AI Visibility Scorecard
Friends of Cancer Research
focr.org · Healthcare
Somewhat visible. AI bots can read Friends of Cancer Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · ShapBot
#7,963 of 924,008 in Healthcare for AI visibility
45
AI Naming Predictability
iNamed sometimes · 45/100
More likely to be named than 99% of Healthcare companies
5
AEO Visibility
iBorderline · 5.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Friends of Cancer Research
from our crawl and measurement
"Friends of Cancer Research powers advances in science and policy that speed life-saving treatments to patients." That is how Friends of Cancer Research of Washington, DC introduces itself. Its AI visibility score is 5.2 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 (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 5.2/10, Friends of Cancer Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Friends of Cancer Research
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/focr-org
Cite this score: Engagemii (2026). "AEO Score for Friends of Cancer Research." Retrieved from https://engagemii.com/aeo/brands/focr-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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