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AI Visibility Scorecard

National Breast Cancer Foundation

National Breast Cancer Foundation

Unclaimed

guysforgood.com · Nonprofits

Borderline visible. AI bots can crawl National 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#420,179 of 747,853 in Nonprofits for AI visibility

4.5

/10

AEO Score

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About National Breast Cancer Foundation

from our crawl and measurement

"An initiative of NBCF, Guys for Good is a group of like-minded men who strive to support women facing breast cancer." That is how Guys for Good introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

Our crawl found structured data on the page (SiteNavigationElement, BreadcrumbList, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Nonprofits
Last scored · Aug 12, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.5/10, National Breast Cancer Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for National Breast Cancer Foundation

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Source & Attribution

Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/guysforgood

Cite this score: Engagemii (2026). "AEO Score for National Breast Cancer Foundation." Retrieved from https://engagemii.com/aeo/brands/guysforgood

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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