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AI Visibility Scorecard
UKnowledge
uknowledge.uky.edu · research
Well-positioned for AI search. The breakdown below shows where UKnowledge is still leaving points on the table.
AI engines read this profile 1 times
Claude
#4,749 of 824,652 in Education for AI visibility
7.2
/10
AEO Score
About UKnowledge
from uknowledge.uky.edu
<p>UKnowledge is a digital collection of unique scholarship created by University of Kentucky faculty, staff, students, departments, research centers, and administration. As a strategic initiative launched by UK Libraries to support multidisciplinary collaboration, UKnowledge is managed by specialists and sustained by dedicated funding. It captures, stores, organizes, and provides open and stable worldwide access to UK’s intellectual capital, and also facilitates reuse of deposited materials to the extent warranted by copyright law or by the licensing terms of the concerned materials. Members of UK’s academic community are encouraged to contribute their scholarship to UKnowledge.</p>
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
8
Press and news coverage.
Community
8
Forum and community discussion.
8
Reddit mentions and discussion.
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 7.2/10, UKnowledge has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for UKnowledge
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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 May 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uknowledge-uky-edu
Cite this score: Engagemii (2026). "AEO Score for UKnowledge." Retrieved from https://engagemii.com/aeo/brands/uknowledge-uky-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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