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AI Visibility Scorecard
University Health
tmchealthsciencesdistrict.org · Healthcare
Somewhat visible. AI bots can read University Health, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI · ChatGPT
#144,884 of 864,191 in Healthcare for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
35
AI Adoption
iActive · 35/100
About University Health
from our crawl and measurement
University Health is a Kansas City, MO business whose own site puts it this way: "Welcome to University Health hospital (formerly Truman Medical Center), serving the Kansas City area for more than 100 years." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (MedicalOrganization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
1
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 5.6/10, University Health 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
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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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tmchealthsciencesdistrict-org
Cite this score: Engagemii (2026). "AEO Score for University Health." Retrieved from https://engagemii.com/aeo/brands/tmchealthsciencesdistrict-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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