Vizit

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.

Vizit publishes 1 API on the APIs.io network. Tagged areas include Company, Visual AI, Ecommerce, Digital Shelf, and Image Analytics.

Vizit’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, signup flow, authentication, and 25 more developer resources.

35.7/100 thin ▬ flat Agent 24/100 agent aware Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1
1 APIs 1 MCP Servers
CompanyVisual AIEcommerceDigital ShelfImage AnalyticsContent EffectivenessRetail MediaProduct Detail PagesMachine LearningGenerative AI

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1
Composite quality — 35.7/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 12.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 6.2 / 13
Governance 1.5 / 12
Discoverability 8.7 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/vizit: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

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

Model Context Protocol servers that expose these APIs to AI agents.

vizit-mcp.yml

MCP SERVER

Rate Limits 1

Documented rate limits and quota policies.

Vizit Rate Limits

5 limits

RATE LIMITS

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Vizit Authentication

oauth2/http · 2 schemes

SECURITY

Vizit Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 5

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Access & Security 2

Authentication, authorization, and security posture

Operate 4

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 6

The organization behind the API

Other 2

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: vizit
name: Vizit
description: 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.
image: https://www.vizit.com/img/logo.svg
url: https://raw.githubusercontent.com/api-evangelist/vizit/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-08-02'
modified: '2026-08-02'
tags:
- Company
- Visual AI
- Ecommerce
- Digital Shelf
- Image Analytics
- Content Effectiveness
- Retail Media
- Product Detail Pages
- Machine Learning
- Generative AI
apis:
- aid: vizit:public-api
  name: Vizit Public API
  description: 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, retrieving PDP and image scores including GS1 hero component sub-scores,
    requesting Spark Ideas and Spark Images, and queuing bulk CSV exports of an organization's scores. Authenticated with
    OAuth 2.0 client credentials (Auth0 organization-scoped) exchanged at POST /auth/token for a 24-hour Bearer token.
  humanURL: https://docs.vizit.com/
  baseURL: https://ext.vizit.com
  tags:
  - Visual AI
  - Ecommerce
  - Image Scoring
  - Product Detail Pages
  - Exports
  properties:
  - type: Documentation
    url: https://docs.vizit.com/
  - type: APIReference
    url: https://docs.vizit.com/api
  - type: GettingStarted
    url: https://docs.vizit.com/guides/overview
  - type: Authentication
    url: https://docs.vizit.com/standards/authentication
  - type: ErrorCodes
    url: https://docs.vizit.com/standards/errors
  - type: Pagination
    url: https://docs.vizit.com/standards/pagination
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/vizit-domain-security.yml
- type: Website
  url: https://www.vizit.com/
- type: DeveloperPortal
  url: https://docs.vizit.com/
- type: Documentation
  url: https://docs.vizit.com/
- type: APIReference
  url: https://docs.vizit.com/api
- type: GettingStarted
  url: https://docs.vizit.com/guides/overview
- type: Support
  url: https://help.vizit.com/
- type: HelpCenter
  url: https://help.vizit.com/vizit/directories
- type: Blog
  url: https://www.vizit.com/blog
- type: SignUp
  url: https://www.vizit.com/demo
- type: Login
  url: https://app.vizit.com/
- type: TermsOfService
  url: https://www.vizit.com/terms-of-service
- type: PrivacyPolicy
  url: https://www.vizit.com/privacy-policy
- type: StatusPage
  url: https://status.vizit.com/
- type: Careers
  url: https://www.vizit.com/careers
- type: Press
  url: https://www.vizit.com/press
- type: Partners
  url: https://www.vizit.com/partners
- type: Company
  url: https://www.vizit.com/company
- type: LinkedIn
  url: https://www.linkedin.com/company/vizitlabs/
- type: Forge
  url: https://forgeglobal.com/vizit_stock/
- type: Authentication
  url: authentication/vizit-authentication.yml
- type: Conventions
  url: conventions/vizit-conventions.yml
- type: Idempotency
  url: conventions/vizit-conventions.yml
- type: ErrorCatalog
  url: errors/vizit-error-codes.yml
- type: RateLimits
  url: rate-limits/vizit-rate-limits.yml
- type: Lifecycle
  url: lifecycle/vizit-lifecycle.yml
- type: Sandbox
  url: sandbox/vizit-sandbox.yml
- type: Conformance
  url: conformance/vizit-conformance.yml
- type: DataModel
  url: data-model/vizit-data-model.yml
- type: MCPServer
  url: mcp/vizit-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/vizit-llms.txt
x-enrichment:
  date: '2026-08-02'
  status: enriched
  artifacts_added: 17
  pass: local-v1