Hi all, I've been working on this for a while. I'm looking for feedback. CLV is important because it is unlikely the first or second purchases by a customer will cover the cost of acquiring the customer. This approach predicts CLV early on in the customer's lifetime so that it can help scale businesses without increasing losses.