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AI Visibility Scorecard
Tiny Books by Christopher Murphy
tinybooks.org · Education
Borderline visible. AI bots can crawl Tiny Books by Christopher Murphy, 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
#491,566 of 918,668 in Education for AI visibility
4.7
/10
AEO Score
About Tiny Books by Christopher Murphy
from tinybooks.org
Tiny Books Menu Tiny Books Books The Journal Speaking Biography Newsletter Tiny Books by Christopher Murphy Short, sharp books for creative entrepreneurs that explore the design of business and the business of design.
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
4
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
2
Forum and community discussion.
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 4.7/10, Tiny Books by Christopher Murphy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Tiny Books by Christopher Murphy
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tinybooks-org
Cite this score: Engagemii (2026). "AEO Score for Tiny Books by Christopher Murphy." Retrieved from https://engagemii.com/aeo/brands/tinybooks-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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