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AI Visibility Scorecard
technologist.substack.com · Education
Somewhat visible. AI bots can read The Content Technologist: Content Pros Update, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#26,870 of 912,134 in Education for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
The Content Technologist: Content Pros Update describes itself simply: "A monthly digest of all posts, courses, and other goings-on from The Content Technologist, a resource for content professionals working in the age of algorithms. If you work...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.7 out of 10, readable in places, missing in others.
Under the hood there is a sitemap, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
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
6
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, The Content Technologist: Content Pros Update has a working base to build on - fixable, and the signals above are where to start.
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/technologist-substack
Cite this score: Engagemii (2026). "AEO Score for The Content Technologist: Content Pros Update." Retrieved from https://engagemii.com/aeo/brands/technologist-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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