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AI Visibility Scorecard
Pref'Coaching - Formation et Coaching
prefcoaching.com · Food & Beverage
Borderline visible. AI bots can crawl Pref'Coaching - Formation et Coaching, 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
#567,702 of 1,709,050 in Food & Beverage for AI visibility
4.9
/10
AEO Score
About Pref'Coaching - Formation et Coaching
from our crawl and measurement
"Coaching professionnel et formation management en Vendée, basés sur l'approche ActionTypes®. Julien Lièvre, coach certifié ICF, accompagne entreprises et particuliers vers plus de bien-être." That is how Pref'Coaching introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.9/10, Pref'Coaching - Formation et Coaching is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pref'Coaching - Formation et Coaching
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prefcoaching
Cite this score: Engagemii (2026). "AEO Score for Pref'Coaching - Formation et Coaching." Retrieved from https://engagemii.com/aeo/brands/prefcoaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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