AI Visibility Scorecard
CMD
groupecmd.com · Automotive
Borderline visible. AI bots can crawl CMD, 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 1 times
Claude
#329,207 of 365,668 in Automotive for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About CMD
from our crawl and measurement
CMD is a business whose own site puts it this way: "CMD est une entreprise spécialiséedans la livraison et l'étalementassisté par convoyeurs télécommandésde pierre, de sable et de terre." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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 3.2/10, CMD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Comment se préparer ?
Dans le cas peu probable où une petite roche sortait de son champs d’expédition, nous vous recommandons d’éloigner du lieu de travail tous biens et meubles de jardin qui risqueraient d’être abîmés. Concernant vos portes de garages, il est recommandé de l’ouvrir ou de la protéger avec une planche de contre plaqué. Lors des travaux tous les enfants devraient être sous la surveillance d’un adulte.
Is this your brand?
The exact fixes for CMD
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CMD.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/groupecmd
Cite this score: Engagemii (2026). "AEO Score for CMD." Retrieved from https://engagemii.com/aeo/brands/groupecmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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