Been there. I built features for problems that didn’t exist - classic mistake.
I started surveying users right after they hit key actions. Turns out they wanted easier onboarding, not fancy tools. Made that change and retention jumped 60% in three months.
Ignoring feedback is a common mistake. We started weekly user interviews and found that paying customers had different needs than free users. Paid users valued practical enhancements, like better reporting. Free users often chased flashy features that do not ensure retention. By aligning our focus on what paying customers needed, we doubled conversions in just four months.
Had the opposite problem at first - we collected tons of feedback but couldn’t make sense of it.
I ran campaigns for a food delivery app where we pulled user complaints from support tickets and app reviews. Just noise until we started sorting everything by user segments and pain points.
Turns out our biggest spenders weren’t mad about delivery fees like everyone else. They wanted better restaurant filtering. We built that feature and AOV jumped 25% in two months.
The trick was separating signal from noise. Most feedback comes from users who barely spend anyway.
This covers the systematic approach pretty well if you want something more structured.