AI Visibility Scorecard
mcbtroy.com · Education
Borderline visible. AI bots can crawl Oozle Website 23, 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
#500,438 of 936,544 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Beauty School in Troy, MI is a business whose own site puts it this way: "Discover Michigan College of Beauty, Troy's top beauty school offering comprehensive programs in cosmetology, esthetics, and nail technology." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
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 4.6/10, Oozle Website 23 is crawlable but under-signaled - fixable, and the signals above are where to start.
What’s in Your Future?
At Michigan College of Beauty, we’re here to help you turn your passion for beauty into a thriving future. With programs in cosmetology, esthetics, and manicuring, we offer a quality education designed to prepare you for success. Our progressive curriculum, experienced instructors and hands on training can provide the skills and knowledge you need to excel.
Is this your brand?
The exact fixes for Oozle Website 23
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcbtroy
Cite this score: Engagemii (2026). "AEO Score for Oozle Website 23." Retrieved from https://engagemii.com/aeo/brands/mcbtroy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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