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AI Visibility Scorecard
John C. Mahon Foundation
johncmahonfoundation.com · Nonprofits
Borderline visible. AI bots can crawl John C. Mahon 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
#665,418 of 750,773 in Nonprofits for AI visibility
3.1
/10
AEO Score
About John C. Mahon Foundation
from our crawl and measurement
"He was a caring father, a loyal friend, and someone who made the people around him feel loved and welcomed.He loved his family deeply and created many happy memories." That is how John C. Mahon Foundation introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 3.1/10, John C. Mahon Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John C. Mahon Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johncmahonfoundation
Cite this score: Engagemii (2026). "AEO Score for John C. Mahon Foundation." Retrieved from https://engagemii.com/aeo/brands/johncmahonfoundation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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