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AI Visibility Scorecard
Tom Limoncelli's EverythingSysadmin Blog
www.everythingsysadmin.com · Technology
Borderline visible. AI bots can crawl Tom Limoncelli's EverythingSysadmin Blog, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,255,327 of 2,808,083 in Technology for AI visibility
3.5
/10
AEO Score
About Tom Limoncelli's EverythingSysadmin Blog
from our crawl and measurement
"Tom Limoncelli's EverythingSysadmin Blog Blog Books About Us Calendar Resources Awesome Conferences Mar 3-4, 2020: DevOpsDays New York City, NYC, NY, USA Dec 7-9, 2020: Usenix...." That is how Tom Limoncelli's EverythingSysadmin Blog introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The site gets some of it right: it has a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.5/10, Tom Limoncelli's EverythingSysadmin Blog is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Tom Limoncelli's EverythingSysadmin Blog
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-everythingsysadmin
Cite this score: Engagemii (2026). "AEO Score for Tom Limoncelli's EverythingSysadmin Blog." Retrieved from https://engagemii.com/aeo/brands/www-everythingsysadmin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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