Finding which customers are active and spending the most with your Shopify store

Last month a Repeat Customer Insights customer was asking about who their top 40 active customers were based on total spend.

Both of those segments can be found in the RFM analysis. Active would use the Recency portion and spending would use the Monetary.

These customers would be highlighted by a high Recency and high Monetary score. I'd recommend the 4th and 5th scores in each and maybe the 3rd depending on how large of a segment you need. The more scores you include, the larger the segment size.

You can also use the Recency-Monetary Grid and the two segments that are close to those scores: Recent high spender (RM) and Recent whale (RM). That'll include more people but they'll have similar behavior.

Repeat Customer Insights comes with a 14-day free trial so you can see what these segments would look like in your own Shopify store.

Eric Davis

Learn which products build the best customers

Find which products create the most valuable customers with the First Product Analysis in Repeat Customer Insights. It goes beyond your best sellers by looking at long-term purchasing and retention behavior of your customers.

Learn more

Topics: Customer segmenting

Would you like a daily tip about Shopify?

Each tip includes a way to improve your store: customer analysis, analytics, customer acquisition, CRO... plus plenty of puns and amazing alliterations.