AI Visibility Scorecard
Toitures Bernier
toituresbernier.com · Education
Borderline visible. AI bots can crawl Toitures Bernier, 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 8 times
Claude · Perplexity · Meta AI
#363,411 of 937,651 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Toitures Bernier
from our crawl and measurement
"Nous embauchons RBQ: 5660-9662-01 (819) 386-7393 Aimez la page!." That is how Toitures Bernier introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 4/10, Toitures Bernier is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui sommes-nous?
TOITURES BERNIER est une entreprise fondée en 2012 par Sonny Bernier. Nous offrons des services de remplacement complet de toiture, de réparation et d’entretien de toiture, de ventilation de grenier ainsi que de ventilation de grenier. Notre équipe de couvreurs qualifiés et professionnels respecte les délais convenus (selon la météo) et effectue des travaux impeccables, et ce, dans les moindres détails.
Is this your brand?
The exact fixes for Toitures Bernier
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Toitures Bernier.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/toituresbernier
Cite this score: Engagemii (2026). "AEO Score for Toitures Bernier." Retrieved from https://engagemii.com/aeo/brands/toituresbernier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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