Resolve Kelley Blue Book valuations into JSON — fair purchase price, trade-in value, private-party range, and fair market low-to-high band for any year, make, model, trim, and mileage.
Kelley Blue Book is the long-standing US authority on vehicle valuation, publishing fair purchase prices, trade-in values, and private-party estimates rather than live for-sale listings. The Kelley Blue Book Scraper API returns these valuation tiers and the fair market range as structured numeric fields keyed to vehicle configuration.
It powers trade-in tools, lending workflows, and pricing engines that need a recognized valuation baseline instead of asking prices. Values are computed against the supplied year, trim, mileage, and region so estimates stay condition- and location-aware.
# POST a target — get validated JSON back
curl https://api.crawlzo.com/v4/scrape \
-H "Authorization: Bearer $CRAWLZO_KEY" \
-d '{
"url": "https://www.kelleybluebook.com/",
"type": "listing",
"geo": "us"
}'
// ← response
{
"status": "ok",
"data": {
"make": "Toyota",
"model": "RAV4",
"year": 2023,
"price": 31450,
"mileage": 18200,
"vin": "…",
"dealer": "..."
}
}Kelley Blue Book data parsed into clean, validated JSON. Pull any group below on its own, or combine them in a single request.
Trade-in and private-party valuation lookups
Lending and loan-to-value baselines
Fair market range benchmarking
Residual and depreciation modeling
We return the fair purchase price, trade-in value, private-party value, and the fair market range low and high, computed for the year, trim, mileage, and region supplied.
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.