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Scoring API

Valuation, deal and risk scoring for your platform.

Add VinGrab's valuations to marketplaces, dealer software, lending workflows and apps. Send a vehicle, get back its market value, price band and listing risk.

Endpoints

Valuation, price band and risk in one call.

Valuation
Fair market value and value range for a vehicle, mileage and location.
Price band
Where the asking price sits against the estimated value range.
Listing risk
Listing-risk score for how likely a listing is misrepresented, with a risk level.
Days to sell
Expected time on market for the vehicle at that price.
Example
# Illustrative request
POST /v1/score
{
  "year": 2017, "make": "Toyota", "model": "Tacoma",
  "trim": "TRD Off-Road", "mileage": 86000,
  "title": "clean", "zip": "85016",
  "asking_price": 24500
}

# Response
{
  "market_value": 28900,
  "value_range": [27400, 30300],
  "asking_vs_band": "below",
  "risk": { "level": "low", "score": 0.04 },
  "days_to_sell": 9
}
Specifications

Built for production.

Interface
REST over HTTPS, JSON requests and responses.
Authentication
Per-customer API keys.
Coverage
Used cars and motorcycles, all 50 states.
Pricing
Monthly plans by call volume. Evaluation access available.
Support
Direct line to our engineering team during integration.

Integrate VinGrab scoring.

Tell us about your product and expected volume.