UX Research Plan Generator — illustrative example INPUT Decision: whether an import-review screen needs a separate approval step. Plan an exploratory study with five catalog managers using a sample comparison task. Understand review behavior and ownership; do not claim statistical representation. RESULT Question: where do reviewers check changes, and who is responsible for approving them? Participants: five catalog managers with relevant review experience. Activity: observe a sample comparison, then ask how approval works in their normal process. Record: missed changes, expressed uncertainty and handoff responsibilities. Analysis: compare patterns and preserve contradictory cases. Decision use: assess whether a separate approval step addresses an observed problem or whether clearer review cues should be explored first. Limit: exploratory evidence, not a representative failure-rate estimate. REVIEW Choose the research method around a decision the team needs to make. A broad desire to understand users is not a sufficient study scope. This is a teaching example, not a live execution record.