Finding your best customers and keeping them is a simple, yet powerful retention strategy.
A really useful outcome of using RFM analysis is that it can tell you exactly who they are. With a 1 to 5 scoring model, like what my Shopify app uses, customers scored with 555 are the top 1% of your customer base.
They've ordered recently so they are still active. They've ordered the most times. They've spent the most in their customer lifetime.
I wouldn't be surprised to see these customers accounting for a large portion of your sales overall.
These are the 1% customers you want to do whatever you can to keep.
Eric Davis
See how the month a customer orders will change their behavior
Repeat Customer Insights will automatically group your customers into cohorts based on when they first purchased. This will let you see how the date customers bought would impact their behavior.