

Volume metrics are easy to hit and easy to game. Optimizing toward cost-per-lead without validating down-funnel quality is how programs appear healthy right up until conversion rates fall and the sales team starts asking questions.
Consumer journeys are rarely linear. A user sees an ad on TikTok, researches on Google, talks to a friend, and converts a week later via direct. Last-click attribution takes all the credit and misrepresents what's actually working, so budget gets reallocated to the wrong places.
Scaling too fast across too many channels dilutes budget and attention. Each new platform adds complexity without adding proportional returns, and weak creative spread thin across a broad audience will consistently underperform strong creative focused where it counts.









