AIWebSignals

AIWebSignals (AI Web Signals) provides evidence-first AI website readiness, first-party AI traffic intelligence, agent observability, and machine-access tooling. AI Web Signals helps websites measure AI crawler readiness, observe first-party AI traffic, analyze agent journeys, and manage machine access.

AIWebSignals publishes 8 API contracts indexed on the APIs.io network, including Agent Experience API, Agent Reflective API, Discovery API, and 5 more. Tagged areas include Artificial Intelligence, Web, Signals, Analytics, and Machine Access.

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

AIWebSignals’ developer surface includes documentation, API reference, getting-started guide, support, engineering blog, pricing, and 19 more developer resources.

🌐 Visit website📡 Profile data on GitHub
36.2/100 thin Agent 37/100 agent ready Full breakdown ↓
scored 2026-11-01 · rubric v0.26.0 · Show this score on your site →
1 published contract 1 MCP Servers 4 Agent Skills
Artificial IntelligenceWebSignalsAnalyticsMachine AccessCrawlerReadiness

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-11-01 · rubric v0.26.0
Composite quality — 36.2/100 · thin
Contract Quality 9.0 / 21
Developer Ergonomics 7.2 / 17
Access Clarity 5.4 / 17
Operational Transparency 0.0 / 11
Contract Governance 2.2 / 10
Discoverability 5.5 / 9
Regulatory Posture 4.0 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 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 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 8 / 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):
  • 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)
  • Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
  • Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
  • Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
  • Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too
4 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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/aiwebsignals-com/apis.yml: open an issue on github.com/api-evangelist/aiwebsignals-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 3

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.

Agent2Agent
measured — observed by APIs.io (conformant)
Model Context Protocol (MCP)
measured — observed by APIs.io (documented)
OpenAPI
measured — observed by APIs.io (published)

APIs 8

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

AIWebSignals Agent Experience API

The Agent Experience API from AIWebSignals — 1 operation(s) for agent experience.

AIWebSignals Agent Reflective API

The Agent Reflective API from AIWebSignals — 1 operation(s) for agent reflective.

AIWebSignals Discovery API

Machine-readable service discovery and pricing.

AIWebSignals Network API

Machine-readable related-property discovery.

AIWebSignals Readiness API

Bounded public AI web readiness scanning and reports.

AIWebSignals Research API

The Research API from AIWebSignals — 3 operation(s) for research.

AIWebSignals Self Observation API

The Self Observation API from AIWebSignals — 1 operation(s) for self observation.

AIWebSignals .well Known API

The .well Known API from AIWebSignals — 3 operation(s) for .well known.

Scroll for all 8

MCP Servers 1

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

AIWebSignals MCP Server

Remote MCP server at aiwebsignals.com.

MCP SERVER

Agent Skills 4

Packaged agent skills for driving this provider's APIs from an AI assistant.

evaluate-ai-web-readiness

AGENT SKILL

get-machine-capabilities

AGENT SKILL

get-machine-pricing

AGENT SKILL

scan-ai-web-readiness

AGENT SKILL

Pricing Plans 1

Published pricing tiers and plan structures.

Aiwebsignals Com Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Aiwebsignals Com Rate Limits

0 limits

RATE LIMITS

Semantic Vocabularies 1

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

Aiwebsignals Com Context

1 classes · 2 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

AIWebSignals API Rules

9 rules · 7 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

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

Aiwebsignals Com Authentication

0 schemes

SECURITY

Aiwebsignals Com Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Aiwebsignals Com Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Aiwebsignals Com Agentic Access

19 operations

19 operations · 0 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt
 MCPServer
MCPServer
 WellKnown
WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral
Spectral
 JSONLD
JSONLD
 Vocabulary
Vocabulary
 DataModel
DataModel
 ErrorCatalog
ErrorCatalog
 Conformance
Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 3

The organization behind the API

Website
Website
 Blog
Blog
 About
About

Other 3

Properties that don't map to a standard resource type

AgentCard
AgentCard
 Hosts
Hosts
 Vendors
Vendors

Source (apis.yml)

