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AI Visibility Scorecard
LiberScript: Write, critique, design, and publish your book
liberscript.com · Technology
Borderline visible. AI bots can crawl LiberScript: Write, critique, design, and publish your book, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,189,325 of 2,828,978 in Technology for AI visibility
3.7
/10
AEO Score
About LiberScript: Write, critique, design, and publish your book
from our crawl and measurement
"LiberScript is the all-in-one studio for independent authors: a structured manuscript editor, editor-grade critique, professional print and ebook design, and one-click export...." That is how LiberScript: Write, critique, design, and publish your book introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.7/10, LiberScript: Write, critique, design, and publish your book is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LiberScript: Write, critique, design, and publish your book
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/liberscript
Cite this score: Engagemii (2026). "AEO Score for LiberScript: Write, critique, design, and publish your book." Retrieved from https://engagemii.com/aeo/brands/liberscript
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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