Building a Local AI SEO Agent with Gemma, Ollama, Docker, and React

Introduction For the Gemma 4 Challenge, I built Local AI SEO Agent : a privacy-friendly SEO audit tool that runs AI analysis locally with Gemma. The app takes a public webpage URL, scans the page for technical SEO signals, sends a compact structured summary to Gemma through Ollama, validates the model response, and displays a practical SEO report. The main constraint was intentional: no cloud AI APIs . The AI layer runs locally. Why Local AI For SEO SEO audits often include page metadata, headin