AI Visibility Scorecard
Fulton-Montgomery Community College
fmcc.edu · Education
Somewhat visible. AI bots can read Fulton-Montgomery Community College, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 21 times
Claude · Perplexity · Meta AI · ShapBot
#14,389 of 937,753 in Education for AI visibility
82
AI Naming Predictability
iNamed sometimes · 82/100
Education average 14
Top 1% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →20
0
About Fulton-Montgomery Community College
from our crawl and measurement
Fulton-Montgomery Community College works in Education, based in Johnstown, NY. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 19 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
- Company ·
- Fulton-Montgomery Community College
- Website ·
- fmcc.edu
- Industry ·
- Education
- Location ·
- Johnstown, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 5.2/10, Fulton-Montgomery Community College has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fulton-Montgomery Community College
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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 November 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fmcc-edu
Cite this score: Engagemii (2026). "AEO Score for Fulton-Montgomery Community College." Retrieved from https://engagemii.com/aeo/brands/fmcc-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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