AI Visibility Scorecard
Lumya
hellolumya.com · Technology
Borderline visible. AI bots can crawl Lumya, 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 13 times
Meta AI · Claude · ShapBot · Perplexity
#1,299,541 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Lumya
from our crawl and measurement
Lumya is a Sens business whose own site puts it this way: "Première partenaire Qualiopi en France sur WhatsApp. Accompagne les organismes de formation dans leur conformité au référentiel RNQ 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, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 13 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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 4/10, Lumya is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Tu veux savoir où tu en es vraiment ?
Trois minutes pour voir clair, sans personne pour te juger. Le pré-diagnostic Lumya : 9 questions, un indice sur 100, tes 3 zones à regarder de plus près, et un plan d'action personnalisé envoyé par email. Gratuit, anonyme, sans CB. Faire mon pré-diagnostic 3 minutes · 100 % gratuit · sans CB · anonyme La solution
Et si quelqu'unprenait ça en charge ?
Lumya, c'est ta partenaire installée chez toi. Tu lui parles sur WhatsApp, comme à une consœur. Elle connaît le référentiel RNQ V9 par cœur, elle a accès à ta documentation. Pas un chatbot. Un membre de ton équipe. Le genre de présence qui te sort la conformité de la tête. Pré-diagnostic Audit en continu de ta conformité sur les 32 indicateurs. Tu sais où tu en es. Tout le temps.
Prête à ne plus porterQualiopi toute seule ?
Écris à Lumya tout de suite sur WhatsApp. Réponse en moins d'1 minute. Tu poses ta charge, tu vois en live si c'est fait pour ton OF. Sans CB, sans engagement.
Is this your brand?
The exact fixes for Lumya
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Lumya.
Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hellolumya
Cite this score: Engagemii (2026). "AEO Score for Lumya." Retrieved from https://engagemii.com/aeo/brands/hellolumya
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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