AI Visibility Scorecard
FMS LIBERATION
fmsliberation.com · Other
Borderline visible. AI bots can crawl FMS LIBERATION, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
<1
4
AEO Visibility
iNear-invisible · 3.5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About FMS LIBERATION
from our crawl and measurement
FMS LIBERATION describes itself simply: "La médecine de demain serait-elle quantique ?." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, FMS LIBERATION is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Vous êtes-vous réveillé en vous demandant mais comment je suis arrivé là ?
Personne ne nous apprend comment aller mieux. Il n’y a pas d’école qui nous explique comment faire face aux épreuves de la vie, comment nous aimer ou comment nous accepter. Pendant plusieurs années, tout semblait bien se passer pour vous. Vous étiez bien et heureux dans votre vie. Mais peu à peu, des changements très subtiles ont commencé à s’opérer, sans que vous ne vous en rendiez forcément compte.
Est-ce qu’une thérapie est faite pour moi ?
Une thérapie est faite pour vous si Vous vous sentez confus et frustré depuis un moment.
Is this your brand?
The exact fixes for FMS LIBERATION
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for FMS LIBERATION.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmsliberation
Cite this score: Engagemii (2026). "AEO Score for FMS LIBERATION." Retrieved from https://engagemii.com/aeo/brands/fmsliberation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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