AI Visibility Scorecard
Langaj
Borderline visible. AI bots can crawl Langaj, 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
<1
AI Naming Predictability
iRarely named · <1/100
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Langaj
from our crawl and measurement
LANGAJ is a business whose own site puts it this way: "Formations professionnelles et linguistiques sur mesure, actualites et conseils pour accompagner les pros et les entreprises au quotidien." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, Person, WebSite), 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
Fair
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
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 4/10, Langaj is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Stricted : définition, prononciation et différence avec strict ?
En bref : Le mot stricted est une forme erronée non reconnue par le Cambridge Dictionary et souvent confondue avec restricted. Il n’existe aucun emploi officiel ni transcription phonétique standard, ce qui le classe parmi les erreurs typographiques courantes. Sa confusion principalement porte sur l’orthographe et la prononciation, impactant la compréhension du sens réel. Peu 7 octobre 2026
Askew Askew : Pourquoi Google fait-il pencher l’écran ?
L’info clé : L’inclinaison subtile de la page de résultats Google par l’easter egg nommé Google Tilt repose sur une propriété CSS simple. Cette fonctionnalité cachée active une rotation légère, visible depuis plus de 10 ans sur desktop et mobiles.
D’affilé ou d’affilée : Quelle orthographe et accord choisir ?
Tour d’horizon : La locution adverbiale d’affilée est connue pour être invariable en genre et en nombre, ce qui est confirmé par des sources officielles comme l’Académie française. Ce terme exprime une idée de succession sans interruption, témoignant d’une fonction adverbiale spécifique dans la langue française. Son usage correct évite fréquemment une erreur orthographique récurrente 28 août 2026
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The exact fixes for Langaj
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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.
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Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/langaj-fr
Cite this score: Engagemii (2026). "AEO Score for Langaj." Retrieved from https://engagemii.com/aeo/brands/langaj-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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