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AI Visibility Scorecard
people.uncw.edu · Education
Somewhat visible. AI bots can read UNCW Faculty and Staff Web Pages, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#15,962 of 891,767 in Education for AI visibility
6.9
/10
AEO Score
from our crawl and measurement
UNCW Faculty and Staff Web Pages describes itself simply: "People Server at UNCW UNCW Faculty and Staff Web Pages Locating Web Pages You will need to know the full web address to access Faculty and Staff pages in this area." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.9 out of 10, readable in places and missing in others.
On the page it is passable on a partly stated business identity. What holds it back is a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). There is not much on the page to read either, about 117 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
7
Forum and community discussion.
7
Reddit mentions and discussion.
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 6.9/10, UNCW Faculty and Staff Web Pages has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for UNCW Faculty and Staff Web Pages
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/people-uncw-edu
Cite this score: Engagemii (2026). "AEO Score for UNCW Faculty and Staff Web Pages." Retrieved from https://engagemii.com/aeo/brands/people-uncw-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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