#732,414 OF 922,632 IN EDUCATION
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
bguerrien
bernardguerrien.com · Education
Borderline visible. AI bots can crawl bguerrien, 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
#732,414 of 922,632 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About bguerrien
from our crawl and measurement
Economie Critique is a business whose own site puts it this way: "Auteur d'ouvrages critiques sur la théorie néoclassique et la théorie des jeux, Bernard Guerrien a enseigné pendant 35 ans à l'université Paris 1." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
0
Little domain authority yet.
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, bguerrien is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for bguerrien
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bernardguerrien
Cite this score: Engagemii (2026). "AEO Score for bguerrien." Retrieved from https://engagemii.com/aeo/brands/bernardguerrien
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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