apis.yml Raw ↑ 
aid: aiwebsignals-com
name: AIWebSignals
description: AIWebSignals (AI Web Signals) provides evidence-first AI website readiness, first-party AI traffic intelligence,
  agent observability, and machine-access tooling. AI Web Signals helps websites measure AI crawler readiness, observe first-party
  AI traffic, analyze agent journeys, and manage machine access.
url: https://artifacts.apis.io/aiwebsignals-com/apis.yml
image: https://aiwebsignals.com/assets/aiwebsignals-social-preview.jpg
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-01 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-01'
modified: '2026-11-01'
tags:
- Artificial Intelligence
- Web
- Signals
- Analytics
- Machine Access
- CrawlerReadiness
tags_raw:
- AI
- Web
- Signals
- Analytics
- MachineAccess
- CrawlerReadiness
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/aiwebsignals-com-agentic-access.yml
- type: Spectral
  url: rules/aiwebsignals-com-rules.yml
- type: JSONLD
  url: json-ld/aiwebsignals-com-context.jsonld
- type: Vocabulary
  url: vocabulary/aiwebsignals-com-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/aiwebsignals-com-data-model.yml
- type: ErrorCatalog
  url: errors/aiwebsignals-com-problem-types.yml
- type: Conformance
  url: conformance/aiwebsignals-com-conformance.yml
- type: LLMsTxt
  url: llms/aiwebsignals-com-llms.txt
- type: AgentCard
  url: a2a/aiwebsignals-com-a2a.yml
- type: MCPServer
  url: mcp/aiwebsignals-com-mcp.yml
- type: WellKnown
  url: well-known/aiwebsignals-com-well-known.yml
- type: Hosts
  url: hosts/aiwebsignals-com-hosts.yml
- type: Vendors
  url: vendors/aiwebsignals-com-vendors.yml
- type: DomainSecurity
  url: security/aiwebsignals-com-domain-security.yml
- type: Website
  url: https://aiwebsignals.com/
- type: Documentation
  url: https://aiwebsignals.com/docs
- type: APIReference
  url: https://aiwebsignals.com/docs
- type: GettingStarted
  url: https://aiwebsignals.com/guides
- type: Support
  url: https://aiwebsignals.com/contact
- type: Blog
  url: https://aiwebsignals.com/blog
- type: Pricing
  url: https://aiwebsignals.com/pricing
- type: TermsOfService
  url: https://aiwebsignals.com/terms
- type: PrivacyPolicy
  url: https://aiwebsignals.com/privacy
- type: About
  url: https://aiwebsignals.com/about
apis:
- aid: aiwebsignals-com:aiwebsignals-com-agent-experience-api
  name: AIWebSignals Agent Experience API
  description: The Agent Experience API from AIWebSignals — 1 operation(s) for agent experience.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Agent Experience
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-agent-experience-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-agent-reflective-api
  name: AIWebSignals Agent Reflective API
  description: The Agent Reflective API from AIWebSignals — 1 operation(s) for agent reflective.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Agent Reflective
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-agent-reflective-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-discovery-api
  name: AIWebSignals Discovery API
  description: Machine-readable service discovery and pricing.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Discovery
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-discovery-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-network-api
  name: AIWebSignals Network API
  description: Machine-readable related-property discovery.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Networks
  tags_raw:
  - Network
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-network-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-readiness-api
  name: AIWebSignals Readiness API
  description: Bounded public AI web readiness scanning and reports.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Readiness
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-readiness-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-research-api
  name: AIWebSignals Research API
  description: The Research API from AIWebSignals — 3 operation(s) for research.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Research
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-research-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-self-observation-api
  name: AIWebSignals Self Observation API
  description: The Self Observation API from AIWebSignals — 1 operation(s) for self observation.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - Self Observation
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-self-observation-api-openapi.yml
- aid: aiwebsignals-com:aiwebsignals-com-well-known-api
  name: AIWebSignals .well Known API
  description: The .well Known API from AIWebSignals — 3 operation(s) for .well known.
  humanURL: https://aiwebsignals.com/docs
  baseURL: https://aiwebsignals.com
  tags:
  - .well Known
  properties:
  - type: OpenAPI
    url: openapi/aiwebsignals-com-well-known-api-openapi.yml
x-enrichment:
  date: '2026-11-01'
  status: enriched
  artifacts_added: 36
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

AIWebSignals API — frequently asked questions

Does AIWebSignals have an API?

Yes. APIs.io lists 8 APIs from AIWebSignals, including AIWebSignals Agent Experience API, AIWebSignals Agent Reflective API and AIWebSignals Discovery API, and 5 more.

Is there an OpenAPI specification for the AIWebSignals API?

Yes. APIs.io indexes 8 OpenAPI specifications for AIWebSignals, each linked for download from this page.

How do I authenticate with the AIWebSignals API?

AIWebSignals documents its authentication (0 schemes). The details are profiled on APIs.io as Aiwebsignals Com Authentication.

Does AIWebSignals have an MCP server?

Yes. APIs.io lists 1 MCP server for AIWebSignals: Remote MCP server at aiwebsignals.com.

Is the AIWebSignals API ready for AI agents?

AIWebSignals has a Kin Score of 36.2 out of 100 (thin) and an Agent Readiness score of 37.2 (agent-ready), scored by API Evangelist on 2026-11-01.

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