AI Interview Prep Toolkit  ·  Paul Sullivan
Interactive Prompt Toolkit

Practice interviews with AI
and stop freezing up.

A complete library of AI prompts — organized by question type, ready to copy, with coaching notes on what to do with every response.

How to use this toolkit: Copy any prompt and paste it into ChatGPT, Claude, or any AI assistant. The AI plays the interviewer — your job is to practice answering out loud. Use the Builder to generate a custom prompt for a specific role, or use Practice Mode to simulate the unpredictability of a real interview. Come back the day before. Then do it again.
Category 01

Opener Questions

The first questions in any interview feel like warm-up. They are not. These prompts help you build and refine the answers that create your first impression.

Tell Me About Yourself
"Tell me about yourself" — build and refine your answer
You are a senior recruiter conducting a job interview. Ask me to "tell you about myself" and then give me direct, honest feedback on my answer. Evaluate: (1) Did I follow a clear Past → Present → Future structure? (2) Did I stay under 90 seconds? (3) Did I close with a specific connection to the role? (4) What felt generic or skippable? Be direct — I want to improve, not be reassured. After your feedback, ask me to try again incorporating your notes.
Practice this until it lands cleanly in 90 seconds. The closer is the hardest part — "which is why I'm here" needs to reference something specific about the company, not a generic statement about growth.
Test your opener for generic language
I'm going to give you my "tell me about yourself" answer. Your job is to identify every sentence that could have been said by any candidate — anything generic, any adjective without evidence, any claim without a specific example. Mark each one and suggest a replacement that's specific to me. Here's my answer: [PASTE YOUR ANSWER]
Replace [PASTE YOUR ANSWER] with your actual draft. Every sentence the AI flags is a sentence that isn't doing work for you.
Why This Role / Why This Company
Practice "Why are you interested in this role?"
You are a hiring manager who has heard "I've always been passionate about this industry" from the last fifteen candidates. Ask me "Why are you interested in this role?" and give me blunt feedback on whether my answer sounds researched or generic. Tell me specifically what would have made you lean forward versus tune out. Ask me to try again if my first answer doesn't demonstrate specific knowledge of the company or role.
Before using this prompt, do your research first — recent news, job description language, company priorities. An answer that references something specific always beats one that references something general.
Practice "Why are you leaving your current role?"
You are an experienced recruiter. Ask me "Why are you leaving your current role?" and flag any of the following red flags in my answer: (1) criticism of my current employer, manager, or team, (2) answers that focus on what I'm running away from rather than what I'm moving toward, (3) answers that sound rehearsed or evasive. Give me honest feedback and ask me to rework any part that raised a flag.
The answer is always forward-focused. What you're moving toward, not what you're escaping.
First Impression Drills
Full opener sequence — back to back
You are conducting the opening ten minutes of a job interview. Ask me these four questions back to back, letting me answer each one fully before moving on: (1) Tell me about yourself. (2) Why are you interested in this role? (3) What do you know about us? (4) Why are you leaving your current role? After all four, give me overall feedback on the impression I created — what worked, what felt rehearsed, and what you'd want me to improve before the real thing.
Do this sequence in one sitting without stopping to edit your answers mid-response. The goal is to simulate real conditions — including the discomfort of committing to an answer you're not sure about.
Category 02

Behavioral Questions

Every behavioral question is a request for evidence. These prompts help you build, test, and sharpen STAR-structured stories until they land with precision.

