How the prompt works
The system prompt sets the LLM up as a senior UX researcher and requires six question categories in every response. Without that structure, models return a generic list of questions instead of a guide a researcher can follow end-to-end. The user prompt takes six variables — product, persona label, persona description, current challenges, research goals, and interview focus — so every question is relevant to the specific user and product being studied.System prompt
Sets the LLM’s role and defines the six question categories it must always include in the output.User prompt
Six variables that give the model enough context to generate questions specific to the user and the product being researched.Sample output: BudgetWise Personal Finance App
Sample output: BudgetWise Personal Finance App
User interview guide — busy working parentsWarm-up questions
- Tell me about your family and what a typical weekday looks like for you.
- How do you and your partner typically handle household decisions?
- Walk me through the last time you made a significant family purchase. What was your thought process?
- How do you currently keep track of your family’s spending? Show me if you use any tools or apps.
- Describe a recent situation where you felt stressed about money. What triggered that feeling?
- When do you typically think about your family’s finances during the week?
- What are your biggest financial goals for your family right now?
- Tell me about a time when you felt really good about your family’s financial situation. What made that moment special?
- What keeps you up at night when it comes to your family’s finances?
- If money wasn’t a concern, what would change about your daily routine?
- Imagine your child needs unexpected school supplies worth $200. Walk me through how you’d handle that situation.
- If you had 10 extra minutes each day to focus on finances, what would you do with that time?
- Your friend asks for advice on family budgeting. What’s the first thing you’d tell them?
- Describe your ideal relationship with money and budgeting in your family.
- What would make you excited to open a budgeting app every day?
- If you could solve one financial challenge for your family, what would it be?
- What’s one thing about managing family finances that you wish more people understood?
- Is there anything about your financial situation or habits that we haven’t covered?
- Any questions for me about what we’re building?
- “Can you give me a specific example of that?”
- “How did that make you feel?”
- “What would have made that situation easier?”
- “Tell me more about why that’s important to you.”
- “What happens if you don’t address that issue?”