niche · 0.8 market industry

Vehicle Data

Score 20.0 / 100 30 providers 18 APIs Search apis.io →

Providers using this tag (30)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 6 Usable, with meaningful gaps to close
Amazon IoT FleetWiseAutomotiveConnected VehiclesIoTTelematics50 APIs48.5Vehicles.devAutomotiveVIN DecodingVehicle Valuation10 APIs47.2Dealer.comAutomotiveDealershipDigital MarketingWebsite Platform7 APIs44.1CarsXEAutomotiveVehiclesVIN15 APIs42.0Mercedes-Benz Mercedes meAutomotiveConnected CarConnected VehicleDaimler17 APIs40.1SmartcarAutomotiveConnected VehiclesIoTMobility5 APIs39.7
Thin 15 Limited public surface area
GeotabFleet ManagementTelematicsVehicle TrackingELD Compliance5 APIs38.7Auto.devAutomotiveVIN DecodingVehicle Listings5 APIs37.7LexisNexis Risk SolutionsInsuranceUnited StatesRisk DataProperty and Casualty7 APIs36.8AlgoDrivenCompanyAutomotiveCar Valuation1 API36.6ClearVINVINVehicle HistoryAutomotiveNMVTIS2 APIs36.5VincarioVINAutomotiveVIN Decoder5 APIs36.2High MobilityAutomotiveConnected CarsIoT4 APIs35.5CuvvaCompanyInsuranceInsurtechCar Insurance1 API34.6TRONITYConnected CarEVTelematicsFleet6 APIs34.6AutopayParkingParking PaymentsFleet ManagementPermits19 APIs33.7MarketCheckAutomotiveVIN DecoderCar Inventory15 APIs32.9BMWAutomobilesCarsVehiclesAutomotive6 APIs31.3BMW ConnectedDriveAutomotiveConnected VehicleTelematics4 APIs31.3Volvo CarsAutomotiveConnected VehicleElectric VehiclesTelematics4 APIs29.7OtonomoCompanyConnected VehiclesAutomotiveFleet Management2 APIs28.7
Emerging 4 Early or largely undocumented
Kelley Blue BookAutomotiveVehicle ValuationCar PricingTrade-In2 APIs24.2AramisAutoCompanyConsumerAutomotiveE-Commerce1 API17.5AudatexAutomotiveClaims ProcessingInsuranceRepair Management3 APIs17.5Rush EnterprisesCommercial VehiclesFleet ManagementTelematicsTruck Dealerships3 APIs16.8
Minimal 5 Almost no public developer surface
Moj.ioCompanyConnected CarTelematicsMobility10.6MotorqCompanyConnected VehiclesTelematicsFleet Management10.4FordPass / Ford ProAutomotiveConnected VehicleConnected CarTelematics10.2AutomaticCompanyAutomotiveConnected CarTelematics6.4GM OnStarAutomotiveConnected VehicleTelematicsFleet Management4.0

