AI Visibility Scorecard
Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc.
tolerietml.com · Home & Living
Borderline visible. AI bots can crawl Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc., 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 5 times
Claude · Meta AI · Perplexity
#220,559 of 1,377,308 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc.
from our crawl and measurement
"Tolerie TML Inc. procure des matériaux pour votre toiture en métal. Nous effectuons la coupe des tôles sur place ou via livraison, partout en Outaouais." That is how Accueil of L'Ange-Gardien, QC introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, RoofingContractor), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a roofing business.
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
Good
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
Strong
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, Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc.
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 Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc..
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tolerietml
Cite this score: Engagemii (2026). "AEO Score for Accueil | Tolerie TML Inc. Un dessin en noir et blanc d'une épingle de carte sur fond blanc.." Retrieved from https://engagemii.com/aeo/brands/tolerietml
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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