What stakeholders think research is vs what it actually is

For them, researchservice×User ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service→ was something you ran. You recruit a set number of users, schedule sessionsglossary×SessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term→, ask questions, and at the end you get a set of findings. A step in the processglossary×ProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term→: a phase, a deliverable, something you complete before moving into design.

Researchservice×User ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service→ gets scoped like a task. Five users, ten users, a week of sessionsglossary×SessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term→, a report at the end. There's a start point, an end point, and an expectation that once it's done, the answers are there. It feels controlled. It feels predictable.

The framing is inherited from other kinds of work, and it is not unreasonable. Most things a team commissions do have a defined scope and a deliverable at the end. Researchservice×User ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service→ is scoped the same way because that is how the organisation buys things, and the shape does not quite fit what it is buying.

On that same project, once we got into the sessionsglossary×SessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term→, things started to shift almost immediately. Users weren't behaving the way the team expected. They weren't following the journeys in the same order, they weren't interpreting things in the same way, and they were getting stuck in places no one had flagged internally. After two or three sessions, it was already clear that the original assumptions didn't hold up. The question of how many users do we need became irrelevant. The question changed to: what are we actually learning here?

This is why the number is the wrong thing to fix in advance. If the first three sessionsglossary×SessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term→ all break the same assumption, the useful next move is to change what you are asking, not to complete the remaining seven for consistencyglossary×ConsistencyConsistency is the use of uniform patterns, behaviours, and visual elements across a product to create familiarity and predictability. It helps users learn once and apply that knowledge throughout the experience.Open glossary term→. Sample sizeglossary×Sample SizeSample size refers to the number of participants included in a study or test.Open glossary term→ matters for measuring how common something is. It matters much less for finding out that it exists.

What stakeholdersglossary×StakeholderA stakeholder is any individual or group with an interest in a product, project, or outcome, including internal teams and external parties.Open glossary term→ often expect is certainty: clear answers, clear problems, clear next steps, something that reduces ambiguity and makes decisions easier. What researchservice×User ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service→ actually gives you is understanding. And that often comes with more nuance than people expect.

I've been in situations where early findings made things feel less clear, not more. Where a simple problem turned out to have multiple layers. Where different users approached the same journey in completely different ways. That can feel uncomfortable if you're expecting a clean answer. But that's where the value is.

Naming this at the start helps more than defending it afterwards. Saying plainly that the first round is likely to complicate the picture before it simplifies it sets a very different expectation from promising answers by Friday, and it makes the uncomfortable findings easier to hear when they arrive.

It also changes who needs to be in the room. If the output is understanding rather than a document, the people who will act on it have to see some of it first-hand. A summary read two weeks later never carries the same weight as watching one person struggle.

On Travelbag work, the initial thinking was that users were dropping off because parts of the journey weren't clear enough. What actually came out was more subtle: users weren't just struggling with clarityglossary×ClarityClarity is how easily users can understand what is happening and what they need to do.Open glossary term→, they were losing confidenceglossary×ConfidenceConfidence is the level of certainty in a decision or outcome based on available evidence.Open glossary term→ at specific points, particularly when decisions started to carry more weight. It wasn't about making things easier to understand. It was about making the experience feel more trustworthy. That's a different problem entirely.

Good researchservice×User ResearchUnderstand user behaviour, validate ideas, and make clearer product decisions with evidence you can act on.Open service→ isn't a checklist and it doesn't wrap up neatly with a set of answers. The most valuable research creates movement. It changes how people think about the problem, shifts the conversation, challenges assumptions that felt settled. And that's usually where I spend most of my time, not just running sessionsglossary×SessionA session is a single period of user interaction with a product, from entry to exit within a defined timeframe.Open glossary term→, but helping teams interpret what they're seeing and understand what it means for the product.

That distinction between clarityglossary×ClarityClarity is how easily users can understand what is happening and what they need to do.Open glossary term→ and confidenceglossary×ConfidenceConfidence is the level of certainty in a decision or outcome based on available evidence.Open glossary term→ comes up constantly, and the two need different fixes. A clarity problem is solved by better wording or better structure. A confidence problem is solved by evidence at the moment of doubt: what happens next, what it costs, whether it can be undone. Rewriting the copy does nothing for the second.