AI Visibility Scorecard
starsofcancer.com · Healthcare
At 2.37/10, Stars of Cancer is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Parallel
Top 25% in Healthcare for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Healthcare average 11
Top 19% of Healthcare
See what's behind this score →2.37
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Healthcare average 3. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Healthcare average 18
See what's behind this score →0
from our crawl and measurement
"We feel privileged that these rather shy and hugely talented people are allowing us such close access to their world, for the very first time." That is how Stars of Cancer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.37 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.37/10, Stars of Cancer is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
WHAT QUESTIONS WILL THE FILM ANSWER?
1. How much money is raised from Cancer Campaigns 5. Will cancer ever be eradicated 2. How many people are being treated worldwide 6. How many international scientists currently work in the UK 3. How many types of cancer there are 7. Why are drugs and medicines so expensive 4. Where does the Funding go 8. Are we turning the tide
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/starsofcancer
Cite this score: Engagemii (2026). "AEO Score for Stars of Cancer." Retrieved from https://engagemii.com/aeo/brands/starsofcancer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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