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AI Visibility Scorecard
Médecins Sans Frontières (MSF) International
msf.org · Nonprofits
Somewhat visible. AI bots can read Médecins Sans Frontières (MSF) International, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#3,489 of 738,751 in Nonprofits for AI visibility
6.8
/10
AEO Score
About Médecins Sans Frontières (MSF) International
from our crawl and measurement
Médecins Sans Frontières (MSF) International is a Geneva business whose own site puts it this way: "MSF is an international, independent organisation. We provide medical assistance to people affected by conflict, epidemics, disasters, or exclusion from healthcare." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
7
Forum and community discussion.
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 6.8/10, Médecins Sans Frontières (MSF) International has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Médecins Sans Frontières (MSF) International
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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/msf-org
Cite this score: Engagemii (2026). "AEO Score for Médecins Sans Frontières (MSF) International." Retrieved from https://engagemii.com/aeo/brands/msf-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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