AI Visibility Scorecard
Substack Sovereign — Write in Markdown. Publish on Substack.
substacksovereign.com · Technology
At 3/10, Substack Sovereign — Write in Markdown. Publish on Substack. is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Claude
#2,283,809 of 2,707,329 in Technology for AI visibility
42
AI Naming Predictability
iSometimes named · 42/100
3
AEO Visibility
iNear-invisible · 3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Substack Sovereign — Write in Markdown. Publish on Substack.
from our crawl and measurement
Substack Sovereign — Write in Markdown. Publish on Substack. describes itself simply: "Sync Markdown files from your GitHub repo to Substack as drafts. Write in your favorite editor, push to main, and your drafts appear on Substack automatically." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.
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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3/10, Substack Sovereign — Write in Markdown. Publish on Substack. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Substack Sovereign — Write in Markdown. Publish on Substack.
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Substack Sovereign — Write in Markdown. Publish on Substack..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/substacksovereign
Cite this score: Engagemii (2026). "AEO Score for Substack Sovereign — Write in Markdown. Publish on Substack.." Retrieved from https://engagemii.com/aeo/brands/substacksovereign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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