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The case for a little uncertainty

September 9, 2026
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In customer research, we enter a study with clear objectives, questions we want to answer, and areas we want to better understand. That structure is important. It keeps research focused and helps ensure we walk away with answers to the questions that prompted the study in the first place.

But some of the most valuable insights come from the questions we didn’t know we needed to ask.

That is especially true in qualitative research. An interview guide may outline the topics we expect to explore, but a conversation rarely follows a perfectly predictable path. A customer might mention a challenge that wasn’t previously on the radar. Several participants may independently raise the same concern. Or something historically viewed as a major strength may no longer carry the same weight.

Making room for discovery

A clear research plan gives us direction, but it’s just as important to remain open to where the conversation leads. What comes up naturally in an interview can sometimes tell us just as much as the questions we planned to ask. And when the same themes begin to surface across multiple conversations, they may point us toward something we hadn’t initially set out to explore. What we learn should influence what we ask next.

Research should evolve with the people we study

This becomes even more important in ongoing research programs. Customer and employee perceptions are not static. Expectations change. New competitors enter the picture. Organizational priorities shift. A recurring frustration may improve, while something that barely registered six months ago becomes increasingly important. Maintaining some consistency across research periods is important, especially when tracking changes over time. But repeating the same study indefinitely can create its own blind spots. If the people we are studying are changing, research should be flexible enough to change with them. That means balancing consistency with curiosity and uncertainty: continuing to measure what matters while remaining open to the possibility that what matters has changed.

Market research gives us a framework for reducing uncertainty, but eliminating uncertainty altogether shouldn’t necessarily be the goal. A little uncertainty keeps us curious. It gives customers room to tell us what matters to them, rather than limiting the conversation to what we have already decided matters.

CJ Andrews – Research Manager

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