AI Visibility Scorecard
MSJ
msjfoundation.org · Nonprofits
Borderline visible. AI bots can crawl MSJ, 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 4 times
Claude · ShapBot · Perplexity
#332,972 of 827,666 in Nonprofits for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Nonprofits average 9
Top 37% of Nonprofits
See what's behind this score →4
-
35
Muse Index Score
iAI agent readiness
Basic · 35/100
Nonprofits average 14
See what's behind this score →0
0
About MSJ
from our crawl and measurement
MSJ is a business whose own site puts it this way: "The Michael S. Jacobs Foundation. The foundation was created to honor the memory of our friend and partner who’s life was cut short on July 22, 2004." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage.
Away from its own site, other 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. Those are earned elsewhere on the web, not fixed on the site itself.
- Company ·
- MSJ
- Website ·
- msjfoundation.org
- Industry ·
- Nonprofits
- Location ·
- Englewood, Colorado
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, MSJ is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MSJ
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/msjfoundation-org
Cite this score: Engagemii (2026). "AEO Score for MSJ." Retrieved from https://engagemii.com/aeo/brands/msjfoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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