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AI Visibility Scorecard
Kate's Book
katesbook.com · Food & Beverage
At 2.3/10, Kate's Book 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
#1,333,501 of 1,418,040 in Food & Beverage for AI visibility
2.3
/10
AEO Score
About Kate's Book
from our crawl and measurement
Kate's Book describes itself simply: "Not Built for You: Artificial Intelligence, Concentrated Power, and the Fight for What Money Cannot Buy. American law was built to see one kind of harm, the kind that shows up...." As far as answer engines are concerned it may as well not exist yet: 2.3 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 2.3/10, Kate's Book is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kate's Book
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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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/katesbook
Cite this score: Engagemii (2026). "AEO Score for Kate's Book." Retrieved from https://engagemii.com/aeo/brands/katesbook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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