AI Visibility Scorecard
MACSF
macsf.com · Real Estate
Borderline visible. AI bots can crawl MACSF, 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
#291,044 of 721,056 in Real Estate for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About MACSF
from our crawl and measurement
"Assureur mutualiste des professionnels de la santé, la MACSF vous accompagne et vous protège dans tous les aspects de votre vie professionnelle et personnelle." That is how Mutuelle d’assurance des professionnels de la santé introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.4/10, MACSF is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi choisir la MACSF ?
Depuis 1935, la MACSF protège et accompagne les professionnels de la santé, depuis leurs premiers gestes jusqu’à leur retraite, dans leur vie professionnelle et privée. Découvrir les avantages MACSF 1er assureurdes professionnels de santé Plus d'un million de sociétairesde toutes les spécialités médicales et paramédicales Des solutions adaptéesDes solutions spécifiques et adaptées aux professionnels de santé
Is this your brand?
The exact fixes for MACSF
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 MACSF.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macsf
Cite this score: Engagemii (2026). "AEO Score for MACSF." Retrieved from https://engagemii.com/aeo/brands/macsf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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