AI Visibility Scorecard
LeCode Formation
le-code.dev · Education
Borderline visible. AI bots can crawl LeCode Formation, 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 2 times
Claude · Meta AI
#423,929 of 936,542 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
2
AI Adoption
iBasic · 2/100
About LeCode Formation
from our crawl and measurement
LeCode Formation, based in France, describes itself simply: "Formation professionnelle en développement web, cloud computing, cybersécurité, data science et IA. Certifié Qualiopi." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.
On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.8/10, LeCode Formation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Une question ou un projet de formation ?
Contactez-nous Le Code propose des outils et ressources regroupés au sein de programmes structurés, afin de faciliter l'apprentissage de chacun. Parcours, exercices pratiques et contenus pédagogiques aident à développer des compétences concrètes. Le CodeLes formationsLes financementsMentions légalesConfidentialitéCertification QualiopiConditions Générales de VenteRéglement intérieurRestez à l'affut de notre actu !
Is this your brand?
The exact fixes for LeCode Formation
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/le-code-dev
Cite this score: Engagemii (2026). "AEO Score for LeCode Formation." Retrieved from https://engagemii.com/aeo/brands/le-code-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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