For a long time, I thought more signups meant we were making progress.
Then I started looking at what users actually did after signing up.
Some people explored everything in minutes.
Some left almost immediately.
Others came back days later and became our most active users.
The biggest lesson wasn't finding a better metric—it was realizing that different users have different goals, so they reach their "aha" moment in different ways.
Now I'm spending less time chasing vanity metrics and more time trying to understand user behavior through both analytics and conversations.
Curious how others approach this:
What's one metric or user insight that completely changed how you built your product?
One useful shift for me has been separating interest from workaround. If someone says a tool sounds useful, I don't count that as much. If they can describe what they're doing now, how often it happens, and what it costs them in time or money, that's a much better build signal. It makes conversations slower, but it keeps you from optimizing for people who were only curious.
The shift here is subtle but important—you stopped treating onboarding as a funnel problem and started treating it as a timing problem. “Aha moments” aren’t just about what users do, but when they’re ready to care. Analytics can show divergence, but only behavior patterns over time explain why the same signup leads to completely different outcomes.