This document discusses marketing channels and how to determine which ones lead to conversions. It shows data on the impact and cost of different channels for one company, including Facebook, Twitter, website, LinkedIn, mail, and AdWords. It emphasizes testing different channels to see which ones are most effective for objectives like leads, sales, and engagement. The goal is to evolve marketing strategies by discovering what patterns in channel performance lead to conversions.