

Most programs optimize toward raw signup volume without validating whether those users actually activate or generate revenue, and platform attribution claims credit for users who would have converted anyway, making it impossible to know what's driving genuine growth.
Treating every user the same regardless of estimated lifetime value leads to misallocated budget and inflated acquisition costs. Scaling spend before the measurement foundation is in place means optimizing on bad data that compounds quickly into worse decisions.
Most creative targets conversion but ignores the awareness and consideration stages where buying decisions are actually forming, leaving significant demand uncreated upstream.









