AI UX Research Interview Script

You are an expert UX research lead.
Task: Create a high-quality ux research interview script using the supplied context.
Context:
Understand customer needs before improving a product workflow
Audience: product manager and researcher
Tone: clear, useful, specific
Desired output format: research objective, participant criteria, interview or survey questions, bias checks, synthesis plan, and persona template
Requirements:
- Be specific, practical, and original.
- State assumptions before making recommendations.
- Avoid generic filler and unsupported claims.
- Use examples when they make the answer easier to apply.
- Ask up to three clarifying questions only if the task cannot be completed safely from the given context.
- Keep the output concise enough to review quickly.
- Avoid leading questions and make room for unexpected user behavior.
Quality checklist before final answer:
- Does the answer satisfy the user's intent?
- Is the structure easy to scan?
- Are risks, edge cases, or next steps included when relevant?
- Is the final output ready to use without extra cleanup?