Questions grounded in the role
Focus on responsibilities and skills from the job description instead of relying on a generic question list.
AI Interview KitAI Interview Kits.
AI Interview Kits.
Built Around Your Role.
Turn a job description into structured interview questions, follow-ups and evaluation criteria. Mirraa helps your team prepare a consistent first round, with space to edit the questions and explore each candidate’s experience.
What is an AI interview kit?
Mirraa AI Interview Kit helps recruiters prepare role-specific interview questions, follow-ups and evaluation rubrics. It gives interviewers a shared structure for gathering evidence while keeping question approval and hiring decisions with your team.
For recruiters and hiring managers preparing first-round interviews for new or recurring roles.
Follow-ups with a purpose
Explore a candidate’s decisions, contribution and results when an initial answer needs more context.
A shared evaluation rubric
Agree on what useful evidence looks like before reviewing candidates. Keep the criteria available to interviewers.
Role-specific interview preparation.
How questions lead to useful interview evidence
See how a thoughtful question becomes a useful follow-up—and how the response gives your team something concrete to discuss.
Product Designer
Scripted sample conversation. No microphone, camera, or live AI is used.
Preparation that makes space for people.Prepare questions around
Prepare questions around
the skills the role needs.
Start with the responsibilities in the job description. Use relevant questions, purposeful follow-ups and a shared rubric to explore how a candidate approaches the work.
An interview kit should guide the conversation. Not get in its way.
What makes interview questions useful?
Start with a relevant introduction, a few purposeful questions, and follow-ups that invite context. Keep the wording editable, and review the criteria with your team before using the kit.
Consistency comes from knowing what you are exploring—not expecting every person to answer in the same way.
The anatomy of a thoughtful interviewFrom interview question
From interview question
to evidence-based review.
SAMPLE DEMONSTRATION
01
The question
Give a real example somewhere to start.
“Tell me about a design decision you changed after listening to users.”
Start with an open, role-relevant question. Give the candidate room to explain the situation before narrowing in on their contribution.
Connect the question to a capability the role actually needs.02
The follow-up
Follow the thinking, not a script.
“What did you hear, and how did it change the direction you took?”
A useful follow-up fills a gap. It can clarify a trade-off, the candidate’s own action, or the evidence behind a decision without suggesting the answer.
Ask for the missing context, not a rehearsed phrase.03
The review
Make your reasoning easy to explain.
“Evidence of listening, judgement, and a clearly described contribution.”
Agree on what reviewers should look for before the round begins. Keep observations separate from conclusions, and record where more information would help.
Treat an unanswered question as uncertainty—not an automatic low score.Example questions and review notes. No live interview is generated or assessed.
A PRACTICAL NEXT READFrom job description to an interview-ready kit
How to prepare a structured interview kit
Define the role
Start with the job description, responsibilities and essential skills. Agree on what the first round needs to establish.
Prepare questions and criteria
Draft questions that ask for relevant examples. Define the evidence your team will look for in each answer.
Review the interview kit
Check the wording, follow-ups and evaluation rubric. Remove questions that do not help assess the role.
Use the evidence in review
Discuss responses against the agreed criteria. Record open questions and decide whether another conversation is needed.
AI interview kit FAQs
A structured interview kit should include the role context, an introduction, core questions, relevant follow-ups and an evaluation rubric. Agree on the essential skills and what evidence would support each criterion before using the kit.
A question bank is a collection of prompts. An AI interview kit brings questions, follow-ups and evaluation criteria together around a specific role. Your team still needs to review the draft for relevance, clarity and appropriate wording.
The Mirraa interview-kit workflow is built around recruiter review. Refine the questions, adjust follow-ups and agree on the evaluation criteria before using the kit. The examples on this page demonstrate the intended structure.
An approved structure can be a useful starting point for repeat hiring. Review the responsibilities, seniority and essential skills for the new opening, then update questions and criteria wherever the requirements have changed.
No. Shared questions and criteria can support consistency, but they do not eliminate bias. Teams still need to review question relevance, provide appropriate accommodations and assess evidence carefully.
No. The interactive examples use sample questions and responses. Request a demo to discuss the interview-kit workflow and confirm the capabilities available for your team.
Explore the connected hiring workflow.
Prepare your next interview around the role.
Explore questions, follow-ups and review criteria with the Mirraa team.