AI Visibility Scorecard
Fractaled Mind: Stephen Margheim's personal blog
fractaledmind.com · Technology
Borderline visible. AI bots can crawl Fractaled Mind: Stephen Margheim's personal 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.
AI engines read this profile 6 times
Claude · Meta AI · Perplexity · ShapBot
#722,306 of 2,705,505 in Technology for AI visibility
4
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Fractaled Mind: Stephen Margheim's personal blog
from our crawl and measurement
"This is my personal site, where I write about Ruby, programming, and any of my varied fascinations." That is how Fractaled Mind: Stephen Margheim's personal blog introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
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 4.6/10, Fractaled Mind: Stephen Margheim's personal blog is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Fractaled Mind: Stephen Margheim's personal blog
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fractaledmind
Cite this score: Engagemii (2026). "AEO Score for Fractaled Mind: Stephen Margheim's personal blog." Retrieved from https://engagemii.com/aeo/brands/fractaledmind
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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