Interviewers don't invent questions. They pull from a bank of 30–50 category questions the hiring team has agreed on. An AI interview question generator predicts that bank with surprising accuracy — because the underlying skills, seniority, and JD wording tell it what to weight. The result: 15 questions that cover 80% of what you'll be asked.
What the generator produces
- 10–15 role-weighted questions. Behavioural, situational, and technical, tuned to seniority.
- Category tags. Leadership, conflict, ambiguity, technical depth, cross-functional, strategic.
- STAR answer templates. A skeleton answer for each question — situation prompt, task prompt, action verbs to consider, result frame.
- Difficulty rating. Screening call vs onsite vs panel — different questions get weighted.
The most predictable question categories
- Tell me about yourself. 100% chance. See tell me about yourself.
- Why this company / why this role. 80% chance. Prep specifics.
- A time you led / handled conflict / failed. Any behavioural round.
- A technical / craft question specific to the role. Onsite and panel.
- "Do you have questions for us?" Always. Have 3 ready.
- Strengths and weaknesses. See weakness question.
Question banks by role
How to prep with the generated set
- Generate 15 questions from your JD.
- Draft answers for the top 8 in 30-second, 60-second, and 90-second versions.
- Run the answers through the answer generator for STAR-score feedback.
- Practise out loud until each 60-second version feels natural.