AI Visibility Scorecard
msf.lu · Nonprofits
At 3.32/10, Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
Top 1% in Nonprofits for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Nonprofits average 9
Top 2% of Nonprofits
See what's behind this score →3.32
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg describes itself simply: "Soutenez MSF Luxembourg en faisant un don ou en vous engageant pour l'aide humanitaire. Notre mission : être sur le terrain pour soigner les victimes des guerres, catastrophes.." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.32 out of 10.
Under the hood there is structured data on the page (WebPage) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.32/10, Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Qui sommes-nous ?
Que faisons-nous ?ActualitésTchadToutes les actualités30/07/2026Tchad : À Metché, quand l'accès à l'eau devient une question de dignité A Metché, à l’est du Tchad, le jour se lève sur le camp de réfugiés soudanais où le silence n’est jamais vraiment calme. Il est habité par l’attente.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/msf-lu
Cite this score: Engagemii (2026). "AEO Score for Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg." Retrieved from https://engagemii.com/aeo/brands/msf-lu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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