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AI Visibility Scorecard
jacobbartlett.substack.com · Technology
Somewhat visible. AI bots can read Jacob’s Tech Tavern, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#44,892 of 2,787,819 in Technology for AI visibility
6.8
/10
AEO Score
from our crawl and measurement
Jacob’s Tech Tavern describes itself simply: "Learn advanced concurrency, agentic iOS engineering, and Swift performance for 10 minutes a week. New subscribers get a free eBook: The Complete Swift Concurrency Toolkit....." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 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
3
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 6.8/10, Jacob’s Tech Tavern has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jacobbartlett-substack
Cite this score: Engagemii (2026). "AEO Score for Jacob’s Tech Tavern." Retrieved from https://engagemii.com/aeo/brands/jacobbartlett-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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