AI Visibility Scorecard
John Fraser | EOS Implementer | EOS Worldwide
johncfraser.com · Media & Entertainment
Somewhat visible. AI bots can read John Fraser | EOS Implementer | EOS Worldwide, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#353,077 of 1,965,647 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About John Fraser | EOS Implementer | EOS Worldwide
from our crawl and measurement
"I help entrepreneurs and leaders grow their businesses doing less of the things they dislike." That is how John Fraser introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ProfilePage, ImageObject) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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 5.4/10, John Fraser | EOS Implementer | EOS Worldwide has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Fraser | EOS Implementer | EOS Worldwide
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Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johncfraser
Cite this score: Engagemii (2026). "AEO Score for John Fraser | EOS Implementer | EOS Worldwide." Retrieved from https://engagemii.com/aeo/brands/johncfraser
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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