AI Visibility Scorecard
Lean construction Academy
leanconstructionacademy.com · Education
Borderline visible. AI bots can crawl Lean construction Academy, 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
#724,108 of 936,248 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Lean construction Academy
from our crawl and measurement
Le Lean management adapté à la construction describes itself simply: "La Lean Construction Academy est le fruit d'une collaboration entre trois acteurs majeurs du Lean et du digital: 7-Shapes, Imma Construction et CFA BTP Nouvelle-Aquitaine, unis par un même." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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 3.9/10, Lean construction Academy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
besoind’informations ou de conseils ?
Nos experts de la Lean Construction Academy sont à votre disposition pour répondre à toutes vos questions. Ils vous conseillent sur nos différentes options de formation afin de vous proposer la solution la plus adaptée à vos besoins et objectifs en Lean Management.
Is this your brand?
The exact fixes for Lean construction Academy
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 Lean construction Academy.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leanconstructionacademy
Cite this score: Engagemii (2026). "AEO Score for Lean construction Academy." Retrieved from https://engagemii.com/aeo/brands/leanconstructionacademy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform