See what AI search already answers before you spend on content.

I've spent over a decade turning digital and market data into decisions — building KPI frameworks and measurement systems across different markets, up to a global level, for an FMCG company. Over the last couple of years I watched organic traffic decline across categories, and panic follow — along with plenty of AI-visibility pitches offering different metrics and the same black box underneath. SEO as we knew it isn't the whole picture anymore. There's a new layer between a search and a click, and it deserves to be measured honestly, so you understand what users actually see when they search — not guessed at, not scored.