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
Get a complete view of your customer behavior
The cohort analysis in Repeat Customer Insights will automatically build cohorts for all of your customers. It has the ability to go back through your entire store history so you can get a complete view of your customer behavior.