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AI Visibility Scorecard
christopherperrin.substack.com · Education
Somewhat visible. AI bots can read Renewing Classical Education, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#26,605 of 826,204 in Education for AI visibility
6.7
/10
AEO Score
from christopherperrin.substack.com
Bi-weekly posts on the past, present, and future renewal of classical education in the U.S. and abroad. Click to read Renewing Classical Education, by Christopher Perrin, a Substack publication with t
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
8
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
10
Press and news coverage.
Community
10
Forum and community discussion.
0
No Reddit mentions 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 6.7/10, Renewing Classical Education has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Renewing Classical Education
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christopherperrin-substack
Cite this score: Engagemii (2026). "AEO Score for Renewing Classical Education." Retrieved from https://engagemii.com/aeo/brands/christopherperrin-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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