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AI Visibility Scorecard
Thinking in Celandine
tomhirons.substack.com · Education
Somewhat visible. AI bots can read Thinking in Celandine, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#21,373 of 874,139 in Education for AI visibility
6.8
/10
AEO Score
About Thinking in Celandine
from tomhirons.substack.com
Here’s where I’m increasingly sharing my new writing. I also host the Feral Angels’ Poetry Café online poetry class and run courses and poetry-related wilderness fasts, which you can find out about on
The 6 signals AI reads
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
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 6.8/10, Thinking in Celandine has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Thinking in Celandine
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tomhirons-substack
Cite this score: Engagemii (2026). "AEO Score for Thinking in Celandine." Retrieved from https://engagemii.com/aeo/brands/tomhirons-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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