RFM Segments: Potential Loyalists

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Potential Loyalists are regular customers who have:

  • Made recent purchases.

  • Shop frequently.

  • Spend average amounts.

  • High Recency score, High Frequency score, and Medium Monetary score

The Potential Loyalists segment contains customers on the path to loyalty—ideal for relationship-building, tailored offers, and loyalty program invitations.

Use Cases

Affinity-Based Recommendations

Offer product recommendations based on category or purchase affinities.

Loyalty Program Enrollment

Introduce loyalty membership programs to convert them into long-term loyal customers.

Personalized Relationship Building

Send personalized messages to strengthen engagement and drive repeat purchases.