serpguy // field notes on searchEST. 2026 — ISTANBULARCHIVE · 42 ENTRIESLAST PUBLISHED · APR 23 2026
ISSUE №042 · APR 2026FIELD NOTES · PRACTITIONER-WRITTENNO RECYCLED ADVICE

Search is changing.
Your playbook should too.

A practitioner's archive on SEO, GEO & AEO, growth, and vibe coding. Deep, teachable breakdowns of what actually moves rankings in 2026 — written from the trenches, not the conference stage.

Read the archive Who writes this· 1 essays · updated weekly
THE BEATFour pillars, one obsession: how things actually rank.
01 / Technical SEOCrawling, indexing, Core Web Vitals, JS rendering.
02 / GEO & AEOVisibility inside ChatGPT, Perplexity, and AI Overviews.
03 / GrowthAcquisition, retention, and conversion — earned, not bought.
04 / Vibe CodingAI-assisted tools and scripts for SEO workflows.
The Editorial Line

When serpguy writes about a topic, it's the most thoroughthing you'll read that week.

Every article draws from real field experience — client accounts, production deployments, algorithms dissected under a debugger. No filler. No recycled takeaways. No conference-circuit wisdom that falls apart when you open a terminal.

If a piece ships here, it's because a practitioner couldn't find a better version of it anywhere else. That's the bar. That's the only bar.

— Serpguy· Sr. Growth Manager · SEO & Founder of Sealed.agency
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