AI Visibility Scorecard
CMF Construction Sàrl
cmfconstruction.ch · Media & Entertainment
At 2.7/10, CMF Construction Sàrl is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,832,348 of 1,965,125 in Media & Entertainment for AI visibility
3
AEO Visibility
iNear-invisible · 2.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About CMF Construction Sàrl
from our crawl and measurement
CMF Construction Sàrl describes itself simply: "Contactez-nous maintenant EXPÉRIENCE Avec des ouvriers bénéficiant de plus de 20 ans d’expérience réussi, CMF Construction se distingue par son grand professionnalisme." As far as answer engines are concerned it may as well not exist yet: 2.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
Weak
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
Weak
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 2.7/10, CMF Construction Sàrl is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi choisir CMF Construction ?
En choisissant CMF Construction pour votre projet, vous bénéficiez d’un accompagnement personnalisé. Son équipe qualifiée est à votre écoute et met un point d’honneur à vous offrir un service d’excellence. Son savoir-faire permet de répondre aux exigences les plus élevées, ce qui en fait un partenaire de confiance, pour lequel la satisfaction du client est primordial.
Is this your brand?
The exact fixes for CMF Construction Sàrl
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmfconstruction-ch
Cite this score: Engagemii (2026). "AEO Score for CMF Construction Sàrl." Retrieved from https://engagemii.com/aeo/brands/cmfconstruction-ch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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