Customer research workshop / 4 MIN READ
Agree what the research could change
Connect the next research round to a real choice before recruiting anyone.
Original editorial learning framework
Editorial and source review: 6 November 2026
Research becomes theatre when the team has already chosen the answer. A short decision contract names the options, the uncertainty and the evidence that could change the choice.
What you will leave with: A one-page decision contract for a bounded research round.
Use this when
- A research request says only “understand our audience.”
- A team collects interviews but never changes the brief.
This is not a promise that one small study can settle every strategic question.
Name the decision and its deadline
GOV.UK guidance for planning a research round starts with actionable objectives and the information needed for the next decision. This lesson translates that principle into a compact contract for marketing work.
Write the choice in plain language: whether to explain a new service through a guided demonstration or a comparison page, for example. Name the person accountable for choosing and the last useful date for evidence. If the team cannot identify a choice, start with a discovery question and acknowledge that the output may be a better problem definition.
Separate uncertainty from preference
List what is known, assumed and disputed. A senior preference for video is not evidence that buyers need video. An observed support question may establish confusion without establishing which format resolves it. Keep those statements separate so the study does not quietly become a defense of the favored concept.
For each uncertainty, ask what observation would make the team revise its view. If no answer could change the decision, either the research question is wrong or the decision is already made. Resolve that honestly before asking participants for their time.
Choose a method that can answer it
Match the method to the question rather than the tool the team owns. Observing someone use a prototype can expose comprehension problems; asking whether they like an imagined experience cannot establish future adoption. Reviewing recent customer episodes can reveal barriers but not automatically estimate their prevalence.
Write the limitation beside the method. Plan recruitment around relevant experience and include people who may encounter different barriers. Agree consent, accessibility needs and secure handling before sessions. Do not collect sensitive detail merely because it might be interesting later.
Reserve time for interpretation and action
The deadline must include analysis and a decision meeting, not just the final interview. Define the deliverable as a choice supported by evidence and uncertainty, rather than a recording archive or a long deck. Give stakeholders a chance to observe without prompting participants or defending the work.
At the review, compare the findings with the original decision contract. Record what changed, what did not and why. If evidence remains inconclusive, choose the next proportionate step: a reversible trial, additional research or a delay. Do not manufacture confidence because the calendar says the study is finished.
Make the reasoning concrete.
A fictional logistics company wants interviews to “prove customers prefer a video.” The actual decision is how to explain a new collection service before a pilot launch.
Diagnosis
The proposed study assumes the format. The contract instead asks whether buyers can identify eligibility, collection timing and the required preparation using two bounded prototypes.
Review comprehension and unresolved questions before choosing production. If both prototypes fail because the service rules are unclear, fix those rules rather than declaring a format winner.
Take the questions into your next brief.
Use these prompts in your own notes. Nothing is submitted from this page.
Choice
What decision will be made, by whom and by when?
Uncertainty
What do you need to learn rather than confirm?
Disconfirming evidence
What observation could change the preferred option?
Method and limit
What can this method establish, and what can it not?
Action window
When will findings be interpreted and used?
Watch for the wrong conclusion.
- Recruiting before agreeing what the team needs to learn.
- Asking participants to endorse a preselected solution.
- Scheduling the decision before analysis can happen.
Your next action
Write the decision, uncertainty and disconfirming evidence for your next study in three sentences. Resolve contradictions before recruiting.
Sources & scope
The teaching, hypothetical exercises and recommended workflows are original editorial analysis. Linked sources support only the scoped facts identified beside them; they do not validate predicted results or endorse this framework.
- GOV.UK Service Manual: Plan a round of user research →Primary public-service research guidance · Supports: Agree actionable research objectives and what must be learned to make the next decision; the decision contract is an original marketing planning tool.