← The Lab/N° 008 · CLI·Shipped 2026-05

GEO Audit

GEO audit CLI — score any URL for LLM visibility in seconds, zero dependencies, pure Python stdlib.

geo-audit is a CLI that scores a web page for Generative Engine Optimization — how likely ChatGPT, Perplexity, Gemini, and Claude are to cite your content. It runs a 20-point audit covering entity clarity, citation-friendliness, structure, and schema markup. It's roughly 200 lines of pure Python with no external dependencies.

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Personal OS Starter Kit

Copy-paste Personal OS backend: Supabase schema, Claude Code scaffold prompt, and a Next.js Telegram webhook.

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Get an email when I ship a new prototype or essay. No funnel — just the work.