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apis.json,llms.txtand similar), its public repositories, and its public status, pricing and changelog pages. Nothing here is obtained by breaching a system, defeating an access control, or using credentials of any kind.The rating is an independent assessment. The Kin Score and Agent Readiness rating are independently calculated scores of a company's public API artifacts, produced by API Evangelist against a published rubric. They are not certifications, endorsements, security assessments, or audits, and they score published artifacts — not the quality, safety, or security of the software.
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Full detail: Where this data comes from
Vizit (Vizit Labs, Inc.) is a Boston-based Visual AI company whose platform predicts, measures, optimizes and monitors the effectiveness of ecommerce visual content. Its patented Audience Lens technology scores product imagery against deep-learning models trained to simulate the visual preferences of specific consumer audiences.
- Website: https://www.vizit.com/
- Developer docs: https://docs.vizit.com/
- API reference: https://docs.vizit.com/api
- Status: https://status.vizit.com/
- Help center: https://help.vizit.com/
Machine-to-machine REST API at https://ext.vizit.com (plus dev1–dev5 development
environments), authenticated with OAuth 2.0 client credentials via Auth0 and a 24-hour
Bearer JWT. Sixteen published operations across six capabilities: authentication,
product details (PDP ingest by Amazon ASIN or by caller id), images (standalone scoring
with GS1 hero sub-scores), Spark Ideas, Spark Images, and bulk CSV exports.
| Artifact | Path |
|---|---|
| Authentication profile | authentication/vizit-authentication.yml |
| API conventions (incl. idempotency) | conventions/vizit-conventions.yml |
| Error catalog | errors/vizit-error-codes.yml |
| Rate limits | rate-limits/vizit-rate-limits.yml |
| Lifecycle + status page | lifecycle/vizit-lifecycle.yml |
| Sandbox / environments | sandbox/vizit-sandbox.yml |
| Conformance | conformance/vizit-conformance.yml |
| Data model | data-model/vizit-data-model.yml |
| MCP (candidate) | mcp/vizit-mcp.yml |
| Agent skills | skills/_index.yml |
| llms.txt (verbatim) | llms/vizit-llms.txt |
| Well-known probe record | well-known/vizit-well-known.yml |
| Domain security | security/vizit-domain-security.yml |
- No downloadable OpenAPI. The docs state the reference is generated from the Vizit
Public API OpenAPI specification, but no spec document is retrievable:
/openapi.json,/openapi.yaml,/swagger.json,/docsand/redocreturn 401 onapi.vizit.comand 403 onext.vizit.com, and 404 ondocs.vizit.com. Publishing the spec at a public URL is the single highest-value fix available to Vizit. - No
/.well-known/surface on any host — nosecurity.txt, no OAuth/OIDC discovery document, no API catalog, no A2A agent card. - No first-party SDKs or CLI on npm, PyPI or any other registry; no GitHub organization.
- No dated changelog, no deprecation/sunset policy, no published SLA.
- No trust center or named compliance certifications; errors are a flat proprietary JSON envelope rather than RFC 9457.