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AI Visibility Scorecard
From the disheveled desk of Nathan Bak
nathanbak.com · Technology
Borderline visible. AI bots can crawl From the disheveled desk of Nathan Bak, 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
#1,911,789 of 2,635,689 in Technology for AI visibility
3.9
/10
AEO Score
About From the disheveled desk of Nathan Bak
from our crawl and measurement
From the disheveled desk of Nathan Bak Content may or may not also be disheveled describes itself simply: "I completed 52 books in 2025 (see table below for the titles the dates I finished reading each book) which works out to a book per week." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found a readable heading structure. It 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
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 3.9/10, From the disheveled desk of Nathan Bak is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for From the disheveled desk of Nathan Bak
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nathanbak
Cite this score: Engagemii (2026). "AEO Score for From the disheveled desk of Nathan Bak." Retrieved from https://engagemii.com/aeo/brands/nathanbak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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