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AI Visibility Scorecard
Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg
msf.lu · Nonprofits
Borderline visible. AI bots can crawl Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg, 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
#323,875 of 629,095 in Nonprofits for AI visibility
4.8
/10
AEO Score
About Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg
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 4.8 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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, Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Association d'aide médicale humanitaire — Médecins Sans Frontières Luxembourg
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 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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