AI Visibility Scorecard
Frank Jones MSC
fjmsc.com · Education
Borderline visible. AI bots can crawl Frank Jones MSC, 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
Meta AI · Claude · ShapBot
#358,074 of 937,510 in Education for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 44% of Education companies
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Frank Jones MSC
from our crawl and measurement
"The Frank Jones Memorial Scholarship Commission (FJMS) elevates futures with scholarships for high school seniors through a two (2) or four (4) year accredited institution of higher." That is how Frank Jones MSC of SE Atlanta, GA introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, Frank Jones MSC is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Frank Jones MSC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fjmsc
Cite this score: Engagemii (2026). "AEO Score for Frank Jones MSC." Retrieved from https://engagemii.com/aeo/brands/fjmsc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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