Loyalty programme: engagement and attrition
Retail
Business question
Does our loyalty programme really engage customers, or is it losing steam?
Data needed
Programme member activity history (points, purchases, benefit usage).
Example result
Member segments by engagement level, with attrition signals and re-engagement levers.