Most interview prep advice tells you to research the company, practice common questions, and prepare examples from your experience. Solid advice. The problem is execution — doing all of it well, in the time most people actually have before an interview.
AI does not change what good preparation looks like. It compresses the time it takes to get there. Here is the exact process, with every prompt I used.
One Rule Before You Start
Do not use AI-generated answers verbatim in your interview. Interviewers notice immediately, and they will ask follow-up questions that expose you. The goal is to use AI to think more clearly and practice more efficiently, not to memorize scripts. Keep that in mind through every step below.
Step 1. Build a Company Intelligence Brief in 10 Minutes
Most candidates walk into interviews knowing the company’s product and maybe a recent news item. Interviewers can tell immediately. Paste the job description and any public company information into Claude and use this prompt:
“Based on this job description, help me understand: (1) What is the core problem this company is trying to solve? (2) What does success look like in this specific role in the first 90 days? (3) What are the three most likely challenges someone in this position would face? (4) What business metrics would this role be expected to move? Give me honest analysis, not a promotional summary.”
The output gives you a framework for every answer you give. When you understand what the company actually needs, not just what the job posting says, your answers land differently.
Step 2. Generate Role-Specific Interview Questions
Generic interview prep uses generic questions. Those will come up, but they are not where interviews are won or lost. Ask Claude to generate questions specific to your role:
“You are an experienced hiring manager interviewing for this position: [paste job description]. Generate 15 interview questions you would actually ask, including behavioral, situational, and technical questions that would reveal whether someone is genuinely qualified. Focus on questions that expose real differences between strong and weak candidates, not questions everyone can answer with a polished script.”
The questions Claude generates for a senior product manager look nothing like the ones for a sales engineer. That specificity is what you want.
Step 3. Build Your STAR Answer Bank
Pick the five most important questions from the list. For each one, build a STAR answer using your actual experience. Use this prompt:
“Help me build a strong STAR answer for this interview question: [paste question]. My relevant experience includes: [describe briefly what you have]. Ask me clarifying questions if you need more detail about what I actually did, the specific results, and the context. Then help me structure a response that is under two minutes when spoken aloud and leads with the result rather than the background.”
The “ask me clarifying questions” part is important. Claude asking you what actually happened pulls out specific details you would have forgotten to include. Those details are what make answers believable.
Step 4. Run a Mock Interview
This is the step most people skip because it feels uncomfortable. Do it anyway.
“I want to do a mock interview for the position of [role] at [company type]. You will play the interviewer. Ask me one question at a time and wait for my full answer before asking the next one. After each answer, give me honest feedback on: (1) Was my answer specific enough, or too vague? (2) Did I actually answer what was asked, or did I drift? (3) What one thing would make this answer stronger? Start with the first question.”
Say your answers out loud before typing them. The act of speaking catches things you would not notice otherwise — filler phrases, answers that go on too long, moments where you lose the thread.
Step 5. Pressure-Test Your Weak Points
After the mock interview, ask Claude to identify the question you answered worst and drill specifically on that:
“Looking at my answers so far, which one was weakest and why? Now give me three follow-up questions an interviewer might ask specifically to probe the weakness in that answer. I want to practice handling the tough follow-up, not just the initial question.”
Real interviews do not end at the first answer. A good interviewer follows up on anything vague. Practicing the follow-up is where most people fail and where this process pays off most.
Step 6. Prepare Questions to Ask the Interviewer
The questions you ask at the end signal how seriously you thought about the role. Generic questions — “What does a typical day look like?” — signal that you did not think very hard.
“Based on this role and company, what are five questions I could ask the interviewer that would demonstrate I have genuinely thought about this position? Specifically, questions that give me useful information about fit and that signal to the interviewer I am thinking about this the right way.”
Pick two or three that feel natural to you. Do not ask all five. You are having a conversation, not running through a checklist.
Step 7. Final Prep the Night Before
The night before, spend 20 minutes on this prompt:
“Tomorrow I am interviewing for [role] at [company type]. Based on everything we have covered, give me: (1) The three things I most want to communicate in this interview, (2) The one story from my experience that is most relevant to what they need, and (3) The one thing I should be careful not to do based on how I performed in our practice sessions.”
Read it once. Sleep. Do not over-prepare the morning of.
What AI Cannot Do Here
AI can help you prepare. It cannot interview for you, and it cannot create experience you do not have.
The candidates who use this process well use it to surface and organize what they already know — to find the right story for each question, to practice articulating things they have done but never explained out loud, to anticipate the hard follow-up before it happens.
The ones who use it badly try to use AI-generated answers directly. Interviewers ask follow-up questions. Scripted answers fall apart immediately under follow-up because there is nothing behind them.
Use the process. Do the work. Show up as yourself, better prepared.