Automated Segmentation with RFM

Automatically Explore Distinct Customer Segments Right Out of the Box.

Customer Data Platform
rfm eliminate guesswork

Eliminate Guesswork from Behavioral Segmentation

Who are my loyal customers? Who are most likely to churn? To engage?Segmentation is critical to any marketing strategy. But trying to uncover key customer segments from billions of data points is cumbersome. Grouping them manually can be like finding a needle in a haystack.Despite a need to identify actionable differences in customer behavior, marketers end up spending too much time comparing data sets.

Introducing Automated Segmentation

Our best-in-class automated segmentation technique – via recency, frequency, monetary (RFM) analysis – examines your customer activity to identify how recently and frequently they performed an action such as purchasing a product or booking a trip.It divides your audience into distinct groups that range from champions and loyal users to at-risk and hibernating customers that are likely to churn.
automated segmentation
rfm transitions

Pinpoint Segment Transitions to Improve Retention

In one intuitive view, you can identify customers that moved from one segment to another and constantly fine-tune your engagement efforts.Are new customers becoming champions? Recommend related products in push notifications. Are at-risk customers moving into the hibernating segment? Re-engage them with personalized reactivation offers.

Find Monetary Value to Determine Marketing Spend

Marketers often struggle to attribute the right monetary value to a segment. Without automated segmentation, it is easy to overlook high value customers or miss re-engaging at-risk customers at the right time.Automated segmentation gives an aggregate value such as purchases, readership, or subscriptions for each customer segment. With insights into your most valuable and least valuable customers, it’s easier than ever to determine the spend on your marketing campaigns.
monetary rfm
user engagement strategy

Use Reachability Metrics for Effective Messaging

CleverTap’s automated segmentation also brings you channel-specific reachability metrics for each segment. Determine the most effective channel of communication such as mobile push, email, SMS, and web push to adapt your messaging and prioritize every segment’s unique engagement preferences.