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AI Visibility Scorecard
User Guide to Reality
userguidetoreality.com · Technology
Borderline visible. AI bots can crawl User Guide to Reality, 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
#2,034,658 of 2,628,368 in Technology for AI visibility
3.6
/10
AEO Score
About User Guide to Reality
from our crawl and measurement
User Guide to Reality describes itself simply: "Feeling like the world is broken or confusing? This guide helps you diagnose the problem, find meaning, and reboot your 'operating system' based on Dr. Iain McGilchrist's work." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
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
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 3.6/10, User Guide to Reality is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for User Guide to Reality
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/userguidetoreality
Cite this score: Engagemii (2026). "AEO Score for User Guide to Reality." Retrieved from https://engagemii.com/aeo/brands/userguidetoreality
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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