Stop asking churned users, What feature did we miss? Start asking them this instead.

For a long time, our exit surveys and churn emails asked the generic question: "What feature would have made you stay?"

Unsurprisingly, we got useless answers that sent our roadmap in circles.

The moment we changed our churn interviews to focus purely on behavioral timeline ("Walk me through the exact moment today when you thought about opening our tool, but didn't"), everything clicked. We stopped fixing features and started fixing the friction points in their daily schedule.

For those managing paid tiers: What specific questions do you ask during churn interviews that actually reveal workflow mismatch rather than polite excuses?