#713,082 OF 926,928 IN EDUCATION
SCORE HISTORY BEGINS 2026-09-17
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AI Visibility Scorecard
Carolyn Freyer-Jones
cfjcoaching.com · Education
Borderline visible. AI bots can crawl Carolyn Freyer-Jones, 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
#713,082 of 926,928 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Carolyn Freyer-Jones
from our crawl and measurement
Information & Enrollment2 Carolyn Freyer-Jones is a business whose own site puts it this way: "Join coaches at every stage who are building practices they're proud of Email Address YES, Send me the strategies Thank you!." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
Our crawl found structured data on the page (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
9
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
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 3.7/10, Carolyn Freyer-Jones is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Carolyn Freyer-Jones
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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 September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cfjcoaching
Cite this score: Engagemii (2026). "AEO Score for Carolyn Freyer-Jones." Retrieved from https://engagemii.com/aeo/brands/cfjcoaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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