Have you ever sat through a quarterly review and felt a lingering sense of uncertainty? You see the charts, you see the spend, but there is always that nagging question: “If we had moved $10,000 from LinkedIn to Google Search three months ago, where would our revenue be today?”

It’s definitely not a good feeling.