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AI Visibility Scorecard
Liquid Cat Books
www.liquidcatbooks.com · Education
Somewhat visible. AI bots can read Liquid Cat Books, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#244,877 of 904,067 in Education for AI visibility
5.4
/10
AEO Score
About Liquid Cat Books
from our crawl and measurement
"At Liquid Cat Publishing, we believe every author has a voice, and every voice deserves to be heard. Check out our selection of high quality, interesting, and entertaining...." That is how Liquid Cat Books of Seal Beach, CA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Trust
2
Established authority for your domain.
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 5.4/10, Liquid Cat Books has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liquid Cat Books
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Liquid Cat Books.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-liquidcatbooks
Cite this score: Engagemii (2026). "AEO Score for Liquid Cat Books." Retrieved from https://engagemii.com/aeo/brands/www-liquidcatbooks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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