AI Visibility Scorecard
mag2evolution.fr
mag2evolution.fr · Home & Living
Borderline visible. AI bots can crawl mag2evolution.fr, 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
#959,021 of 1,375,150 in Home & Living for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About mag2evolution.fr
from our crawl and measurement
Coaching, formation, cabinet de recrutement RH, Millau Aveyron describes itself simply: "Coaching, VAE, bilan de compétences, formation: Mag2 Evolution, l’alliance entre humain, expertise et singularité. À chaque étape de votre vie professionnelle." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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 4.1/10, mag2evolution.fr is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
On commence quand ?
Vous avez déjà des compétences professionnelles. Vous avez peut-être juste besoin de les remettre en lumière, de les renforcer, ou de les orienter autrement. Je vous propose un premier échange gratuit pour faire le point, répondre à vos questions, et voir comment je peux vous accompagner. Rien n’est impossible tant qu’on n’a pas essayé. Essayons ensemble.
Is this your brand?
The exact fixes for mag2evolution.fr
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.
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Source & Attribution
Scored by Engagemii on October 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mag2evolution-fr
Cite this score: Engagemii (2026). "AEO Score for mag2evolution.fr." Retrieved from https://engagemii.com/aeo/brands/mag2evolution-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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