AI Visibility Scorecard
That Blog You Like Is Going to Come Back in Style
adamkotsko.substack.com · Education
Borderline visible. AI bots can crawl That Blog You Like Is Going to Come Back in Style, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#23,980 of 937,618 in Education for AI visibility
3
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About That Blog You Like Is Going to Come Back in Style
from our crawl and measurement
"An attempt at a new start from the oldest of old-school bloggers. I plan to address My Type of Thing: everything from pedagogy to political theology, leavened with autobiographical." That is how That Blog You Like Is Going to Come Back in Style introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 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.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, That Blog You Like Is Going to Come Back in Style is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for That Blog You Like Is Going to Come Back in Style
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/adamkotsko-substack
Cite this score: Engagemii (2026). "AEO Score for That Blog You Like Is Going to Come Back in Style." Retrieved from https://engagemii.com/aeo/brands/adamkotsko-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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