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AI Visibility Scorecard
Geshe Michael Roach
www.geshemichaelroach.com · Media & Entertainment
Somewhat visible. AI bots can read Geshe Michael Roach, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#664,541 of 1,898,355 in Media & Entertainment for AI visibility
5.1
/10
AEO Score
About Geshe Michael Roach
from our crawl and measurement
Geshe Michael Roach is a business whose own site puts it this way: "Almost There... SOMETHING COOL IS HAPPENING BACKSTAGE Geshe Michael Roach best-selling Author The Diamond Cutter: Buddha on Strategies For Managing Yo." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Person) 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
10
Recognized in AI knowledge graphs.
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 5.1/10, Geshe Michael Roach has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Geshe Michael Roach
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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-geshemichaelroach
Cite this score: Engagemii (2026). "AEO Score for Geshe Michael Roach." Retrieved from https://engagemii.com/aeo/brands/www-geshemichaelroach
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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