17.6. Understanding the Tools
Often, we want to use calculations, statistics, and modeling tools to define and target the most actionable customer segments. We've discussed some of these tools already; now let's look at how and when they are used. Table 17-8 lists some of the most commonly used calculation tools.
Tool | Description | When to Use | |
---|---|---|---|
Scoring | Rank customer's likelihood of response based on specific characteristics | Target | Develop a ranking for customers based on some other attribute(s) |
RFM (Recency, Frequency, and Monetary Value of Customers) | Customers who have bought recently, who buy more often, and who spend more have been shown to be the most likely to buy again | Target | Previous behavior predicts future ... |
Get Customer Relationship Management: Getting It Right! now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.