THINKING IN PUBLIC

Retention,
reconsidered.

Practical notes on why customers leave, what to test and how lifecycle marketing can learn without giving up control.

WIN-BACK ECONOMICS

The hidden cost of sending everyone 15% off

How blanket win-back discounts subsidize customers who would have purchased anyway.

30-DAY PLAYBOOK

From first order to second: a retention test

A concrete 30-day plan for a subscription brand to increase repeat orders.

BETTER EXPERIMENTS

Your A/B test found a winner. Who should get it?

Why average results cannot choose the right action for each customer context.