APIs with this tag (18)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Developing 6 Usable, with meaningful gaps to close
Dealer.com Equipment APIEquipment and option data for vehicles in Dealer.com inventory, exposed as its own resource alongside the V...44.1Dealer.com Vehicle APIVehicle inventory available for sale at Dealer.com dealerships in the United States and Canada. GET /vehicl...44.1CarsXE Vehicle Images APIRetrieves high-quality photos of vehicles by year, make, model (and optional trim / color / background-tran...42.0CarsXE Vehicle Plate Decoder APIDecodes vehicle information from a license plate plus state/province, returning make, model, year, and VIN ...42.0CarsXE Vehicle Specifications APIVIN decoding and comprehensive vehicle specification lookup. Returns year, make, model, trim, engine, drive...42.0Smartcar Vehicle Data APIRead vehicle signals and status data39.7
Thin 9 Limited public surface area
MyGeotab APIThe MyGeotab API provides JSON-RPC 2.0 access to all fleet telematics data including vehicle location, trip...38.7VIN ServicesVIN Services provides vehicle registration and title data keyed on the vehicle identification number, used ...36.8High Mobility Vehicle Data APIRetrieve real-time vehicle telemetry organized by capability category.35.5Cuvva Services APICuvva's fleet of public single-purpose service APIs — auth (OAuth 2.0), vehicle lookup, MOT status, motor-c...34.6TRONITY Vehicle Data APIThe Vehicle Data API from TRONITY — 7 operation(s) for vehicle data.34.6Autopay Vehicle APIThe Autopay Vehicle API fetches data about a vehicle in a specific parking zone, providing real-time inform...33.7MarketCheck VIN Decoder APIVIN decoding and vehicle specifications32.9BMW Open Data PlatformThe BMW Open Data Platform provides developers, researchers, and innovators with access to vehicle data inc...31.3Volvo Cars Connected Vehicle APIReceive vehicle data and send commands to the vehicle. Vehicle data covers status, diagnostics, statistics,...29.7
Emerging 3 Early or largely undocumented
InfoDriver Web Service (IDWS) 4.0RESTful API providing access to Kelley Blue Book vehicle data, values, and content. Endpoints cover vehicle...24.2Aramisauto Vehicle Catalog ContractsAramis Group publishes the machine-readable contracts behind the Aramisauto vehicle catalog as ten JSON Sch...17.5RushCare TelematicsRushCare Telematics provides fleet visibility and vehicle data monitoring powered by Geotab, the world's la...16.8

Score breakdown

Frequency
45.6
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
36.0
mean composite of providers using it
Cohesion
8.0
strength of nearest seed neighbor

Related tags

Connected Car 7 co-occurrences VIN 6 co-occurrences Telematics 15 co-occurrences Connected Vehicle 5 co-occurrences Automotive 24 co-occurrences Fleet Management 10 co-occurrences Vehicles 5 co-occurrences Mobility 7 co-occurrences

Where this tag comes from

Provider tag22
Api tag18
Openapi tag3
Openapi op tag18

Cohort brief

Auto-generated

The 30 providers in the APIs.io catalog tagged Vehicle Data, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
30
all scored
Mean Kin Score
29.8
+9.1 vs catalog 20.7
Mean Agent Readiness
15.8
+6.1 vs catalog 9.7
Spread
4–48.5
median 34.2 · σ 12.2
How the 30 split by band
Exemplar 0Strong 0Developing 6Thin 15Emerging 4Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 34 17.5 +16.5 30
Access Clarity 30.9 22.3 +8.6 30
Developer Ergonomics 26.1 17.9 +8.2 30
Discoverability 66 60.4 +5.6 30
Operational Transparency 16.2 11.3 +4.9 30
Contract Governance 8.2 6.4 +1.8 30

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 10% 16% -6
MCP server (first-party) 7% 7% 0
Agent Skills 0% 0% 0
OAuth scopes 13% 9% +4
Security 97% 88% +9
Arazzo workflows 3% 2% +1
Governance rules 20% 13% +7

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Amazon IoT FleetWise 48.5
  2. 2 Vehicles.dev 47.2
  3. 3 Dealer.com 44.1
  4. 4 CarsXE 42
  5. 5 Mercedes-Benz Mercedes me 40.1
  6. 6 Smartcar 39.7
  7. 7 Geotab 38.7
  8. 8 Auto.dev 37.7
  9. 9 LexisNexis Risk Solutions 36.8
  10. 10 AlgoDriven 36.6
Top by Agent Readiness
  1. 1 Vehicles.dev 38.8
  2. 2 Otonomo 32.9
  3. 3 Geotab 30.6
  4. 4 MarketCheck 26.7
  5. 5 ClearVIN 24.8
  6. 6 High Mobility 24.8
  7. 7 AlgoDriven 23.2
  8. 8 BMW ConnectedDrive 23
  9. 9 Auto.dev 22.9
  10. 10 Vincario 22.9
All 30 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/vehicle-data"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/vehicle-data"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/vehicle-data/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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