The click is no longer the only proof of discovery. When AI answers satisfy research upstream, marketers need to measure influence, answer quality, source position, and assisted demand with more nuance.
Zero-click does not mean zero value
A buyer may form a shortlist, learn the category, reject an alternative, or trust a recommendation without visiting the brand site immediately. That influence is real, even when the observable path is delayed or indirect.
What replaces the simple dashboard
Teams need reporting that shows what AI said, which sources supported it, whether the language improved, and what downstream signals appeared later. The answer ledger becomes a companion to traffic and pipeline dashboards.