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AI Visibility Scorecard
Médecins Sans Frontières (MSF) International
exodus.msf.org · Healthcare
Well-positioned for AI search. The breakdown below shows where Médecins Sans Frontières (MSF) International is still leaving points on the table.
AI engines read this profile 4 times
ChatGPT · Claude
#492 of 724,796 in Healthcare for AI visibility
7.6
/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: "Médecins Sans Frontières (MSF) is an international, independent, medical humanitarian organisation." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.6 out of 10.
On the page itself the strengths are clear: a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together.
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
6
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
10
Inbound links from other sites.
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.
8
Reddit mentions and discussion.
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 7.6/10, 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
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/exodus-msf-org
Cite this score: Engagemii (2026). "AEO Score for Médecins Sans Frontières (MSF) International." Retrieved from https://engagemii.com/aeo/brands/exodus-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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