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AI Visibility Scorecard
theweeklyjab.substack.com · Other
Somewhat visible. AI bots can read The Weekly Jab, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
6
/10
AEO Score
from our crawl and measurement
The Weekly Jab is a business whose own site puts it this way: "My weekly thoughts on what's happening in vaccines, infectious disease, public health, and US health policy. Opinions are my own and not necessarily those of my employer." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.4 out of 10.
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.
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
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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 6/10, The Weekly Jab 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 Weekly Jab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theweeklyjab-substack
Cite this score: Engagemii (2026). "AEO Score for The Weekly Jab." Retrieved from https://engagemii.com/aeo/brands/theweeklyjab-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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