Yunus Makas
Journal

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

Benchmark cover reading '50 Manufacturers. 14 Recommended by AI. When buyer intent became serious,' with a 3D illustration of textile factories.

AI Visibility & GEO · 16 min read

Low-MOQ Apparel Manufacturing: AI Visibility Benchmark 2026

A holographic “Visibility in AI Search” dashboard showing GEO, SEO, and AEO tags, ChatGPT, Perplexity, Gemini, Copilot, and Claude logos, and a 92% AI search visibility score.

AI Visibility & GEO · 8 min read

What Is GEO? The New Rules of Visibility in AI Search

A holographic interface above a laptop reading “ChatGPT finds brands,” showing a list of top brand recommendations for an AI search query.

AI Visibility & GEO · 9 min read

Why Doesn't Your Brand Show Up in ChatGPT? (And How to Fix It)

A holographic interface reading “Transitioning from Keyword to Intent,” showing a short keyword search transforming into a detailed intent breakdown.

AI Visibility & GEO · 9 min read

What Are Users Really Searching For? The Shift From Keywords to Intent

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