Best GEO Tools in 2026: 8 Platforms Compared by a Developer
The best GEO tools in 2026 compared: Semrush, Ahrefs, Peec AI, Otterly, Profound, Scrunch, Goodie, and Rankscale. Real pricing, engines tracked, and my picks by budget.
13 min read
The Journal · 2026 -
Notes on systems engineering, applied AI, and the craft of shipping software that holds up in production. No fluff, no hype - just the things that survived contact with reality.
Featured
Zod as a Contract, Not a Comment
A single Zod schema gives you a static TypeScript type and a runtime validator. One source of truth. A class of bugs gone.
2 min read
Read postThe Archive
04 entriesHow to Get Cited by ChatGPT & Perplexity: A Developer's GEO Playbook
A developer's playbook for getting cited by ChatGPT, Perplexity, and Gemini: content structure, schema markup, and distribution tactics that win AI-search citations.
5 min read
The Block Reference
Every component this blog supports - a single post that exercises the whole MDX toolkit, from callouts and code to terminals, tabs, and tables.
4 min read
Performance Is Perception
The metrics that move the needle are the ones that map to how a UI feels - LCP, INP, CLS - not the ones that look good on a chart.
2 min read