I Built an AI SEO Brief Generator That Compares 3 Models Side-by-Side — Here's the Architecture

I spent 3 months building an SEO content brief generator, and I wanted to share the technical architecture with the dev.to community.

The Problem

SEO content briefs are the pre-writing research phase for blog posts — you analyze the SERP, figure out search intent, outline the article structure, and suggest metadata. Most people do this manually, spending 1-2 hours per article.

The Solution

seobrief.cc — keyword in, complete brief out in ~30 seconds.