Kameleoon

Kameleoon is an experimentation, personalization, feature flag, and AI-driven optimization platform for product and marketing teams.

Kameleoon publishes 6 API contracts indexed on the APIs.io network, including Experiments API, Personalizations API, O Auth API, and 3 more. Tagged areas include Experimentation, A/B Testing, Personalization, Feature Flags, and Artificial Intelligence.

The Kameleoon catalog on APIs.io includes 1 Spectral governance ruleset.

Kameleoon’s developer surface includes authentication, documentation, engineering blog, and 12 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.8/100 thin ▬ flat Agent 44/100 agent ready Front door AI 5/6 prominent Heartbeat 98/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessEnterprise

1 published contract 1 MCP Servers

Experimentation A/B Testing Personalization Feature Flags Artificial Intelligence

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Product Telemetry & Experimentation Management

BC-4280

Experiments

POST /experiments

Kin Score

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

Composite quality — 26.8/100 · thin

Contract Quality 8.4 / 19

Developer Ergonomics 2.1 / 15

Access Clarity 2.0 / 15

Operational Transparency 0.8 / 10

Contract Governance 1.2 / 9

Discoverability 5.0 / 8

Regulatory Posture 3.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 44/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

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

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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):

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)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
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

5 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 13.2 — up to +17.4 composite points
Developer Ergonomics scores 14.3 — up to +17.1 composite points
Contract Quality scores 44.9 — up to +13.8 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/kameleoon/apis.yml: open an issue on github.com/api-evangelist/kameleoon 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Commerce Platform Ecosystems (Shopify, WooCommerce, Stripe Apps)	builds-on	38.1	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 5

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 (verified)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

OAuth 2.0

measured — observed by APIs.io (declared)

APIs 6

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

Kameleoon Automation API

Kameleoon Automation API (REST) for programmatically managing experiments, feature flags, and configuration. Limited to roughly a dozen calls per minute per account.

Kameleoon Data API

Kameleoon Data API (REST) for high-volume server-to-server data exchange — visitor data, custom data, and offline conversions. Designed for millions of calls per minute.

Kameleoon Product Recommendation API

Kameleoon Product Recommendation API (REST) for managing product catalogs and serving AI-driven recommendations.

Kameleoon Experiments API

Manage Kameleoon experiments.

Kameleoon Personalizations API

Manage Kameleoon personalizations.

Kameleoon O Auth API

OAuth 2.0 authorization and token endpoints.

Open Collections 4

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Kameleoon Automation Experiments API

OPEN COLLECTION

Kameleoon Automation Experiments OAuth API

OPEN COLLECTION

Kameleoon Automation Experiments Personalizations API

OPEN COLLECTION

Kameleoon Automation API

OPEN COLLECTION

MCP Servers 1

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

Kameleoon MCP Server

Remote MCP server at mcp.kameleoon.com over HTTP.

MCP SERVER

Kameleoon API pricing

Not yet checked against Kameleoon's own pricing page. Compiled by API Evangelist on 2026-05-08 from www.kameleoon.com/; confirm before you rely on a figure.

Plan	Price
To Be Reconciled enterprise	—

Plan details, limits and sources →

Rate limits

Default: see provider documentation varies

Compiled by API Evangelist, not yet checked against Kameleoon's documentation. Rate-limit details →

Pricing Plans 1

Published pricing tiers and plan structures.

Kameleoon Plans Pricing

1 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Kameleoon Rate Limits

1 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Kameleoon

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Kameleoon Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Kameleoon API Rules

60 rules · 58 errors 1 warnings 1 info

SPECTRAL

Security Posture 3

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

Kameleoon Authentication

http/oauth2 · 2 schemes

SECURITY

Kameleoon Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Kameleoon Trust Center

SOC 2, ISO 27001, PCI DSS, HIPAA, GDPR

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Kameleoon Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

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

Kameleoon Agentic Access

5 operations · 2 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LlmsText

LlmsText

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

DomainSecurity

Authentication

OAuthScopes

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Source (apis.yml)

