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AI Visibility Scorecard
The Reformed Analyst
thereformedanalyst.substack.com · Technology
Somewhat visible. AI bots can read The Reformed Analyst, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#62,260 of 2,711,877 in Technology for AI visibility
6.7
/10
AEO Score
About The Reformed Analyst
from our crawl and measurement
"Katie Teitler, a former cybersecurity analyst, shares her views of the cybersecurity industry. Click to read The Reformed Analyst, by Katie Teitler-Santullo, a Substack publication with." That is how The Reformed Analyst introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places and missing in others.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
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
3
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
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.
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 6.7/10, The Reformed Analyst has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Reformed Analyst
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thereformedanalyst-substack
Cite this score: Engagemii (2026). "AEO Score for The Reformed Analyst." Retrieved from https://engagemii.com/aeo/brands/thereformedanalyst-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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