AI Visibility Scorecard
M2L FROID
Borderline visible. AI bots can crawl M2L FROID, 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
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About M2L FROID
from our crawl and measurement
M2L FROID describes itself simply: "m2l froid spécialiste du froid commercial et industriel avec une expérience depuis plus de 20 ans dans le domaine (climatisation, pompe à chaleur et froid commercial) secteur manche." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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.
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 4.2/10, M2L FROID is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Qui sommes nous ?
M2L FROID est une entreprise spécialisée dans le domaine du froid et de la climatisation en France. Notre équipe expérimentée met tout en œuvre pour vous garantir un confort optimal, que ce soit pour votre domicile ou votre entreprise. Nous sommes fiers de notre expertise et de notre service client de qualité. Contactez-nous © 2025 - 2026 M2L FROID Propulsé par Webador
Is this your brand?
The exact fixes for M2L FROID
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 October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/m2lfroid-fr
Cite this score: Engagemii (2026). "AEO Score for M2L FROID." Retrieved from https://engagemii.com/aeo/brands/m2lfroid-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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