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AI Visibility Scorecard
Chapel Hill Breast Cancer Foundation
chbcf.com · Nonprofits
Borderline visible. AI bots can crawl Chapel Hill Breast Cancer Foundation, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#480,655 of 761,308 in Nonprofits for AI visibility
4.3
/10
AEO Score
About Chapel Hill Breast Cancer Foundation
from our crawl and measurement
"The Chapel Hill Breast Cancer Foundation (CHBF) is a 501(c)(3) nonprofit organization with the singular mission of supporting discovery phase research projects at Duke, UNC and Wake Forest." That is how Chapel Hill Breast Cancer Foundation introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.3/10, Chapel Hill Breast Cancer Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Chapel Hill Breast Cancer Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Chapel Hill Breast Cancer Foundation.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/chbcf
Cite this score: Engagemii (2026). "AEO Score for Chapel Hill Breast Cancer Foundation." Retrieved from https://engagemii.com/aeo/brands/chbcf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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