30 days of open beta. here's what the people who didn't churn all had in common.
Launch week was exciting. Signups came in, early DMs were encouraging, first feedback calls went well. Then two weeks later I looked at the usage data. About 30% were using it daily or a few times a week. The other 70% had tried it once and disappeared. The ones who stayed weren't obviously different on paper similar job titles, similar described problems, similar onboarding. But they were different in one behavior: they all found a specific moment in their day to use the product before the end of week 1. The ones who churned tried it in a few different situations, never settled on a use case, and faded out. For others who've shipped a beta: did retention come down to product quality, or to whether users found their specific ""moment"" early? And if the latter did you try to engineer that, or did you just spot the pattern in hindsight?