Research
Why most user research tells you what you already know
Most user research doesn't uncover anything new. It confirms what people already suspect.
Why research often gets used to validate existing thinking instead of uncovering the insights that actually change decisions.
In short
Why research often gets used to validate existing thinking instead of uncovering the insights that actually change decisions.
When research feels useful but changes nothing
serviceUser ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service gets treated as a validation step rather than a tool for understanding. Something you do to prove a point, support a decision, or add weight to something that's already been discussed internally. The outcome feels productive — there's a deck, there are clips, there are quotes — but the direction of the product hasn't really shifted. It just feels more justified.
If research only ever confirms what the team already suspects, it may feel useful, but it is rarely changing anything important.
How teams end up hearing what they expected
In one project, glossaryStakeholderA stakeholder is any individual or group with an interest in a product, project, or outcome, including internal teams and external parties.Open glossary term were confident they already knew where the issues were. serviceUser ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service was brought in to confirm it, and unsurprisingly, it did. The glossarySessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term were structured around what the team expected to see, and the findings aligned neatly with that. It created a sense of progress, but the underlying problems remained because nothing new had been uncovered.
In another, users were asked to walk through a journey that had already been heavily shaped by internal thinking. glossaryFeedbackFeedback is the system response that informs users about the result of their actions. It helps users understand what has happened and what to do next.Open glossary term focused on surface-level glossaryFrictionFriction refers to anything that slows users down or makes it harder for them to complete a task. It can be caused by poor design, unnecessary steps, unclear messaging, or technical issues.Open glossary term because that's what was visible. The deeper issues — around how the journey was structured and what users were actually trying to achieve — weren't explored at all. If you go into serviceUser ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service looking for confirmation, you'll find it.
What research is actually for
The value of serviceUser ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service isn't in hearing users say what you expect them to say. It's in understanding what you didn't see coming. That usually requires less focus on proving a glossaryHypothesisA hypothesis is a testable assumption about how a change will impact an outcome.Open glossary term and more focus on exploring how people think, what they expect, and where the experience doesn't align with that. It means asking questions that don't glossaryLeadA lead is a potential customer who has shown interest in a product or service, typically by providing contact information or engaging with content.Open glossary term to comfortable answers, and being willing to challenge assumptions that have already been made.
Key takeaway
The most valuable research usually changes how the team understands the problem, not just how confidently it talks about it.
Where the real insight sits
I've been in glossarySessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term where users describe a journey as fine, but you can see hesitation in how they move through it. Moments where they pause, re-read, or second-guess what they're doing. None of that shows up in a quote, but it tells you far more about what's actually going on.
The most valuable serviceUser ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service isn't the kind that neatly validates a direction. It's the kind that makes people pause. The kind that challenges what's been taken for granted. The kind that forces a rethink. Because if research only ever tells you what you already know, it might feel useful. But it's not doing its job.