AI Visibility Scorecard
Ecole VioMalherbe
viomalherbe.com · Food & Beverage
Borderline visible. AI bots can crawl Ecole VioMalherbe, 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.
AI engines read this profile 1 times
Claude
#377,957 of 1,391,622 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 80% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Food & Beverage average 18
See what's behind this score →0
About Ecole VioMalherbe
from our crawl and measurement
"L'Ecole Vio Malherbe est l'école de référence dans le domaine esthétique depuis 70 ans. L'école dispense différentes formations dans le domaine esthétique." That is how Ecole VioMalherbe of Lausanne, VD introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Ecole VioMalherbe
- Website ·
- viomalherbe.com
- Industry ·
- Food & Beverage
- Location ·
- Lausanne, VD
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 read your site and name it in answers. At 4/10, Ecole VioMalherbe is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui sommes nous ?
Vio Malherbe est un organisme dédié à la formation aux métiers de la beauté et de l’esthétique depuis plus de 70 ans. L’école dispense un enseignement privé et forme de nombreux professionnels en esthétique et cosmétologie.
Is this your brand?
The exact fixes for Ecole VioMalherbe
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Ecole VioMalherbe.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/viomalherbe
Cite this score: Engagemii (2026). "AEO Score for Ecole VioMalherbe." Retrieved from https://engagemii.com/aeo/brands/viomalherbe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform