analook-com

Analook provides a free AI-powered competitor analysis platform that quickly generates comprehensive reports on SaaS products. Users can input a URL and receive insights on SEO, traffic, social signals, Product Hunt presence, GitHub activity, pricing, and AI-driven recommendations. The service offers both a free tier with limited analyses and paid plans for higher volume, supporting founders and marketers in strategic decision‑making. The platform also includes an MCP server for integration with AI agents, enabling automated competitor research within workflows.

analook-com is listed with 1 API on the APIs.io network. Tagged areas include AI, CompetitorAnalysis, SaaS, Marketing, and FreeTool.

analook-com’s developer surface includes documentation, pricing, engineering blog, and 6 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

15.0/100 emerging Agent 3/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API

AICompetitorAnalysisSaaSMarketingFreeTool

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 15.0/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 2.0 / 17

Access Clarity 5.4 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 5.6 / 9

Regulatory Posture 1.9 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 0 / 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 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

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/.

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

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 11.9 — up to +17.6 composite points
Access Clarity scores 31.6 — up to +13.7 composite points

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.

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/analook-com/apis.yml: open an issue on github.com/api-evangelist/analook-com 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 →

APIs 1

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

Analook MCP API

MCP server providing competitor analysis via a single endpoint for AI agents.

Security Posture 1

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

Analook Com Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: analook-com
name: analook-com
image: https://www.analook.com/assets/og/homepage.png
description: Analook provides a free AI-powered competitor analysis platform that quickly generates comprehensive reports
  on SaaS products. Users can input a URL and receive insights on SEO, traffic, social signals, Product Hunt presence, GitHub
  activity, pricing, and AI-driven recommendations. The service offers both a free tier with limited analyses and paid plans
  for higher volume, supporting founders and marketers in strategic decision‑making. The platform also includes an MCP server
  for integration with AI agents, enabling automated competitor research within workflows.
url: https://artifacts.apis.io/analook-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- AI
- CompetitorAnalysis
- SaaS
- Marketing
- FreeTool
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: LLMsTxt
  url: llms/analook-com-llms.txt
- type: Hosts
  url: hosts/analook-com-hosts.yml
- type: DomainSecurity
  url: security/analook-com-domain-security.yml
- type: Website
  url: https://analook.com/
- type: Documentation
  url: https://www.analook.com/docs/mcp.html
- type: Pricing
  url: https://www.analook.com/pricing.html
- type: Blog
  url: https://www.analook.com/blog/
- type: TermsOfService
  url: https://www.analook.com/terms.html
- type: PrivacyPolicy
  url: https://www.analook.com/privacy.html
apis:
- name: Analook MCP API
  description: MCP server providing competitor analysis via a single endpoint for AI agents.
  humanURL: https://www.analook.com/docs/mcp.html
  baseURL: https://www.analook.com/mcp
  aid: analook-com:analook-mcp-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation provides HTML only, no OpenAPI/AsyncAPI/GraphQL spec found.
  evidence:
  - url: https://www.analook.com/docs/mcp.html
    status: 200
  checked: '2026-10-29'
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 11
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

analook-com API — frequently asked questions

Does analook-com have an API?

Yes. APIs.io lists 1 API from analook-com, including Analook MCP API.

Is the analook-com API ready for AI agents?

analook-com has a Kin Score of 15.0 out of 100 (emerging) and an Agent Readiness score of 3.1 (human-only), scored by API Evangelist on 2026-10-31.

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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.
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