AI Visibility Scorecard
mutationis-coaching.com · Professional Services
Borderline visible. AI bots can crawl Mutationis 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.
AI engines read this profile 1 times
Claude
#463,728 of 528,247 in Professional Services for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Mutationis Coaching, based in Saint-Colomban, QC, describes itself simply: "Découvrez Mutationis Coaching pour des solutions en ligne adaptées à vos besoins. Lisez des avis et contactez-nous !." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Sitemaps and entity links AI can follow.
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.
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, Mutationis Coaching is crawlable but under-signaled - fixable, and the signals above are where to start.
QUI SUIS-JE ?
Après une carrière d'entrepreneur, j'accompagne les particuliers et les entreprises à atteindre leurs objectifs. J'utilise des outils lors de nos communications pour vous accompagner à surmonter vos difficultés et comportements récurrents. J'ai une approche globale, vous n'êtes pas votre travail, vos dettes, votre physique, vos dépendances, votre famille, votre histoire mais tout et plus encore.
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The exact fixes for Mutationis Coaching
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mutationis-coaching
Cite this score: Engagemii (2026). "AEO Score for Mutationis Coaching." Retrieved from https://engagemii.com/aeo/brands/mutationis-coaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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