AI Visibility Scorecard
mq.ca · Food & Beverage
At 2.65/10, Fenêtres MQ is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI · ChatGPT · Apple Intelligence
Top 25% in Food & Beverage for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Food & Beverage average 12
See what's behind this score →2.65
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Food & Beverage average 18
See what's behind this score →4
from our crawl and measurement
Fenêtres MQ, based in West Palm Beach, FL, describes itself simply: "Portes et fenêtres haut de gamme par Fenêtres MQ. Découvrez le luxe sur mesure, la qualité supérieure et la performance écoénergétique." When AI engines look at it, they find little to work with. It scores 2.65 out of 10.
Our crawl found structured data on the page (LocalBusiness, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic), Meta AI and GPTBot (ChatGPT).
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
-
Not yet measured.
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 read your site and name it in answers. At 2.65/10, Fenêtres MQ is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Vous recherchez des solutions vitrées de grande envergure?
Nos systèmes de murs-rideaux en bois ou en acier constituent un élément architectural audacieux.AcierBois
Envie de découvrir nos luxueuses portes et fenêtres?
Nous joindreParcourez notre galerie de projets afin d’explorer nos réalisations. Vous y trouverez des exemples remarquables d’architecture contemporaine et traditionnelle.
Prêt à commencer?
De la première consultation jusqu’à l’installation, notre équipe vous accompagne à chaque étape. Nous nous engageons à vous offrir une expérience sans faille du début à la fin. Découvrez le summum du raffinement avec nos luxueuses portes et fenêtres sur mesure, alliant artisanat d’exception et innovation, et voyez comment Fenêtres MQ peut transformer votre demeure en un véritable chef-d’œuvre architectural.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mq-ca
Cite this score: Engagemii (2026). "AEO Score for Fenêtres MQ." Retrieved from https://engagemii.com/aeo/brands/mq-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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