AI Visibility Scorecard
echelle.ca · Membership Organizations
Borderline visible. AI bots can crawl Les Entreprises Le Guerrier, 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 2 times
Claude · ShapBot
#85,304 of 93,999 in Membership Organizations for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Membership Organizations average 9
Top 58% of Membership Organizations
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Membership Organizations average 4.1
See what's behind this score →-
Network Authority
iNot connected yet
Membership Organizations average 0.0
0 relationships · Average 3
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Membership Organizations average 12
See what's behind this score →0
from our crawl and measurement
Les Entreprises Le Guerrier is a business whose own site puts it this way: "Ne prenez pas de risques, faites appel à nos services de vente, de réparation et d'entretien d’escabeau au Québec. Appelez Les Entreprises Le Guerrier !." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Les Entreprises Le Guerrier is crawlable but under-signaled - fixable, and the signals above are where to start.
Pourquoi devriez-vous nous faire confiance?
Des années d'expérience Nous sommes spécialisés dans la vente, la réparation et l'entretien d'échelles et d'escabeaux depuis plus de 20 ans.
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The exact fixes for Les Entreprises Le Guerrier
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/echelle-ca
Cite this score: Engagemii (2026). "AEO Score for Les Entreprises Le Guerrier." Retrieved from https://engagemii.com/aeo/brands/echelle-ca
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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