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AI Visibility Scorecard
MCJ Conseil
mcjconseil.com · Technology
Borderline visible. AI bots can crawl MCJ Conseil, 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
#2,057,227 of 2,641,190 in Technology for AI visibility
3.6
/10
AEO Score
About MCJ Conseil
from our crawl and measurement
MCJ Conseil is a business whose own site puts it this way: "Depuis 1997, MCJ Conseil développe et implante des solutions technologiques sur mesure pour faciliter la gestion de l’information dans les organisations." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.6/10, MCJ Conseil is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MCJ Conseil
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 MCJ Conseil.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcjconseil
Cite this score: Engagemii (2026). "AEO Score for MCJ Conseil." Retrieved from https://engagemii.com/aeo/brands/mcjconseil
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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