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AI Visibility Scorecard
University of North Florida Digital Pressbooks
unf.pressbooks.pub · Media & Entertainment
Somewhat visible. AI bots can read University of North Florida Digital Pressbooks, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#10,120 of 1,814,948 in Media & Entertainment for AI visibility
7
/10
AEO Score
About University of North Florida Digital Pressbooks
from our crawl and measurement
University of North Florida Digital Pressbooks describes itself simply: "Pressbooks training webinars cover everything you need to know to create beautiful educational content, including creating your first book, importing content, uploading media, applying a." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, 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 once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
5
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
6
Press and news coverage.
Community
6
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 7/10, University of North Florida Digital Pressbooks has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for University of North Florida Digital Pressbooks
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/unf-pressbooks-pub
Cite this score: Engagemii (2026). "AEO Score for University of North Florida Digital Pressbooks." Retrieved from https://engagemii.com/aeo/brands/unf-pressbooks-pub
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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