A message can be clear on a presentation slide and still be easy to overlook in someone’s day. The setting around an encounter belongs in the research question.

Look at the encounter.

People may meet a brand while comparing options, moving through a store, looking for help, or following a recommendation. Each setting brings a different purpose and a different level of attention.

Before testing a concept, describe the encounter you are trying to understand. Where might it happen? What is the person trying to do? What do they already know? This helps distinguish a reaction to the idea from a reaction to the way it has been presented in the study.

Explore meaning before preference.

“Which one do you like?” may be useful, but preference alone can leave the interpretation unclear. A person might favor an idea because it feels familiar, because it is visually appealing, or because they understand what it offers more quickly.

Ask people to describe what they think the idea is saying, who it seems intended for, and what they would expect next. Their language can reveal the distance between the intended proposition and the meaning they take from it.

Keep space for ambiguity. When two people interpret the same idea differently, the difference may point to a useful question about audience, context, or the concept itself.

Ask what the idea means in the circumstances where people will actually meet it.

Consider the alternatives in people’s lives.

An alternative is not always a competing brand. It could be an existing routine, advice from someone trusted, a workaround, or choosing to do nothing. Understanding these options can clarify what a new proposition needs to make easier or more meaningful.

Invite people to describe what they currently do and what feels worthwhile about it. Avoid assuming that a problem the team has identified is experienced in the same way by the people the concept is intended to serve.

  • What does the person think this offers?
  • What would they compare it with?
  • What feels unclear, useful, or difficult in that setting?

Connect the learning to the next step.

Testing is more useful when the team knows what can still change. The research may inform the language of a proposition, the way a service is introduced, or which aspect of an experience deserves further development.

Bring interpretation and context back into the decision. Rather than treating a favorable reaction as the end of the story, ask what the findings suggest developing, clarifying, or investigating next.

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