Sharing an introductory offer for premium services with the entire customer base was expensive, and a more targeted approach was required.
Existing customers for premium services were analyzed to understand the services they most preferred.Â
Clustering analysis of entire customer base was undertaken.
Marketing efforts were targeted to clusters with the highest probability of engagement.
The response rate was measured and compared to that of a control group.Â
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