UX problems rarely announce themselves with a clear error message — they show up as patterns in analytics, support tickets, and behavior that’s easy to miss without looking for it specifically.
A Specific Step Has an Unusually High Drop-Off Rate
If a funnel loses a large share of users at one particular step compared to the surrounding ones, that step is almost always where a UX issue lives.
Support Tickets Repeat the Same Question
When multiple users ask how to do the same thing, that's not a documentation gap — it's usually a sign the interface isn't making that action clear enough on its own.
Users Complete Tasks the "Wrong" Way
If people consistently use a workaround instead of the intended path — exporting data instead of using a built-in filter, for instance — the intended path likely isn't as obvious as it seems internally.
A Feature Has Low Usage Despite Being Useful
Low adoption isn't always about value — sometimes a genuinely useful feature is just hard to find, and usage data alone won't tell you which explanation is true.
New Users Take Much Longer Than Returning Ones
A large gap between first-time and repeat task completion time usually points to an onboarding or clarity problem rather than the task being inherently difficult.
Frequently Asked Questions
Do we need a full audit, or can you look at just one problem area?
A focused audit on a specific flow is often enough to diagnose and fix the issue — a full audit makes more sense when several unrelated problems are suspected.
How is this different from A/B testing?
UX research explains why something isn’t working; A/B testing measures whether a specific fix improved the metric — they’re complementary, not interchangeable.