aid: kameleoon
url: https://raw.githubusercontent.com/api-evangelist/kameleoon/refs/heads/main/apis.yml
name: Kameleoon
kind: company
description: Kameleoon is an experimentation, personalization, feature flag, and AI-driven optimization platform for product
  and marketing teams.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: enterprise
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Enterprise
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/kameleoon.png
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-10-03
tags:
- Experimentation
- A/B Testing
- Personalization
- Feature Flags
- Artificial Intelligence
tags_raw:
- Experimentation
- AB Testing
- Personalization
- Feature Flags
- AI
created: '2026-05-08'
modified: '2026-05-08'
specificationVersion: '0.23'
apis:
- aid: kameleoon:kameleoon-automation-api
  name: Kameleoon Automation API
  description: Kameleoon Automation API (REST) for programmatically managing experiments, feature flags, and configuration.
    Limited to roughly a dozen calls per minute per account.
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://developers.kameleoon.com/apis/automation-api/
  baseURL: https://api.kameleoon.com/automation/v1
  tags:
  - Experimentation
  - Automation
  - REST
  properties:
  - type: Documentation
    url: https://developers.kameleoon.com/apis/automation-api/
- aid: kameleoon:kameleoon-data-api
  name: Kameleoon Data API
  description: Kameleoon Data API (REST) for high-volume server-to-server data exchange — visitor data, custom data, and offline
    conversions. Designed for millions of calls per minute.
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://developers.kameleoon.com/apis/data-api/
  baseURL: https://data.kameleoon.io
  tags:
  - Experimentation
  - Data
  - REST
  properties:
  - type: Documentation
    url: https://developers.kameleoon.com/apis/data-api/
- aid: kameleoon:kameleoon-recommendation-api
  name: Kameleoon Product Recommendation API
  description: Kameleoon Product Recommendation API (REST) for managing product catalogs and serving AI-driven recommendations.
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://developers.kameleoon.com/apis/recommendation-api/
  baseURL: https://api.kameleoon.com/recommendation/v1
  tags:
  - Recommendations
  - Artificial Intelligence
  - REST
  tags_raw:
  - Recommendations
  - AI
  - REST
  properties:
  - type: Documentation
    url: https://developers.kameleoon.com/apis/recommendation-api/
- aid: kameleoon:kameleoon-experiments-api
  name: Kameleoon Experiments API
  description: Manage Kameleoon experiments.
  humanURL: https://developers.kameleoon.com/apis/automation-api/
  baseURL: https://api.kameleoon.com/automation/v1
  tags:
  - Experiments
  properties:
  - type: OpenAPI
    url: openapi/kameleoon-experiments-api-openapi.yml
- aid: kameleoon:kameleoon-personalizations-api
  name: Kameleoon Personalizations API
  description: Manage Kameleoon personalizations.
  humanURL: https://developers.kameleoon.com/apis/automation-api/
  baseURL: https://api.kameleoon.com/automation/v1
  tags:
  - Personalizations
  properties:
  - type: OpenAPI
    url: openapi/kameleoon-personalizations-api-openapi.yml
- aid: kameleoon:kameleoon-oauth-api
  name: Kameleoon O Auth API
  description: OAuth 2.0 authorization and token endpoints.
  humanURL: https://developers.kameleoon.com/apis/automation-api/
  baseURL: https://api.kameleoon.com/automation/v1
  tags:
  - OAuth
  - Authentication
  tags_raw:
  - OAuth
  - Authentication
  properties:
  - type: OpenAPI
    url: openapi/kameleoon-oauth-api-openapi.yml
common:
- type: CapabilityMap
  url: capabilities/kameleoon-capability-edges.yml
  name: Kameleoon Business Capability Map
- type: AgenticAccess
  url: agentic-access/kameleoon-agentic-access.yml
- type: TrustCenter
  url: security/kameleoon-trust-center.yml
- type: DomainSecurity
  url: security/kameleoon-domain-security.yml
- type: Authentication
  url: authentication/kameleoon-authentication.yml
- type: OAuthScopes
  url: scopes/kameleoon-scopes.yml
- type: GitHubOrganization
  url: https://github.com/Kameleoon
- type: LinkedIn
  url: https://www.linkedin.com/company/kameleoon
- type: Website
  url: https://www.kameleoon.com/
- type: Documentation
  url: https://developers.kameleoon.com/apis/automation-api/
- type: Plans
  url: plans/kameleoon-plans-pricing.yml
- type: RateLimits
  url: rate-limits/kameleoon-rate-limits.yml
- type: FinOps
  url: finops/kameleoon-finops.yml
- type: LlmsText
  url: https://developers.kameleoon.com/llms.txt
- type: Blog
  url: https://www.kameleoon.com/blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Kameleoon API — frequently asked questions

Does Kameleoon have an API?

Yes. APIs.io lists 6 APIs from Kameleoon, including Kameleoon Automation API, Kameleoon Data API and Kameleoon Product Recommendation API, and 3 more.

Is there an OpenAPI specification for the Kameleoon API?

Yes. APIs.io indexes 3 OpenAPI specifications for Kameleoon, each linked for download from this page.

How do I authenticate with the Kameleoon API?

Kameleoon documents its authentication (http/oauth2 · 2 schemes). The details are profiled on APIs.io as Kameleoon Authentication.

How much does the Kameleoon API cost?

APIs.io lists 1 pricing plan for Kameleoon, with each plan's price, limits and inclusions under Pricing on this page.

Does Kameleoon have an MCP server?

Yes. APIs.io lists 1 MCP server for Kameleoon: Remote MCP server at mcp.kameleoon.com over HTTP.

Is the Kameleoon API ready for AI agents?

Kameleoon has a Kin Score of 26.8 out of 100 (thin) and an Agent Readiness score of 43.9 (agent-ready), scored by API Evangelist on 2026-11-06.

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