AI Visibility Scorecard
royidentite.com · Technology
Borderline visible. AI bots can crawl ROY / identité engagée, 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
#1,350,713 of 2,705,352 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
ROY / identité engagée is a Longueuil, QC business whose own site puts it this way: "Studio de stratégie en identité d'entreprise fondé par Alain Roy, accompagnant depuis 30 ans les dirigeants de PME québécoises dans la clarification de leur raison d'être et le." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, ROY / identité engagée is crawlable but under-signaled - fixable, and the signals above are where to start.
Où en êtes-vous avec votre raison d’être ?
Vous avez bâti quelque chose de réel. Une entreprise qui fonctionne bien, des gens qui y croient, des résultats tangibles.
Prêt à révéler votre raison d’être ?
RÉVÉLER NOTRE RAISON D'ÊTRE « Les comportements humains fondamentaux ne changent jamais. Ce qui motive les gens aujourd'hui; le désir d'appartenance, de sens, de fierté, est identique à ce qui les motivait il y a 1000 ans. C'est sur ces constantes qu'il faut bâtir, pas sur les variables technologiques.
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The exact fixes for ROY / identité engagée
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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/royidentite
Cite this score: Engagemii (2026). "AEO Score for ROY / identité engagée." Retrieved from https://engagemii.com/aeo/brands/royidentite
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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