At Indicino, I knew that the average purchase path was about four weeks. If today was June and I wanted to affect my July sales with net new customers, I would have to spike top of funnel activity a month in front of it. The forecasting model that we just built for new trial starts has a function of how much direct and how much organic traffic am I going to get over the years based on 18 months of history and the last three months of behavior. When you get that acquisition funnel as scientific as that, it can be really helpful for organizations.

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