UX Research Planner
Choose evidence that can answer the decision.
Generate a right-sized plan, run the study and preserve observation, synthesis, decisions and limitations in one working document.
Decision-first
Start with what must change.
Recruitment-aware
Adapt to access you actually have.
Risk-calibrated
Raise evidence for costly mistakes.
Limitations visible
Keep uncertainty in the report.
Decision inputs
Plan around the decision—not a favourite method.
Your plan will explain the trade-off.
UtilityHub recommends the smallest credible study and keeps the limits visible, so weak evidence is never dressed up as certainty.
Before release