Bluefish AI website screenshot

Bluefish AI

Bluefish AI is an enterprise AI marketing platform built for Fortune 500 brands to gain visibility and control over how they are represented across AI channels. The platform spans AI monitoring of brand reputation in AI-native experiences, generative engine optimization (GEO) to improve performance across AI search, GEO measurement frameworks, AI brand safety and accuracy verification, and agentic commerce tooling for AI-driven buying journeys. It serves search, content, brand, and PR teams. Founded by martech veterans whose prior advertising technologies are now owned by Microsoft and Meta, and backed by enterprise and AI investors including Bloomberg Beta and Threshold Ventures, with a $43M Series B in 2026. Bluefish publishes no developer documentation, OpenAPI definition, or SDKs, but it does operate a live first-party remote MCP server at platform.bluefishai.com/mcp, protected by OAuth 2.1 with full RFC 9728 and RFC 8414 discovery and offered to customers as a connected app.

Bluefish AI publishes 1 API on the APIs.io network. Tagged areas include Company, Marketing, Artificial Intelligence, Generative Engine Optimization, and Brand Safety.

Bluefish AI’s developer surface includes engineering blog, support, authentication, and 12 more developer resources.

21.2/100 emerging ▲ 7.3 Agent 23/100 agent aware Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
AccessEnterprise
1 APIs 1 MCP Servers
CompanyMarketingArtificial IntelligenceGenerative Engine OptimizationBrand SafetyAgentic CommerceAnalyticsMCPAgents

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 21.2/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.0 / 13
Governance 1.5 / 12
Discoverability 7.6 / 10
Agent readiness — 23/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 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
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/bluefish-ai: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

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

Bluefish AI MCP Server

A live, first-party remote Model Context Protocol server that makes the Bluefish AI platform callable by agents over Streamable HTTP. It is protected by OAuth 2.1 and requires t...

MCP Servers 1

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

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Bluefish Ai Rate Limits

0 limits

RATE LIMITS

Security Posture 2

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

Bluefish Ai Authentication

oauth2/openIdConnect · 2 schemes

SECURITY

Bluefish Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Bluefish Ai Scopes

7 scopes · authorizationCode

7 scopes

SCOPES

Resources

Get Started 1

Portal, sign-up, and the first successful call

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Access & Security 3

Authentication, authorization, and security posture

Operate 2

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: bluefish-ai
name: Bluefish AI
description: Bluefish AI is an enterprise AI marketing platform built for Fortune 500 brands to gain visibility and control
  over how they are represented across AI channels. The platform spans AI monitoring of brand reputation in AI-native experiences,
  generative engine optimization (GEO) to improve performance across AI search, GEO measurement frameworks, AI brand safety
  and accuracy verification, and agentic commerce tooling for AI-driven buying journeys. It serves search, content, brand,
  and PR teams. Founded by martech veterans whose prior advertising technologies are now owned by Microsoft and Meta, and
  backed by enterprise and AI investors including Bloomberg Beta and Threshold Ventures, with a $43M Series B in 2026. Bluefish
  publishes no developer documentation, OpenAPI definition, or SDKs, but it does operate a live first-party remote MCP server
  at platform.bluefishai.com/mcp, protected by OAuth 2.1 with full RFC 9728 and RFC 8414 discovery and offered to customers
  as a connected app.
url: https://raw.githubusercontent.com/api-evangelist/bluefish-ai/refs/heads/main/apis.yml
accessModel:
  pricing: enterprise
  onboarding: sales
  trial: false
  try_now: false
  public: false
  label: Customer-only
  confidence: medium
  source:
  - https://www.bluefishai.com/contact/sales
  - https://platform.bluefishai.com/connected-apps/authorize
  generated: '2026-08-13'
  method: probed
  note: No public pricing or self-service sign-up. The MCP OAuth authorization endpoint sits behind the authenticated customer
    platform, so agent access is available to existing customers rather than to the open public.
image: https://framerusercontent.com/images/HAib9zYaCuHpzLWP2A6EcUxHGM.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- bloomberg-beta
- threshold-ventures
x-tier: profiled
x-tier-reason: live-agent-surface-discovered
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-08-13'
tags:
- Company
- Marketing
- Artificial Intelligence
- Generative Engine Optimization
- Brand Safety
- Agentic Commerce
- Analytics
- MCP
- Agents
apis:
- aid: bluefish-ai-mcp
  name: Bluefish AI MCP Server
  description: A live, first-party remote Model Context Protocol server that makes the Bluefish AI platform callable by agents
    over Streamable HTTP. It is protected by OAuth 2.1 and requires the mcp:connect scope; an unauthenticated request returns
    401 with an RFC 9728 resource_metadata challenge pointing at the protected-resource document. Bluefish does not document
    this endpoint anywhere on its public site; it was discovered by probing, and the tool list remains auth-gated.
  humanURL: https://www.bluefishai.com/platform
  baseURL: https://platform.bluefishai.com/mcp
  tags:
  - MCP
  - Agents
  - Artificial Intelligence
  - Marketing
  properties:
  - type: MCPServer
    url: mcp/bluefish-ai-mcp.yml
  - type: Authentication
    url: authentication/bluefish-ai-authentication.yml
  - type: OAuthScopes
    url: scopes/bluefish-ai-scopes.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.bluefishai.com/
- type: Blog
  url: https://www.bluefishai.com/blog
- type: Login
  url: https://platform.bluefishai.com/login
- type: Support
  url: https://www.bluefishai.com/contact/support
- type: TermsOfService
  url: https://www.bluefishai.com/legal/terms-of-service
- type: PrivacyPolicy
  url: https://www.bluefishai.com/legal/privacy-policy
- type: DomainSecurity
  url: security/bluefish-ai-domain-security.yml
- type: LLMsTxt
  url: llms/bluefish-ai-llms.txt
- type: MCPServer
  url: mcp/bluefish-ai-mcp.yml
- type: Authentication
  url: authentication/bluefish-ai-authentication.yml
- type: OAuthScopes
  url: scopes/bluefish-ai-scopes.yml
- type: WellKnown
  url: well-known/bluefish-ai-well-known.yml
- type: Conformance
  url: conformance/bluefish-ai-conformance.yml
- type: Plans
  url: plans/bluefish-ai-plans-pricing.yml
- type: RateLimits
  url: rate-limits/bluefish-ai-rate-limits.yml
x-enrichment:
  date: '2026-08-13'
  status: enriched
  artifacts_added: 9
  pass: local-v1
  note: Round 2. Contract discovery found a live OAuth-protected remote MCP server at platform.bluefishai.com/mcp that the
    2026-07-18 pass missed; the earlier all-404 well-known result is superseded by three real 200 discovery documents.