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The Platform

The vehicle transparency platform.

Good2Know aggregates, verifies and structures vehicle lifecycle data into a unified intelligence layer — delivered through APIs that fit inside the systems you already run.

Platform overview

Four steps from raw data to verified intelligence.

The same four steps as on the home page — but here's how they actually work.

01 · CONNECT

Every source. One connection.

We maintain live connections to government registries, inspection station networks, insurance partners, OEM feeds, marketplace listings and service/workshop data across the EU. One API call, all sources checked.

  • Pre-built connectors, no per-source onboarding
  • Delta polling — fresh data without full re-fetches
  • Source-level provenance on every field
02 · CLEAN & VERIFY

Verify, don't just collect

Raw source data is noisy — duplicates, stale records, mismatched VINs, impossible odometer readings. We reconcile across sources, surface the discrepancies, and score confidence on every event.

  • VIN normalisation + duplicate collapse
  • Odometer monotonicity checks (rollback detection)
  • Confidence score (0–1) on every field
03 · UNIFY

One vehicle. One timeline.

Cleaned events are ordered into one timeline — ownership, inspection, service, damage, mileage — with every gap made visible. Not a pile of records, a real profile.

  • Canonical event schema across all event types
  • Explicit gap markers where data is missing
  • Deep-linkable event IDs — audit any decision
04 · DELIVER

Built into your workflow

REST API, webhooks, embeddable widgets. Plug the verified view into dealer DMS, marketplace listings, underwriting flows and finance decisioning — without ripping anything out.

GET /v1/vehicles/{vin}
Authorization: Bearer sk_live_…

{
  "vin": "G2K-DEMO-0000001",
  "confidence": 0.96,
  "events": [ … ]
}
Data aggregation

Hundreds of sources. One structured feed.

Vehicle data doesn't live in one place — it's scattered across registries, inspection stations, insurers, OEMs, marketplaces and workshops. We connect to all of them — so you don't have to.

Government registries

National vehicle registers, title and ownership records, technical approval data.

Multiple EU jurisdictions

Inspection stations

Annual inspection results, odometer readings, technical pass/fail, component checks.

Structured event feed

Insurance records

Claim history, damage reports, repair costs, total-loss declarations — with consent.

Verified claim data

OEM feeds

Service campaigns, recalls, factory-recorded mileage, build specification.

Partnered brands

Marketplace listings

Historical listing prices, time-on-market, condition claims, photo histories.

Cross-market coverage

Service & workshop data

Maintenance events, parts replaced, labour records, damage/bodyshop entries.

Partner workshops
Lifecycle structuring

Every event. One timeline.

Every event is typed, sourced and structured into a single timeline — so you can trust what you see.

Event types

Ownership transfer
Inspection
Service & maintenance
Damage / incident
Mileage reading

Per-event metadata

Date
Location
Reason
Mileage
Actions
Mar 2026
Ownership transfer — dealer → private
128,400 km
Nov 2025
Collision claim — front-end, est. repair €3,200
121,200 km
Aug 2025
Annual inspection — passed, no findings
118,700 km
Jun 2025
Scheduled service — brake pads, coolant flush
116,900 km
Feb 2025
Bodyshop repair — rear bumper, cosmetic
112,500 km
Dec 2024
Odometer reading — leasing handover
108,400 km
Jun 2024
Ownership transfer — fleet → dealer
98,200 km
May 2023
Annual inspection — passed
71,800 km
Risk signals

From data to decisions.

On top of the structured timeline, Good2Know surfaces risk signals your team can act on — rollback attempts, undeclared damage, ownership gaps.

High severity

Mileage rollback detected

The reported odometer reading is lower than a previously verified entry from an inspection station. Likely tampering.

signal:  "odometer_rollback"
severity: "high"
delta_km: -12,400
evidence: ["src_insp_8821", "src_reg_431"]
Medium severity

Undeclared damage

Insurance claim on record for a collision not disclosed in the current listing or inspection report.

signal:  "undeclared_damage"
severity: "medium"
claim_id: "clm_2025_11_0421"
estimated_cost: "€3,200"
Informational

Ownership-history gap

A 7-month gap between last registered owner and current listing. Not necessarily a problem — but worth surfacing.

signal:  "ownership_gap"
severity: "info"
gap_days: 214
confidence: 0.82
API & integrations

Built for integration.

The same verified vehicle view, everywhere you need it.

We provide

The data layer.

Sourcing, verification, structuring — across every relevant vehicle data source. You get a clean, trusted feed.

Single key

Simple by design.

A single API call connects you to everything. No separate source agreements, no data ops, no maintenance.

You build

Your product.

We bring the bricks. You build the castle — your UI, your workflow, your customer experience on top.

One key. Every workflow.

Embed the verified vehicle profile into any workflow — dealer systems, marketplaces, underwriting or finance.

  • REST + JSON, fully typed responses
  • Webhooks for every lifecycle event and signal
  • SDKs for Node, Python, PHP
  • Embeddable verified-profile widget
  • Sandbox environment with seeded vehicles
DMS
CRM
Marketplace
Underwriting
Finance
Custom
Request
GET /v1/vehicles/G2K-DEMO-0000001
Authorization: Bearer sk_live_…
Response
{
  "vin": "G2K-DEMO-0000001",
  "confidence": 0.96,
  "sources": 14,
  "events": [
    { "type": "ownership_transfer", "date": "2026-03-12" },
    { "type": "incident",           "date": "2025-11-04" },
    { "type": "inspection",         "date": "2025-08-21" }
  ],
  "signals": [
    { "signal": "undeclared_damage", "severity": "medium" }
  ]
}
Data coverage

The numbers behind the platform.

Scale and coverage, built for real-world decisions.

40+
Verified data sources across insurance, inspection, registry, OEM and service.
12M+
Structured vehicle lifecycle events.
6
Canonical event categories — ownership, inspection, service, damage, mileage, listing.
EU
Coverage focus today — scaling to adjacent markets through 2026.
Vehicle Data. Verified.

Integrate real vehicle intelligence
into every decision.

Connect via API in days. Deliver a verified vehicle view across your workflows.