How to prepare expert interview questions with AI
Use AI to organize interview questions from a clear goal and verified material. The tool can help with structure but should not invent an expert’s background, opinions or statements.
The example is a conversation about adopting a new tool within a team. You will prepare a flexible outline leaving room for evidence, disagreement and follow-up questions.
1. Define what the interview must clarify
Write the central question and how you intend to use the answer. Explaining a concept requires different questions from examining a project’s results.
Avoid starting with “prove the solution succeeded”. That goal already assumes the conclusion the conversation should investigate.
2. Gather confirmed context only
Separate stated roles, examined publications and documented events. Mark information still requiring confirmation from the person.
If you have not read a study, do not present AI’s interpretation as what the expert published. Use the source-checking workflow before turning a reference into a premise.
Keep the source beside each contextual note, including its date and what it actually establishes. This helps distinguish a confirmed past role from an assumption about what the person currently does.
3. Organize question types
A useful outline combines definitions, experience and limitations. Its order can change during the conversation to follow what the person actually says.
| Type | Example intention |
|---|---|
| Context | Understand the original problem |
| Process | Learn how a decision was made |
| Example | Obtain a concrete case |
| Evidence | Understand how an outcome was measured |
| Limit | Identify where a conclusion does not apply |
Google’s prompting documentation describes directing tasks through context. Here, context should support questions rather than replace the interview with simulated answers.
4. Generate a reviewable first outline
State the available duration, audience and priority subjects. Ask the tool to explain each question’s purpose so selection becomes easier.
Prepare an expert interview outline about [TOPIC].
Goal: [CENTRAL QUESTION]. Audience: [AUDIENCE].
Use only the verified facts below as context.
Create open questions about problem, process, example, evidence and limits.
For each question, explain what it should clarify and suggest a possible follow-up.
Do not attribute opinions, results or quotations to the person.
Flag assumptions I must confirm before asking.
Do not write fictional answers as if they were the interviewee’s statements.
[VERIFIED CONTEXT]The product of this stage is an outline, not interview content. Keep that distinction explicit when sharing material with the team.
5. Remove questions leading the conclusion
Replace “how much did the team improve?” with a question allowing improvement, no change or deterioration. Ask how the result was observed as well.
Review words such as “innovative”, “revolutionary” and “inevitable” when they embed an unsupported judgment. A question can be direct without anticipating praise or criticism.
6. Prepare follow-ups, not a fixed interrogation
Choose essential questions and leave others as support. When a relevant claim emerges, request an example or explanation of the method before changing subjects.
Record responses with care and permission appropriate to the context. Do not turn a preparation hypothesis into an attributed quotation after the conversation.
Common mistakes
An unchecked biography, imagined answers from the expert and repeated questions with different wording make an outline less useful. Filling the entire duration with items that leave no room for depth is another mistake.
Practice the opening questions aloud and remove any sentence that takes longer to explain than to answer. This small rehearsal can reveal jargon or assumptions that were easy to overlook in a written list.
How to evaluate the outline
Every question should relate to the central issue, permit an unanticipated answer and avoid false premises. You should be able to explain why priority items deserve time in the conversation.
For organizing the result afterward, see turning a meeting into an action plan and summarizing without distorting information.
Frequently asked questions
Can AI invent the expert’s opinions?
Do not treat assumed opinions as facts. Prepare from verified material and ask questions that allow disagreement.
Should I use every generated question?
No. Select those supporting the goal, remove repetition and leave room to follow relevant answers.
How can I request evidence without leading?
Ask about the case, method and limits of a conclusion without first asserting that the outcome was positive.