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Edmunds Scraper API

Extract Edmunds data as JSON — True Market Value pricing, expert and owner review scores, full trim specifications, and feature breakdowns for any vehicle configuration.

Vehicle listingsPricing & historyDealer dataSpecs & VIN
▸ Overview

Edmunds pairs editorial expertise with its True Market Value pricing methodology, covering reviews, ratings, and exhaustive trim-level specifications. The Edmunds Scraper API delivers TMV figures, expert and consumer review scores, and structured specification tables in a single response.

It is designed for research tools and content platforms that need both pricing guidance and rich qualitative review data side by side. TMV pricing reflects the requested trim and options so the valuation matches the exact configuration analyzed.

Edmunds 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.edmunds.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.

Edmunds 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 ]

True Market Value pricing lookups

[ 02 ]

Expert and owner review aggregation

[ 03 ]

Trim-level specification extraction

[ 04 ]

Feature and options comparison

▸ FAQ

Edmunds 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.

EDMUNDS DATA · ON TAP

Start pulling Edmunds data this week.

Tell us the Edmunds 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