AI Visibility Scorecard
Kyle Roof
kyleroof.com · Education
Borderline visible. AI bots can crawl Kyle Roof, 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
#501,104 of 937,412 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Kyle Roof
from our crawl and measurement
"Kyle Roof is the man known for revealing the secret hidden in plain sight: Google’s algorithm is an algorithm (in other words, Math!). Learn about Kyle's work, projects and connect." That is how Kyle Roof SEO introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (Person, WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.6/10, Kyle Roof is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
for SEO Testing?
Yes, he does. In January 2020, Kyle was awarded US patent #10,540,263 B1 for his specific method of scientific SEO testing.
Is this your brand?
The exact fixes for Kyle Roof
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Kyle Roof.
Source & Attribution
Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kyleroof
Cite this score: Engagemii (2026). "AEO Score for Kyle Roof." Retrieved from https://engagemii.com/aeo/brands/kyleroof
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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