Find the gap between the first and second order

Build around the natural return window

Group first-time buyers by product and find when the second order normally occurs. Then inspect what customers receive before that window: education, usage help, replenishment cues, complementary products, and service follow-up.

The goal

Make the next useful purchase obvious before sending another blanket discount.