Understanding the customer lifetime value with data science (medium.com)

Thank you! - Prediction can be made for 1/2/... days/month/year depending on your business, clients and size of data you have (you can change period in model). - This particular model is based on RFM features. Of course, you can take into account other users' characteristics, but it will be other types on algorithms.