# Good Driver

**Canonical:** https://apis.io/providers/good-driver/  
**Website:** https://www.gooddriver.ai/  
**APIs profiled:** 0

Good Driver Club (formerly Good Driver Mutuality) is an insurtech company backed by Ribbit Capital and Hedosophia. It runs a membership-based, cost-sharing alternative to traditional collision and comprehensive auto coverage: members pay weekly pledges into a shared community pool that covers vehicle damage from accidents, weather, theft, and other qualifying events across 5,000+ partner repair shops nationwide, and accident-free members keep their unused pledge balances as savings. It is explicitly not insurance. The product is delivered through a consumer mobile app (Good Driver Club on Google Play); the company publishes no public developer API, OpenAPI, or documentation surface at this time.

## Kin Score — 11.4 / 100 (emerging)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 11.4).

| Facet | Score |
|---|---|
| Discoverability | 50.0 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 2.4 |
| Commercial Clarity | 34.2 |
| Access Clarity | 34.2 |

Regulatory layer — **Insurance**: 21.2 (matched via tags).

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Good Driver Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Insurtech, Auto Insurance, Financial-Services, Mobile App, Consumer, Vehicle Coverage

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/good-driver/). Scores are computed from the provider's own public artifacts under a published rubric.