#408,184 OF 932,312 IN EDUCATION
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AI Visibility Scorecard
coolshittoolkit.com · Education
Borderline visible. AI bots can crawl Roger Ray Bird, 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.
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In the Engagemii AEO index
#408,184 of 932,312 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"My website is stuffed with tools, videos, and lessons to help you live a better life. We all struggle, some more than others, and I have found some solutions that really work." That is how Roger Ray Bird introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 4.9/10, Roger Ray Bird is crawlable but under-signaled - fixable, and the signals above are where to start.
How To Get Started?
No. 1 Read My addiction book. Read My memoir book.No. 2Watch as many of My videos as you have time for.
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The exact fixes for Roger Ray Bird
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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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Scored by Engagemii on September 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coolshittoolkit
Cite this score: Engagemii (2026). "AEO Score for Roger Ray Bird." Retrieved from https://engagemii.com/aeo/brands/coolshittoolkit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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