AI Visibility Scorecard
Groupe Esn
groupeesn.com · Other
Borderline visible. AI bots can crawl Groupe Esn, 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 4 times
Claude · Apple Intelligence · ShapBot · Meta AI
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
4
AI Adoption
iBasic · 4/100
About Groupe Esn
from our crawl and measurement
Groupe Esn is a Québec City, QC business whose own site puts it this way: "Le Groupe ESN offre des services déneigement de toitures et d’entretien extérieur professionnels et personnalisés, avec un engagement de qualité, à Québec et Charlesbourg." 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.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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
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.
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, Groupe Esn is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui sommes-nous?
Fondé sur une passion pour l’aménagement et l’entretien extérieur, Groupe ESN Inc. s’est bâti une solide réputation grâce à son engagement envers la qualité et la satisfaction client. Notre équipe dynamique met de l’avant le respect, la rigueur et le travail bien fait dans chacune de nos interventions.
Pourquoi choisir le Groupe ESN Inc. ?
Opter pour le Groupe ESN Inc., c’est choisir la tranquillité d’esprit. Notre fiabilité, notre rapidité d’exécution et notre souci de la qualité sont reconnus par nos clients. Nous mettons tout en œuvre pour garantir une satisfaction totale et des résultats à la hauteur de vos attentes.
Is this your brand?
The exact fixes for Groupe Esn
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/groupeesn
Cite this score: Engagemii (2026). "AEO Score for Groupe Esn." Retrieved from https://engagemii.com/aeo/brands/groupeesn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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