AI Visibility Scorecard
mini-thon.com · Healthcare
Somewhat visible. AI bots can read Four Diamonds, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#188,896 of 923,557 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Four Diamonds is a Hershey, PA business whose own site puts it this way: "Join Four Diamonds to conquer childhood cancer. We cover 100% of out-of-pocket medical bills for our families. Partner with THON & donate today!." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, Four Diamonds has a working base to build on - fixable, and the signals above are where to start.
Who Is Four Diamonds?
In 1972, Four Diamonds was founded with the goal of supporting children and their families in the fight against childhood cancer. With a focus on care, support and research, we’ve created a diverse program that’s helped over 5,500 childhood cancer patients and their families over the years. We ensure every child has access to superior medical care and comprehensive support to conquer cancer.
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mini-thon
Cite this score: Engagemii (2026). "AEO Score for Four Diamonds." Retrieved from https://engagemii.com/aeo/brands/mini-thon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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