AI Visibility Scorecard
MDI Concept
mdi-concept.com · Legal
Borderline visible. AI bots can crawl MDI Concept, 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
#339,034 of 388,863 in Legal for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Legal average 8
Top 76% of Legal
See what's behind this score →4
-
Network Authority
iNot connected yet
Legal average 0.0
0 relationships · Legal average 2
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Legal average 17
See what's behind this score →0
About MDI Concept
from our crawl and measurement
MDI Concept is a business whose own site puts it this way: "Au fil de l’évolution de ma carrière et des rôles que j’ai occupés, j’ai ressenti le besoin de me rapprocher du cœur du processus de création et de conception." 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 (BreadcrumbList, Organization, WebPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- MDI Concept
- Website ·
- mdi-concept.com
- Industry ·
- Legal
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Sep 4, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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.
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 read your site and name it in answers. At 3.5/10, MDI Concept is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MDI Concept
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on September 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdi-concept
Cite this score: Engagemii (2026). "AEO Score for MDI Concept." Retrieved from https://engagemii.com/aeo/brands/mdi-concept
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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