SERAX is a Belgian design brand with a strong international customer base. But like most premium brands, the customer story is not one straight line. Some people buy once and disappear. Others come back naturally. And a very interesting group starts strong, then slowly goes quiet. Not because they don’t like the brand, but because life happens, attention shifts, and competitors are always one click away.

So SERAX had one clear question: how do we keep our most valuable customers close, and how do we win back the ones that are starting to drift away before they are really gone?

Why RFM mattered (and why it was more than segmentation)

To solve this, SERAX partnered with The Dot Society. The mission was not to send more emails. It was to make Marketing Automation in Klaviyo feel more like a smart relationship system with better timing, better relevance, and better decision-making. The heart of this approach became RFM.

Before, the brand worked with classic audiences: newsletter lists, broad segments, campaign targeting. That is common, but it has a limitation. It tells you who is subscribed, not who is at risk, who is growing, or who is worth saving right now. With RFM, SERAX could see the database in a much more human way. Not as one big list, but as real lifecycle groups like Champions, Loyal, Recent, Needs Attention, At Risk, and Inactive.

The important shift was that these groups are not just labels. They are signals. They tell you where the relationship stands and what kind of message should happen next. That is why The Dot Society did not treat RFM as a reporting layer. They used it as the engine behind automation decisions.

Making the model fit SERAX (not the other way around)

The Dot Society helped SERAX adjust the RFM logic so it matched how true customers actually behave. Recency showed when the last purchase happened. Frequency showed how often someone comes back and in what rhythm. Monetary value showed the real value of the relationship over time. Once this was aligned, SERAX could track something extremely powerful: movement. Not only how many customers sit inside a segment, but how customers move from one segment to another. That movement is the clearest proof of whether loyalty is growing or leaking.

One key learning was that the segment “Needs Attention” was not small or irrelevant. It was very valuable. These customers had strong historical value and premium buying behavior, but they were quiet for too long. They were not cold leads. They were past loyalists who needed a reason to come back. Without action, they would slide into Inactive. For SERAX, this became the priority. Don’t chase the cheapest conversion. Protect the relationships with the highest potential.

Based on this, we identified a dedicated automation flow for Needs Attention in Klaviyo. This was not a generic discount flow. What made it work was the thinking behind it. SERAX is premium, so the experience had to feel premium and personal too. The goal was to create recognition. We know you. We remember what you like. Here is something that fits your world.

To do that, the flow used customer context in a smart way, such as what they bought before, what collections they already own, and what products naturally complement those purchases. Then SERAX added an extra layer to make the message feel special, using pre-access or archive-style offers so the communication felt exclusive and not pushy. In short, it was designed like a concierge, not a salesman.

The impact was clear. Customers in Needs Attention reacted much stronger than standard audiences. They did not only click more, they came back with higher value. Reported results included that:

• Needs Attention subscribers converted 2.87x more than other subscribers, 
• the AOV in this group was significantly higher with a reported uplift of 187% , 
• and new Champions coming from this activation showed higher CLV with a reported uplift of 29% compared to existing Champions.

This confirmed an important lesson for advanced Marketing Automation. Retention is not about volume. It is about precision. If you intervene at the right moment, you can shift the whole customer lifecycle and protect premium brand positioning at the same time.

After this success, SERAX did not treat RFM as a one-time initiative. The Dot Society helped embed it into the wider Klaviyo roadmap with monthly monitoring of segment movement, new flows built around lifecycle moments like pre-access, bestsellers, reviews and loyalty, long-term thinking about how to handle inactive customers with sunset strategies, and using RFM insights later as input for loyalty tiering. RFM became a living system inside Marketing Automation, not a static report.