Marketing metrics are useful only when they explain customer behavior that creates value.
Clicks, impressions, and sign-ups can all be vanity signals if they do not connect to conversion quality, repeat behavior, margin, or payback. This issue trains students to ask what behavior changed and whether the change was profitable.

