AI Visibility Scorecard
Manifeste du Management
le-management.com · Education
Borderline visible. AI bots can crawl Manifeste du Management, 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
#842,251 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About Manifeste du Management
from our crawl and measurement
Manifeste du Management is a Deauville, Normandie business whose own site puts it this way: "Organisme de formation en intelligence collective et en facilitation, certifié Qualiopi. Branche formation du cabinet Insuffle." 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 (EducationalOrganization, Organization, Person), an llms.txt file for AI models 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
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
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 3.5/10, Manifeste du Management is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Faire bouger votre management ?
Un comité de direction qui ne décide plus, des managers épuisés, une équipe qui décroche. Trente minutes pour poser votre situation, sans pitch. Si ce n'est pas pour nous, nous vous le disons.
Is this your brand?
The exact fixes for Manifeste du Management
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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 Manifeste du Management.
Source & Attribution
Scored by Engagemii on October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/le-management
Cite this score: Engagemii (2026). "AEO Score for Manifeste du Management." Retrieved from https://engagemii.com/aeo/brands/le-management
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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