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AI Visibility Scorecard
lib20 / FrontPage
lib20.pbwiki.com · Education
Somewhat visible. AI bots can read lib20 / FrontPage, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#52,190 of 876,920 in Education for AI visibility
6.4
/10
AEO Score
About lib20 / FrontPage
from lib20.pbwiki.com
Resources for library and school technology workshops. Features sessions on WordPress in Libraries, Online Outreach, Google Tools and much more.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
7
Forum and community discussion.
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 6.4/10, lib20 / FrontPage has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for lib20 / FrontPage
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lib20-pbwiki
Cite this score: Engagemii (2026). "AEO Score for lib20 / FrontPage." Retrieved from https://engagemii.com/aeo/brands/lib20-pbwiki
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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