RFM Analysis Of Cheers: The Most Valuable Customers

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The most valuable customers

Definition

Most valuable customers are a marketing term referring to the customers who are the most profitable for a company. These customers buy more or higher-value products than the average customer. The companies can provide these customers with advice and guidance to make them loyal.

In the RFM analysis scenario, Recency or frequency will not be sorts out most valuable customer by themselves alone. The recency measures who made the purchase most recently, and the frequency measure the intensity of a customer’s relationship with Cheers’ business. And good customers, by definition, do business with Cheers more often. The monetary in RFM adds another level of detail to the customer picture, helping our team …show more content…

And they are showed in the Figure 1. They are the most valuable customer for Cheers.

The most responsive customers

Definition

There is something about people’s psychology that makes them more likely to open your envelope and act on what is inside if they have recently had a satisfactory transaction with you. This will make the recency value-scores to be the most important predictor of who is more likely to respond to a next offer. Recency score is calculated based on the date of their most recent purchase. The scores are generally categorized based on the values.

In the Cheers’ scenario, customers who have purchased recently from you are more likely to purchase again from you compared to those who did not purchase recently. As a result, we will use the recency value-scores to determine who the most responsive customers are.

Data Result

Base on the definition above, there are 2399 customers with the all five value-scores for recency, and our team sorts them by their accurate recency in the Figure 2. They are the most responsive customers for

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