2023,
    "price": 31450,
    "mileage": 18200,
    "vin": "…",
    "dealer": "..."
  }
}
"type": "listing", "geo": "us"
▸ What you can extract

Every public field, structured for you.

TrueCar data parsed into clean, validated JSON. Pull any group below on its own, or combine them in a single request.

Vehicle listing

  • Make, model, trim, year
  • Mileage, body style, color
  • VIN, stock number, condition
  • Photos and listing description

Pricing & history

  • List price and price drops
  • Market value and deal rating
  • Days on market
  • Estimated payments

Specs & features

  • Engine, drivetrain, transmission
  • Fuel economy and emissions
  • Options and packages
  • Accident / title history signals

Dealer / seller

  • Dealer or private-seller name
  • Rating and contact details
  • Location and distance

Search results

  • Ranked vehicles per make/model + area
  • Price, mileage, year, trim filters
  • Sort and pagination
▸ Built on the Crawlzo engine

The hard parts, already solved.

▸ What teams build with it

Common use cases.

[ 01 ]

Market-average price benchmarking

[ 02 ]

What-others-paid transaction context

[ 03 ]

Local price-curve analysis by ZIP

[ 04 ]

Negotiation and offer-positioning tools

▸ FAQ

TrueCar scraping, answered.

Structured JSON straight from the API, or pushed to your stack natively — S3, BigQuery, Snowflake, Postgres, Kafka, or any HTTPS webhook. Call it from Python, Node, Go, Rust, or any HTTP client. The data lands where your pipeline already lives.

No. You pay for valid, schema-passing rows only. Retries, blocks, CAPTCHAs, and 5xxs are on us. If a run doesn't return data that conforms to the schema, it isn't billed.

Every request routes through the same engine behind our Web Unblocker API: compliant residential IPs, real browser fingerprints, TLS-level evasion, behaviour modelling, and built-in CAPTCHA solving. Hard targets become routine.

Yes. We respect robots policies, rate budgets, and ToS-aware allow/deny lists. We deliver and move on — no row-level retention beyond your replay window. GDPR DPA, PII redaction, and custom data residency available on request.

TRUECAR DATA · ON TAP

Start pulling TrueCar data this week.

Tell us the TrueCar surface you need and the shape you want it in. We'll come back in 24 hours with a sampled output, a scoped plan, and a price. Pilot in week one.

Pay only for data delivered99.99% uptime SLA99% success rate100M+ proxies