RM analysis is a marketing technique used to analyze customer behavior and determine which customers are the most valuable. It stands for Recency, Frequency, and Monetary value, which are the three key parameters used to evaluate customer behavior.
Recency: Refers to the time elapsed since the customer's last purchase. This helps to identify customers who have recently purchased and are more likely to purchase again in the near future.
Monetary value: Refers to the total amount of money a customer has spent over a specific time period. This helps to identify customers who have a high spending capacity and are more likely to make expensive purchases.
🧪 Example of RM Analysis
For example, if the Loyal Customers shopped yesterday, they get 5 scores for Recency. So, Loyal Customers who buy recently and have the highest Basket value, are identified as “CHAMPION” customers.
❓What is RM Analysis used for
- Identifying the most valuable customers: RM analysis helps retailers identify customers who have recently purchased, and spend the most money, allowing them to target marketing efforts to the most valuable customers.
- Increasing revenue by targeting specific groups of existing customers (i.e., customer segmentation) with messages and offers that are more likely to be relevant based on data about a particular set of behaviors. By targeting these customers with targeted marketing campaigns, Retailer can attempt to increase their spending and recency, making them more valuable customers.
- Improving customer retention: By identifying customers who have recently purchased and have a high monetary value, businesses can target these customers with special offers and promotions to retain them as Loyal Customers and reduce the cost of acquiring new customers.
- Identifying At-Risk customers: RM analysis can also be used to identify Customers who have not made a purchase recently or have not spent much money, allowing retailers to target marketing efforts to these At-Risk Customers to prevent them from becoming Churn Customers.
Overall, RM analysis is a valuable tool for businesses to gain insights into their customer base, make data-driven decisions, and improve their marketing and customer relationship management efforts.
🖥️ Make it happen in Ulys CRM
How to access RM analysis in Ulys: 2 Simple Steps
Step 1: Select Buying Pattern under the Behaviors Menu in the Menu Bar.
Step 2: Select the Option in the Filter Menu and select the frequency and period you want to measure.
And here it is.
• Basket value
• Loyal Customers
• Churn Customers