About

I analyzed whether early engagement predicts long-term success on Zerve.
I defined success as sustained activity over 30+ days. My analysis found
that users who execute code within their first week are 3x more likely
to remain active and 2x more likely to upgrade. This simple metric could
help identify high-potential users early for targeted onboarding support.