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AI Visibility Scorecard
Fondation M. Constant
fondationsmconstant.com · Food & Beverage
Borderline visible. AI bots can crawl Fondation M. Constant, 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
#661,858 of 1,354,827 in Food & Beverage for AI visibility
4.3
/10
AEO Score
About Fondation M. Constant
from our crawl and measurement
"Fondation M. Constant est une équipe de professionel en construction de fondation coulée, plancher de béton et autres ouvrage de béton à Gatineau." That is how Coffrage de béton of Gatineau, QC introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.3/10, Fondation M. Constant is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fondation M. Constant
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fondationsmconstant
Cite this score: Engagemii (2026). "AEO Score for Fondation M. Constant." Retrieved from https://engagemii.com/aeo/brands/fondationsmconstant
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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