InstaVision

InstaVision provides Instagram niche discovery for B2B agencies, allowing users to describe desired profiles in plain language. The platform reads Instagram profiles, checks conditions, and returns verified matches with proof, supporting use cases like market research, talent scouting, and competitive analysis. It offers a free starter and paid plans, with a focus on AI‑assisted profile matching and detailed evidence for each result.

InstaVision is listed with 2 APIs on the APIs.io network. Tagged areas include B2B, Instagram, Artificial Intelligence, Discovery, and Marketing.

The InstaVision catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

InstaVision’s developer surface includes authentication, support, documentation, pricing, and 16 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

29.2/100 thin Agent 32/100 agent ready Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessFree

2 APIs

B2B Instagram Artificial Intelligence Discovery Marketing

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 29.2/100 · thin

Contract Quality 4.0 / 21

Developer Ergonomics 4.5 / 17

Access Clarity 9.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.9 / 9

Regulatory Posture 2.6 / 15

Agent readiness — 32/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/instavision-co/"><img src="https://apis.io/badge/instavision-co/card.svg" alt="InstaVision on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →

8 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 18.6 — up to +20.4 composite points Ask about this →
Developer Ergonomics scores 26.2 — up to +14.8 composite points Ask about this →
Operational Transparency scores 0.0 — up to +13.0 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/instavision-co/apis.yml: open an issue on github.com/api-evangelist/instavision-co to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

APIs 2

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

InstaVision API

API for InstaVision platform providing Instagram niche discovery and profile matching.

InstaVision API

InstaVision API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist (2026-11-12); not the provider's own document.

InstaVision API pricing

Prices published by InstaVision.

Plan	Price
Free	No card needed for the free plan Includes: 500 credits

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

InstaVision Plans Pricing

1 plans

PLANS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Instavision Co Context

1 classes · 2 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

InstaVision API Rules

36 rules · 34 error-severity 1 warn-severity 1 info-severity

SPECTRAL

JSON Schema 1

Standalone JSON Schema definitions for this provider's data models.

PostAgentAuthRequest

2 properties

JSON SCHEMA

Security Posture 2

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

InstaVision Authentication

1 scheme

SECURITY

InstaVision Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conventions

Conformance

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 4

Pricing, plans, and the legal terms of use

Plans

TermsOfService

PrivacyPolicy

Pricing

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: instavision-co
name: InstaVision
accessModel:
  pricing: free
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Free
  confidence: medium
  probe_state: unreadable
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-13'
  method: derived
image: https://instavision.co/opengraph-image-1jdwle?5c922546ba004b9a
description: InstaVision provides Instagram niche discovery for B2B agencies, allowing users to describe desired profiles
  in plain language. The platform reads Instagram profiles, checks conditions, and returns verified matches with proof, supporting
  use cases like market research, talent scouting, and competitive analysis. It offers a free starter and paid plans, with
  a focus on AI‑assisted profile matching and detailed evidence for each result.
url: https://artifacts.apis.io/instavision-co/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-12 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-12'
modified: '2026-11-12'
tags:
- B2B
- Instagram
- Artificial Intelligence
- Discovery
- Marketing
tags_raw:
- B2B
- Instagram
- AI
- Discovery
- Marketing
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/instavision-co-plans-pricing.yml
- type: Spectral
  url: rules/instavision-co-rules.yml
- type: JSONLD
  url: json-ld/instavision-co-context.jsonld
- type: Vocabulary
  url: vocabulary/instavision-co-vocabulary.yml
- type: DataModel
  url: data-model/instavision-co-data-model.yml
- type: Conventions
  url: conventions/instavision-co-conventions.yml
- type: Authentication
  url: authentication/instavision-co-authentication.yml
- type: Conformance
  url: conformance/instavision-co-conformance.yml
- type: LLMsTxt
  url: llms/instavision-co-llms.txt
- type: WellKnown
  url: well-known/instavision-co-well-known.yml
- type: Hosts
  url: hosts/instavision-co-hosts.yml
- type: Vendors
  url: vendors/instavision-co-vendors.yml
- type: TermsOfService
  url: https://instavision.co/legal/terms
- type: Support
  url: https://instavision.co/support
- type: PrivacyPolicy
  url: https://instavision.co/legal/privacy
- type: Documentation
  url: https://instavision.co/guides
- type: Login
  url: https://instavision.co/login
- type: Pricing
  url: https://instavision.co/pricing.md
- type: DomainSecurity
  url: security/instavision-co-domain-security.yml
- type: Website
  url: https://instavision.co/
apis:
- name: InstaVision API
  description: API for InstaVision platform providing Instagram niche discovery and profile matching.
  humanURL: https://instavision.co/guides
  baseURL: null
  aid: instavision-co:instavision-api
- aid: instavision-co:instavision-co-api
  name: InstaVision API
  description: 'InstaVision API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist
    (2026-11-12); not the provider''s own document.'
  humanURL: https://instavision.co/agents.md
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/instavision-co-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/instavision-co-post-agent-auth-request-schema.json
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation is provided as markdown pages without a published OpenAPI, AsyncAPI, GraphQL, gRPC, or WSDL contract.
  evidence:
  - url: https://instavision.co/guides.md
    status: 200
  checked: '2026-11-12'
x-enrichment:
  date: '2026-11-12'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

InstaVision API — frequently asked questions

Does InstaVision have an API?

Yes. APIs.io lists 2 APIs from InstaVision, including InstaVision API and InstaVision API.

Is there an OpenAPI specification for the InstaVision API?

Yes. APIs.io indexes 1 OpenAPI specification for InstaVision, each linked for download from this page.

How do I authenticate with the InstaVision API?

InstaVision documents its authentication (1 scheme). The details are profiled on APIs.io as InstaVision Authentication.

How much does the InstaVision API cost?

InstaVision publishes its prices; its Free plan is No card needed for the free plan as of 2026-11-12. APIs.io lists 1 pricing plan for InstaVision, with each plan's price, limits and inclusions under Pricing on this page.

Is the InstaVision API ready for AI agents?

InstaVision has a Kin Score of 29.2 out of 100 (thin) and an Agent Readiness score of 31.7 (agent-ready), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/instavision-co"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/instavision-co/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/instavision-co/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.