vin_decode

shallow

ai.dynamicfeed/dynamic-feed · Verify this server

What vehicle is this VIN, according to the US regulator? Decodes a Vehicle Identification Number against NHTSA's Product Information Catalog Vehicle Listing (vPIC) — the catalog of how every manufacturer assigns VINs, filed with NHTSA under 49 CFR Part 565 as a condition of selling or importing a vehicle for US roads. `vin` = a 17-character VIN, or a partial VIN using NHTSA's "*" wildcard (their documented example: 5UXWX7C5*BA). `model_year` = optional 4-digit year; NHTSA recommends always sending it, and it disambiguates the 30-year VIN cycle. Returns the vehicle as the manufacturer built it: make, manufacturer, model, series/trim, model year, body class, vehicle type, doors/seats; powertrain (fuel type, electrification level, cylinders, displacement, horsepower, drive type, transmission, EV battery/drive unit); assembly plant city/state/country; the full factory safety-equipment list (ABS, ESC, TPMS, airbag positions, automatic emergency braking, lane-keep, blind-spot, adaptive cruise, event data recorder, and more); and GVWR weight class. NHTSA's own decode error codes and error text ride on every response, including whether the check digit validates and whether the manufacturer is registered with NHTSA at all. Source: NHTSA vPIC (vpic.nhtsa.dot.gov). Keyless, public domain, 24 h cache. SCOPE: a SPECIFICATION decode of the manufacturer's VIN pattern — it describes what was built. It is NOT a registration, title, ownership, lien, insurance, odometer, accident, salvage or theft record, and it contains no information about any person. COVERAGE (NHTSA's own published figures, carried per response): ~99% from model year 1995, ~60-65% for 1980-1994, nothing before 1980. Every value is returned in an Ed25519-signed, provenance-stamped envelope (source and observation time) you can verify offline against /.well-known/keys, no account required.

100.0/100

1 trials · measured 8 days ago

vin_decode scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.dynamicfeed/dynamic-feed, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Category
Content & media
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: vin_decode
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vin_decode — Vouch