AI Visibility Scorecard
European Society For Medical Oncology
esmo.org · Healthcare
Somewhat visible. AI bots can read European Society For Medical Oncology, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude
#2,129 of 924,420 in Healthcare for AI visibility
80
6
AEO Visibility
iBorderline · 5.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About European Society For Medical Oncology
from our crawl and measurement
European Society For Medical Oncology, based in Lugano, describes itself simply: "ESMO is a Swiss-registered not-for-profit organisation." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Fair
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, European Society For Medical Oncology has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on October 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/esmo-org
Cite this score: Engagemii (2026). "AEO Score for European Society For Medical Oncology." Retrieved from https://engagemii.com/aeo/brands/esmo-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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