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AI Visibility Scorecard
Thomas R. Brown Foundations
brownfoundations.com · Nonprofits
Borderline visible. AI bots can crawl Thomas R. Brown Foundations, 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
#379,347 of 648,903 in Nonprofits for AI visibility
4.6
/10
AEO Score
About Thomas R. Brown Foundations
from our crawl and measurement
"<p>The Thomas R. Brown Foundations have a mission to build a community of engaged, well-educated people and opportunities for quality employment for all. </p>." That is how Thomas R. Brown Foundations introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
The page falls short on structured data describing the business, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
There is not much on the page to read either, about 58 words. The business dates to 1998.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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
9
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
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 4.6/10, Thomas R. Brown Foundations is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Thomas R. Brown Foundations
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brownfoundations
Cite this score: Engagemii (2026). "AEO Score for Thomas R. Brown Foundations." Retrieved from https://engagemii.com/aeo/brands/brownfoundations
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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