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AI Visibility Scorecard
ROBERT MCINNES
robert-mcinnes.com · Education
At 3/10, ROBERT MCINNES 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
#816,258 of 891,740 in Education for AI visibility
3
/10
AEO Score
About ROBERT MCINNES
from our crawl and measurement
ROBERT MCINNES describes itself simply: "Visit My YouTube Channel Robert McInnes Book TAMASHI (The Spirit)only 100 printed limited editionsall other sale by way of EBook Robert McInnes believe our Spirit or Soul develops as we." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and 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
6
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
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 3/10, ROBERT MCINNES is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ROBERT MCINNES
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/robert-mcinnes
Cite this score: Engagemii (2026). "AEO Score for ROBERT MCINNES." Retrieved from https://engagemii.com/aeo/brands/robert-mcinnes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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