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AI Visibility Scorecard
Free and Open Content TextBooks
grozovsky.com · Nonprofits
At 3/10, Free and Open Content TextBooks is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#647,968 of 714,946 in Nonprofits for AI visibility
3
/10
AEO Score
About Free and Open Content TextBooks
from our crawl and measurement
Free and Open Content TextBooks describes itself simply: "Over 1,000,000 Potto Project books downloaded Potto Home Donate About Potto Potto's system administration is managed by Jay F." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
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
5
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3/10, Free and Open Content TextBooks is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Free and Open Content TextBooks
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grozovsky
Cite this score: Engagemii (2026). "AEO Score for Free and Open Content TextBooks." Retrieved from https://engagemii.com/aeo/brands/grozovsky
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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