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AI Visibility Scorecard
umdbands.com · Education
Somewhat visible. AI bots can read Marching Band Recruitment, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#133,261 of 876,465 in Education for AI visibility
5.8
/10
AEO Score
from our crawl and measurement
"Click here!Welcome!Whether you are a current Terp, future Terp, or alumni Terp, this is where you can find all the information you need about University of Maryland Bands!." That is how Marching Band Recruitment of COLLEGE PARK, MD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, ImageObject) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
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.
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 5.8/10, Marching Band Recruitment has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marching Band Recruitment
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/umdbands
Cite this score: Engagemii (2026). "AEO Score for Marching Band Recruitment." Retrieved from https://engagemii.com/aeo/brands/umdbands
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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