AI Visibility Scorecard
Maryland Association of Boards of Education
mabe.org · Education
Somewhat visible. AI bots can read Maryland Association of Boards of Education, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#51,573 of 936,542 in Education for AI visibility
6
AEO Visibility
iVisible · 6.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
4
AI Adoption
iBasic · 4/100
About Maryland Association of Boards of Education
from our crawl and measurement
"MABE proudly serves all 24 boards of education in Maryland. We provide advocacy, professional development, and professional services to our members." That is how MABE of Annapolis, MD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap. What holds it back is what is absent, including an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.2/10, Maryland Association of Boards of Education has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Maryland Association of Boards of Education
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/mabe-org
Cite this score: Engagemii (2026). "AEO Score for Maryland Association of Boards of Education." Retrieved from https://engagemii.com/aeo/brands/mabe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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