AEO Inspector

AEO Inspector, operated by Orion CMD LLC in Omaha, Nebraska, provides a free AI-driven AEO grading service that evaluates how well AI crawlers and agents can read, understand, and cite a website. The platform offers automated checks of robots.txt, metadata, structured data, and content without JavaScript, delivering a score out of 100 and actionable fixes. Paid reports give deeper insights across multiple AI engines. The service is accessible without signup and includes an API and MCP server for integration.

AEO Inspector publishes 2 API contracts indexed on the APIs.io network, including Api API, and 1 more. Tagged areas include AI crawler optimization, Answer Engine Optimization, SEO, Agent‑Ready Checks, and Structured Data.

The AEO Inspector catalog on APIs.io includes 1 Spectral governance ruleset.

AEO Inspector’s developer surface includes API reference, pricing, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

30.0/100 thin ▬ flat Agent 23/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemium

1 published contract

AI crawler optimizationAnswer Engine Optimization SEOAgent‑Ready ChecksStructured Data

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 30.0/100 · thin

Contract Quality 9.4 / 21

Developer Ergonomics 0.6 / 17

Access Clarity 8.1 / 17

Operational Transparency 0.0 / 11

Contract Governance 1.9 / 10

Discoverability 5.6 / 9

Regulatory Posture 2.2 / 15

Agent readiness — 23/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 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

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/.

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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
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
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

9 more unmet checks in the Agent Readiness table above.

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

Developer Ergonomics scores 3.6 — up to +19.3 composite points
Contract Quality scores 44.1 — up to +14.0 composite points
Operational Transparency scores 0.0 — up to +13.0 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/aeoinspector-com/apis.yml: open an issue on github.com/api-evangelist/aeoinspector-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 →

Standards implemented 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 2

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

AEO Inspector API

API for AEO Inspector providing scan and report endpoints

AEO Inspector Api API

AI answer-engine visibility for any website: a $0.05 deep AEO scan (up to 10 pages, 100-point score, fixes, ready-to-paste llms.txt/robots.txt/JSON-LD), a $9 report that asks Ch...

AEO Inspector API pricing

Prices published by AEO Inspector, read 2026-10-31 from aeoinspector.com/pricing.

Plan	Price
Free check	$0
Full report	$9
Weekly tracking	$19
API scan	$0.05 per call
API full report	$9

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Aeoinspector Com Plans Pricing

5 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Aeoinspector Com Rate Limits

0 limits

RATE LIMITS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

AEO Inspector API Rules

13 rules · 11 errors 1 warnings 1 info

SPECTRAL

Security Posture 1

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

Aeoinspector Com Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Documentation 2

Reference material describing how the API behaves

APIReference

APIReference

Guides

Guides

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

WellKnown

llms.txt

MCPServerCard

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Conformance

Conformance

ErrorCatalog

ErrorCatalog

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Contact

Contact

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

About

About

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: aeoinspector-com
name: AEO Inspector
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  source:
  - plans
  - security
  generated: '2026-11-06'
  method: derived
image: https://aeoinspector.com/og.png
description: AEO Inspector, operated by Orion CMD LLC in Omaha, Nebraska, provides a free AI-driven AEO grading service that
  evaluates how well AI crawlers and agents can read, understand, and cite a website. The platform offers automated checks
  of robots.txt, metadata, structured data, and content without JavaScript, delivering a score out of 100 and actionable fixes.
  Paid reports give deeper insights across multiple AI engines. The service is accessible without signup and includes an API
  and MCP server for integration.
url: https://artifacts.apis.io/aeoinspector-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-31 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-31'
modified: '2026-10-31'
tags:
- AI crawler optimization
- Answer Engine Optimization
- SEO
- Agent‑Ready Checks
- Structured Data
tags_raw:
- AI crawler optimization
- Answer engine optimization
- SEO
- Agent‑ready checks
- Answer Engine Optimization
- Structured Data
- Agent‑Ready Checks
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/aeoinspector-com-rules.yml
- type: Conformance
  url: conformance/aeoinspector-com-conformance.yml
- type: Plans
  url: plans/aeoinspector-com-plans-pricing.yml
- type: ErrorCatalog
  url: errors/aeoinspector-com-problem-types.yml
- type: LLMsTxt
  url: llms/aeoinspector-com-llms.txt
- type: WellKnown
  url: well-known/aeoinspector-com-well-known.yml
- type: Hosts
  url: hosts/aeoinspector-com-hosts.yml
- type: Vendors
  url: vendors/aeoinspector-com-vendors.yml
- type: DomainSecurity
  url: security/aeoinspector-com-domain-security.yml
- type: Website
  url: https://aeoinspector.com/
- type: APIReference
  url: https://aeoinspector.com/openapi.json
- type: Pricing
  url: https://aeoinspector.com/pricing
- type: TermsOfService
  url: https://aeoinspector.com/terms
- type: PrivacyPolicy
  url: https://aeoinspector.com/privacy
- type: About
  url: https://aeoinspector.com/about
- type: Contact
  url: https://aeoinspector.com/contact
- type: Guides
  url: https://aeoinspector.com/guides
- type: llms.txt
  url: https://aeoinspector.com/llms.txt
- type: MCPServerCard
  url: https://aeoinspector.com/.well-known/mcp/server-card.json
apis:
- name: AEO Inspector API
  description: API for AEO Inspector providing scan and report endpoints
  humanURL: https://aeoinspector.com/openapi.json
  baseURL: https://aeoinspector.com
  aid: aeoinspector-com:aeo-inspector-api
- aid: aeoinspector-com:aeo-inspector-api-api
  name: AEO Inspector Api API
  description: 'AI answer-engine visibility for any website: a $0.05 deep AEO scan (up to 10 pages, 100-point score, fixes,
    ready-to-paste llms.txt/robots.txt/JSON-LD),

    a $9 report that asks ChatGPT, Microsoft Copilot, Gemini, Claude, Grok, Google AI Overviews, Google AI Mode, Perplexity,
    Meta AI, DeepSeek,

    Qwen, M'
  humanURL: https://aeoinspector.com/guides
  baseURL: https://aeoinspector.com
  properties:
  - type: OpenAPI
    url: openapi/_original/aeoinspector-com-api-openapi.json
x-enrichment:
  date: '2026-10-31'
  status: enriched
  artifacts_added: 16
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

AEO Inspector API — frequently asked questions

Does AEO Inspector have an API?

Yes. APIs.io lists 2 APIs from AEO Inspector, including AEO Inspector API and AEO Inspector Api API.

Is there an OpenAPI specification for the AEO Inspector API?

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

How much does the AEO Inspector API cost?

AEO Inspector publishes its prices; its Free check plan is $0 as of 2026-10-31. APIs.io lists 5 pricing plans for AEO Inspector, with each plan's price, limits and inclusions under Pricing on this page.

Is the AEO Inspector API ready for AI agents?

AEO Inspector has a Kin Score of 30.0 out of 100 (thin) and an Agent Readiness score of 22.9 (agent-aware), scored by API Evangelist on 2026-11-06.

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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.
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.

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Every operation they expose

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How their score was established

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