Notes on AI visibility,
search, and GEO
Practical guides and analysis on generative engine optimization, technical SEO, and how AI search is reshaping how businesses get found.
All articles
AI Visibility & GEO · 16 min read
Low-MOQ Apparel Manufacturing: AI Visibility Benchmark 2026
AI Visibility & GEO · 8 min read
What Is GEO? The New Rules of Visibility in AI Search
AI Visibility & GEO · 9 min read
Why Doesn't Your Brand Show Up in ChatGPT? (And How to Fix It)
AI Visibility & GEO · 9 min read
What Are Users Really Searching For? The Shift From Keywords to Intent
How to use this journal
These articles are written for businesses that need to understand how AI systems discover, interpret, and recommend brands. Start with the GEO guide for the foundation, use the diagnostic articles to identify visibility gaps, and read the benchmark research when you need measured evidence from a specific market.
- GEO guides explain how visibility in AI-generated answers works.
- Diagnostic articles turn common visibility problems into practical next steps.
- Benchmarks document methods, sources, and results so claims can be checked.
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AI Visibility · Technical SEO · Web Development
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Currently open for AI Visibility, SEO, and web development work.
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