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AI Visibility Scorecard
Ecformation Pro
ecformationpro.com · Technology
Borderline visible. AI bots can crawl Ecformation Pro, 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 3 times
Claude · Apple Intelligence
#1,360,912 of 2,641,196 in Technology for AI visibility
4.6
/10
AEO Score
About Ecformation Pro
from our crawl and measurement
"Ecformation pro, formateur spécialisé pour les autorisations de conduite. Organisme certifié Qualiopi pour les formations professionnelles dans les domaines de la logistique, le levage." That is how Ecformation Pro of Saint-Macaire-du-Bois, PDL introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 4.6/10, Ecformation Pro is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ecformation Pro
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 Ecformation Pro.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ecformationpro
Cite this score: Engagemii (2026). "AEO Score for Ecformation Pro." Retrieved from https://engagemii.com/aeo/brands/ecformationpro
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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