Why this exists

This started as a problem on my own sites, not a market opportunity I went looking for. Search is shifting toward AI-generated answers, and most of the advice on "optimizing for AI Overviews" was guesswork dressed up as expertise.

With a background in SEO and a network of content sites, I built the checks I actually wanted for my own pages: what does the live data say about whether a page is cited, not what a formula assumes should be true. That distinction — real citation data over inference — is the whole reason this exists as its own tool rather than another generic "AI SEO checklist."

It's a young product, tested against real pages on real sites before being offered to anyone else. If you're an early user, you're getting a tool that's still being sharpened by direct use, not a finished enterprise platform — and your feedback genuinely shapes what gets built next.