AI Visibility Scorecard
Guy Bera
guy-bera.com · Other
Borderline visible. AI bots can crawl Guy Bera, 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
3
AEO Visibility
iNear-invisible · 3.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Guy Bera
from our crawl and measurement
"A la recherche d’un artisan chauffagiste à Valenciennes et ses alentours ? L’entreprise de chauffage Guy Béra vous propose ses prestations." That is how Guy Bera introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite, WebPage, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Fair
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
Fair
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 3.4/10, Guy Bera is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Artisan chauffagiste - Pourquoi choisir Guy Bera ?
L’entreprise est forte de plus de 25 ans d’expérience en industrie. Elle témoigne d’un excellent savoir-faire et a su faire preuve d’une technicité adaptée aux projets de ses clients. De plus, elle leur offre une qualité de prestations et une réactivité avérées. Par ailleurs, nos experts sont à votre disposition pour vous fournir des conseils avisés et vous accompagner dans vos projets.
Is this your brand?
The exact fixes for Guy Bera
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 September 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guy-bera
Cite this score: Engagemii (2026). "AEO Score for Guy Bera." Retrieved from https://engagemii.com/aeo/brands/guy-bera
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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