# Kameleoon (kameleoon.fr): agent-readiness 59/100, grade D

> Rank 446 of 1000 on Qomvia (rubric v2.3.0). Last scanned 2026-09-28T20:00:16.708Z. Page: https://qomvia.com/site/kameleoon-fr  JSON: https://qomvia.com/api/score/kameleoon-fr

## Summary
Category: Software and SaaS
{
  "known": true,
  "confidence": "high",
  "summary": "Kameleoon is a leading AI-powered experimentation and personalization platform, enabling businesses to conduct A/B testing, multivariate testing, and deliver tailored user experiences. It helps optimize conversion rates, user engagement, and product features across websites and mobile applications.",
  "offerings": [
    "A/B testing",
    "Personalization",
    "AI-powered targeting",
    "Feature experimentation",
    "User journey optimization",
    "Analytics & reporting"
  ],
  "audience": "Digital marketers, product managers, CRO specialists, and enterprise businesses looking to optimize online experiences.",
  "geography": "Global, with a strong presence in Europe (especially France) and North America.",
  "strengths": [
    "Comprehensive A/B testing and personalization functionalities",
    "Utilizes AI for audience targeting and test idea generation",
    "Strong emphasis on data privacy and compliance, notably GDPR",
    "Integrates with a wide ecosystem of marketing and analytics tools",
    "Scalable solution suitable for large enterprises"
  ],
  "unknowns": [
    "Specific pricing tiers or exact implementation costs",
    "Detailed case studies or ROI metrics for specific clients",
    "The latest updates to their product roadmap or specific feature releases",
    "Exact number of active customers or market share data",
    "In-depth technical architecture specifics"
  ],
  "alternatives": [
    "optimizely.com",
    "vwo.com",
    "abtasty.com",
    "convert.com",
    "dynamicyield.com"
  ],
  "business": "Kameleoon provides an AI-powered web and app experimentation and personalization platform for enterprises and digital teams globally.",
  "competitors": [
    "optimizely.com",
    "vwo.com",
    "abtasty.com",
    "convert.com",
    "dynamicyield.com",
    "adobe.com",
    "sitecore.com"
  ]
}

## Score by group
- Machine access: 24/24
- Content legibility: 18/26
- Discovery surface: 9/20
- Identity & policy: 0/12
- Agent-facing performance: 8/8
- Agent protocols: 0/10
Failing checks:
- [blocker] The site does not say who it is
- [blocker] No API or feed to read
- [blocker] No MCP endpoint to call
- [improvement] No stated policy for automated access
- [improvement] No machine-readable contact

## AI mentions and rivals
- optimizely.com: not measured
- vwo.com: not measured
- convert.com: not measured
- sitecore.com: not measured

## FAQ
Q: Is Kameleoon readable by AI agents?
A: Kameleoon (kameleoon.fr) scores 59 out of 100 for agent readiness, grade D, measured 2 days ago, on 28.09.2026. 0 of 3 agent classes we test can use the site, and 3 checks currently block agents outright.

Q: What stops agents from using kameleoon.fr?
A: The heaviest problems are: The site does not say who it is; No API or feed to read; No MCP endpoint to call; No stated policy for automated access; No machine-readable contact. Each one is scored from a public HTTP response, and the fix for each is listed in the signed-in report.

Q: How is the Kameleoon agent-readiness score calculated?
A: Qomvia fetches public pages of kameleoon.fr as an AI agent would and runs the core checks every site gets across 6 groups: Machine access, Content legibility, Discovery surface, Identity & policy, Agent-facing performance, Agent protocols. Checks are weighted by how much an agent loses when they fail, and the score is expressed out of 100.

Q: How often is this score updated?
A: Public scores are re-checked when the site is re-scanned; tracked domains are re-scanned weekly and their owners are alerted when a check regresses. This page shows the scan from 2 days ago, on 28.09.2026.

## Related
- Leaderboard: https://qomvia.com/leaderboard — category ranking: https://qomvia.com/leaderboard/saas-software
- Score another site: https://qomvia.com/