What is RFM segmentation?

RFM scores customers on Recency, Frequency and Monetary and splits the base into actionable groups, so you talk to the customer, not the list.

Definition

RFM segmentation scores each customer on three dimensions: Recency (how recently they bought), Frequency (how often) and Monetary (how much for). The scores divide the base into segments like VIPs, loyal, dormant and lost.

Also called: RFM, RFM segmentation, RFM Analysis
Explore the numbers

Follow the same customers over time.

First purchaseM0M1M2M3M4
January
February
March
April
January cohort · 100 customers29 / 100

customers buying in month 3. Each column shows the time since acquisition.

01Group customers by the date of their first purchase.

Illustrative cohorts. Compare groups at the same age since first purchase, not just by calendar date.

The three dimensions

Recency is the strongest predictor of the next purchase: a customer who bought recently is far more likely to buy again than one who's been away a while. Frequency captures loyalty: how often the customer returns. Monetary weights how much the customer has spent with you. Together the three paint a rich picture no single metric gives.

Out of the three scores you form segments you can act on: new customers, loyal repeaters, high-value VIPs, customers on their way to dropping off, and already-dormant ones. Each segment deserves its own message and its own offer.

From segment to action

RFM's value lies in turning an anonymous list into actionable groups. VIPs should be nurtured, not discounted; loyal customers can be upsold; customers with falling recency need a winback before they're lost; dormant ones can be re-engaged or graduated out to protect deliverability.

In Klaviyo, RFM segments are built directly on top of purchase data and used to tailor both flows and campaigns. It's the difference between emailing everyone the same thing and hitting each customer with what's relevant right now — and that's what drives flow-based revenue.

Frequently asked questions

What does RFM stand for?

Recency (how recently the customer bought), Frequency (how often) and Monetary (how much for). The three scores combine into actionable customer segments like VIPs, loyal, dormant and lost.

Why is RFM better than emailing everyone the same thing?

Because relevance drives results. A VIP segment and a dormant segment need wildly different messages and offers. RFM turns an anonymous list into groups you can speak to directly — and that lifts both engagement and revenue.

From insight to action

See how it applies in practice.

Cotonshoppen

Emails built around customer needs

At Cotonshoppen, email marketing supports the customer journey. The case connects the product range, communication and repeat purchases.

Read the case

Klaviyo and retention

Discuss your email flows

We start with your customer journey, existing flows and the data available to you.

Choose a time

30 minutes · No obligation

About the author

Growth hacker and fractional CMO with 10+ years' experience and hundreds of millions in managed ad spend behind him. Background from larger Danish and international scale-ups, and from the agency world.

Meet the team

Keep reading.

All articles