# Vizit

**Canonical:** https://apis.io/providers/vizit/  
**Website:** https://www.vizit.com/  
**APIs profiled:** 1

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 decomposes every image into thousands of visual components and scores it against deep-learning models trained to simulate the visual preferences of specific consumer audiences, so brands can tell which hero and carousel images will convert on the digital shelf. The Vizit Public API is a machine-to-machine REST API at ext.vizit.com that lets partners and brands ingest Product Detail Pages by Amazon ASIN or by their own product identifiers, submit standalone images for scoring, retrieve listing and image scores (including GS1 hero sub-scores and the agent-ready / mobile-ready shopper-clarity flags), request Spark Ideas and Spark Images generative variations, and queue bulk CSV exports of an organization's PDP and image scores.

## Kin Score — 33.9 / 100 (thin)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 33.9).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 31.6 |
| Developer Ergonomics | 66.1 |
| Commercial Clarity | 34.2 |
| Access Clarity | 34.2 |

## Agent readiness — 12.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | documented |
| Error Semantics | documented |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | derived |
| 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 |

## APIs (1)

- **Vizit Public API** — Machine-to-machine REST API for ingesting Product Detail Pages (by Amazon ASIN or by caller-supplied id), submitting standalone images for asynchronous Visual AI scoring, retrie...

## MCP servers (1)

- **Vizit MCP Server**

## Security (2)

- **Vizit Authentication** — oauth2/http · 2 schemes
- **Vizit Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Visual AI, E-Commerce, Digital Shelf, Image Analytics, Content Effectiveness, Retail Media, Product Detail Pages, Machine-Learning, Generative AI

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