The Black Friday Agency

The Black Friday Agency offers a free AI Recommendation Readiness Audit that evaluates whether a business is understandable, verifiable, recommendable, and usable by AI systems. It helps small and midsize businesses improve AI visibility through a plain-English diagnostic covering eight readiness categories.

The Black Friday Agency is listed with 1 API on the APIs.io network. Tagged areas include AI Recommendation, Business, Audit, Small Business, and Technology.

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

🌐 Visit website 📡 Profile data on GitHub

14.5/100 emerging Agent 7/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API 1 MCP Servers 1 Agent Skills

AI RecommendationBusiness Audit Small Business Technology

Kin Score

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

Composite quality — 14.5/100 · emerging

Contract Quality 4.8 / 21

Developer Ergonomics 0.3 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 1.6 / 15

Agent readiness — 7/100 · agent aware

Machine-Readable Contract 0 / 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 0 / 7

Rate-Limit Signaling 0 / 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

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 Contract +18 pts — api_specs includes an OpenAPI document
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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

9 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 0.0 — up to +20.0 composite points
Developer Ergonomics scores 1.8 — up to +19.6 composite points
Contract Quality scores 22.7 — up to +19.3 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/canairecommendmybusiness-com/apis.yml: open an issue on github.com/api-evangelist/canairecommendmybusiness-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.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

APIs 1

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

AI Recommendation Readiness Assessment API

Canonical REST door for the AI Recommendation Readiness assessment engine by The Black Friday Agency. Provides readiness score, tier, gap analysis, and roadmap.

MCP Servers 1

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

The Black Friday Agency MCP Server

Remote MCP server at canairecommendmybusiness.com.

MCP SERVER

Agent Skills 1

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

canairecommendmybusiness-com-assess-readiness

AGENT SKILL

Semantic Vocabularies 1

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

Canairecommendmybusiness Com Context

2 classes · 16 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

The Black Friday Agency API Rules

34 rules · 32 errors 1 warnings 1 info

SPECTRAL

JSON Schema 2

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

AssessmentInputs

6 properties

JSON SCHEMA

AssessmentResult

10 properties

JSON SCHEMA

Security Posture 1

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

Canairecommendmybusiness Com Domain Security

TLSv1.3

SECURITY

Agentic Access 1

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

Canairecommendmybusiness Com Agentic Access

2 operations · 1 acting

AGENTIC

Resources

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

AgentSkill

AgentSkill

MCPServer

MCPServer

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

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: canairecommendmybusiness-com
name: The Black Friday Agency
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-06'
  method: derived
image: http://localhost:3000/og-image.png
description: The Black Friday Agency offers a free AI Recommendation Readiness Audit that evaluates whether a business is
  understandable, verifiable, recommendable, and usable by AI systems. It helps small and midsize businesses improve AI visibility
  through a plain-English diagnostic covering eight readiness categories.
url: https://artifacts.apis.io/canairecommendmybusiness-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-04 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-04'
modified: '2026-11-04'
tags:
- AI Recommendation
- Business
- Audit
- Small Business
- Technology
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/canairecommendmybusiness-com-agentic-access.yml
- type: Spectral
  url: rules/canairecommendmybusiness-com-rules.yml
- type: JSONLD
  url: json-ld/canairecommendmybusiness-com-context.jsonld
- type: Vocabulary
  url: vocabulary/canairecommendmybusiness-com-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/canairecommendmybusiness-com-data-model.yml
- type: ErrorCatalog
  url: errors/canairecommendmybusiness-com-problem-types.yml
- type: Conformance
  url: conformance/canairecommendmybusiness-com-conformance.yml
- type: MCPServer
  url: mcp/canairecommendmybusiness-com-mcp.yml
- type: Hosts
  url: hosts/canairecommendmybusiness-com-hosts.yml
- type: Vendors
  url: vendors/canairecommendmybusiness-com-vendors.yml
- type: DomainSecurity
  url: security/canairecommendmybusiness-com-domain-security.yml
- type: Website
  url: https://canairecommendmybusiness.com/
apis:
- name: AI Recommendation Readiness Assessment API
  description: Canonical REST door for the AI Recommendation Readiness assessment engine by The Black Friday Agency. Provides
    readiness score, tier, gap analysis, and roadmap.
  humanURL: https://canairecommendmybusiness.com/api-docs
  baseURL: https://canairecommendmybusiness.com
  properties:
  - type: JSONSchema
    url: json-schema/canairecommendmybusiness-com-assessment-inputs-schema.json
  - type: JSONSchema
    url: json-schema/canairecommendmybusiness-com-assessment-result-schema.json
  aid: canairecommendmybusiness-com:ai-recommendation-readiness-assessment-api
x-enrichment:
  date: '2026-11-04'
  status: enriched
  artifacts_added: 19
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

The Black Friday Agency API — frequently asked questions

Does The Black Friday Agency have an API?

Yes. APIs.io lists 1 API from The Black Friday Agency, including AI Recommendation Readiness Assessment API.

Does The Black Friday Agency have an MCP server?

Yes. APIs.io lists 1 MCP server for The Black Friday Agency: Remote MCP server at canairecommendmybusiness.com.

Is the The Black Friday Agency API ready for AI agents?

The Black Friday Agency has a Kin Score of 14.5 out of 100 (emerging) and an Agent Readiness score of 6.9 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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MCP server

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Tools for providers

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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.

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