An AI conversation can influence a purchase without sending an identifiable click. Build a measurement setup that separates recorded outcomes from evidence of earlier influence.

A note-taking app example shows how customer needs, discovery, messaging, evidence, and next steps fit together—and how to choose channels around that journey.