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AI Visibility Scorecard
Munro College Old Boys Association
mcobajm.org · Education
Somewhat visible. AI bots can read Munro College Old Boys Association, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Apple Intelligence
#114,824 of 891,073 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Munro College Old Boys Association
from our crawl and measurement
Munro College Old Boys Association is a business whose own site puts it this way: "Your membership dollars also help to support valuable programs such scholarships, student assistance programs, alumni magazine, alumni email, regional events, alumni job board and alumni." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
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 Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.9/10, Munro College Old Boys Association has a working base to build on - fixable, and the signals above are where to start.
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcobajm-org
Cite this score: Engagemii (2026). "AEO Score for Munro College Old Boys Association." Retrieved from https://engagemii.com/aeo/brands/mcobajm-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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