Alignment at Scale Beats Attribution at Aggregate

Most of what we call “attribution” in marketing and product work is trying to answer the wrong question. When we see some desirable outcome (more engagement, more conversions, more revenue) we typically try to point to changes made (messages sent, product content delivered) and say *this* caused *that*. The whole notion of A/B testing is […]