STAR Story Development
Build a STAR story from scratch
Help me build a STAR interview story. I'll describe a professional experience and you'll help me structure it into a tight, specific STAR answer — Situation (1–2 sentences), Task (1 sentence), Action (the majority of the answer), Result (quantified where possible). Push me for specifics: exact numbers, timeframes, tools used, and my specific decisions versus the team's decisions. Keep questioning me until the result section has at least one concrete metric. Here's the experience: [DESCRIBE YOUR EXPERIENCE]
Replace [DESCRIBE YOUR EXPERIENCE] with a rough description of what happened. Don't over-edit it first — let the AI help you find the structure. The Result is usually undersold; let the AI push you.
Audit an existing story for weaknesses
I'm going to give you a STAR interview answer I've prepared. Audit it for these specific problems: (1) Is the Situation too long? (2) Does the Action section use "we" instead of "I" — hiding my specific contribution? (3) Is the Result vague, missing numbers, or missing entirely? (4) Does the answer run over two minutes if spoken at a normal pace? Flag each issue and rewrite the weakest parts. Here's my story: [PASTE YOUR STORY]
The two most common problems: too much Situation, not enough Result. If the AI flags both, fix the Result first — it has the biggest impact on how the answer lands.
High-Stakes Behavioral Questions
Practice: "Tell me about a time you failed."
You are a senior hiring manager. Ask me "Tell me about a time a project or initiative failed." After I answer, evaluate: (1) Did I choose a real failure or a thinly disguised success? (2) Did I take honest ownership, or redirect blame? (3) Was the "what I learned" section specific and credible, or generic? (4) Did I explain what I did differently afterward? Tell me directly if my answer would raise concerns. Then ask me a follow-up probing question a real interviewer would ask.
Most candidates underprep this question. The follow-up question the AI asks is usually the real test — have a deeper version of the story ready.
Practice: Conflict and disagreement
You are a hiring manager. Ask me "Tell me about a time you disagreed with your manager or a colleague and how you handled it." After I answer, flag if: (1) My story casts the other person as entirely unreasonable, (2) I sound like I capitulated to avoid conflict rather than engaging with the disagreement, (3) I don't demonstrate that I can commit to a direction even when I disagree, (4) The ending makes me sound arrogant. Give me specific feedback and ask me a probing follow-up.
The ideal story ends with "disagree and commit" — you raised your concern clearly, listened, and then fully committed to the agreed direction. Stories where you were vindicated are less compelling than stories where you learned something from both sides.
Practice: Leading without authority
Ask me "Tell me about a time you had to influence someone without direct authority." After I answer, evaluate whether my story demonstrates: (1) That I understood what the other person cared about before trying to persuade them, (2) That I built a case aligned with their priorities, not just mine, (3) That the outcome was genuine buy-in rather than reluctant compliance. If my answer focuses only on what I said rather than how I listened, flag it. Ask a probing follow-up.
The strongest answers to this question show you did diagnostic work before trying to persuade. "I first tried to understand what mattered to them" is more credible than "I made a compelling case."
Practice: Working under pressure
Ask me "Tell me about a time you had to meet a tight deadline under significant pressure." After I answer, tell me if I sound like I just worked harder and longer (effort without strategy) or if I demonstrate actual decision-making — what I deprioritized, how I communicated with stakeholders, and whether quality held. The trap answer is "I just pushed through it." Flag this if it appears. Ask me what I specifically chose NOT to do and why.
Interviewers want strategic thinking, not endurance. What you chose to deprioritize — and why — is often more revealing than what you delivered.
Full Behavioral Drill
10-question behavioral rapid-fire session
You are an experienced interviewer. Give me 10 behavioral questions one at a time — don't move to the next until I've answered the current one. Cover: failure, conflict, pressure, leadership, initiative, change, influence, achievement, feedback, and collaboration. After each answer, give me a one-sentence verdict: strong, acceptable, or weak — and one specific thing to improve. Keep the session moving. Go.
Do this the week before an interview, not the night before. You want to find the gaps while you still have time to build better stories, not at 11pm the night before.
Category 03

Competency Questions

These questions assess how you think and operate. Vague answers cost you — the absence of a specific example reads as the absence of the competency itself.

Self-Awareness & Growth
Practice: "What is your greatest weakness?"
You are a senior hiring manager who has heard "I'm a perfectionist" approximately ten thousand times. Ask me "What is your greatest weakness?" and immediately flag if my answer: (1) Uses "perfectionist" or "I work too hard," (2) Claims I have no significant weaknesses, (3) Describes a weakness without any specific action taken to address it, (4) Chooses a weakness so trivial it's not credible. Hold the bar high. If my answer passes, tell me what made it work. If it doesn't, tell me exactly why and ask me to try again.
The formula that works: Name the weakness → context for why it developed → specific actions taken → evidence of improvement. All four parts need to be present.
Practice: "How do you handle constructive criticism?"
Ask me "How do you handle constructive criticism?" and flag if my answer stays abstract — if I say I "welcome feedback" without a specific story of feedback that changed my behavior. Push me for: what the feedback was, why it stung, and exactly what I did differently as a result. The word you're looking for is "specifically." If I don't use it naturally, prompt me for it.
Generic answers ("I take feedback on board and work on improving") are forgettable. The specific story — including that it stung a little — is what makes the answer credible.
Systems & Thinking
Practice: Prioritization under pressure
Ask me "How do you prioritize when everything feels urgent?" and evaluate whether I describe an actual system or just say "I make a list." Push me to explain: what criteria I use to distinguish urgent from important, how I handle genuine conflicts between competing priorities, and how I communicate when something has to slip. If my answer sounds reactive rather than systematic, tell me directly and ask me to rebuild it.
"I make a to-do list" is not a system. A system has criteria, communication protocols, and handles the case where two things are equally urgent. Make sure yours does.
Practice: Problem-solving approach
Ask me "Walk me through how you approach a problem you've never faced before." Listen for whether I describe a structured approach or say "I just figure it out as I go." Push me to be specific about: how I define the problem, what I do when I don't have enough information, who I consult, and how I test before committing. Ask me to give a real example from my career where I used this process.
Even if your actual process is intuitive, give it structure when you describe it. "I figure it out as I go" reads as disorganized regardless of how good your outcomes are.
Practice: 90-day plan
Ask me "What does success look like to you in the first 90 days of this role?" and evaluate whether my answer demonstrates both ambition and humility. Flag if: (1) I overpromise ("I'll turn things around in the first month"), (2) I underpromise ("I'll just be learning"), (3) I don't show a clear progression from listening → contributing → delivering. If my answer doesn't have a specific early win by day 90, ask me what that win would be.
The 30-60-90 structure works: Listen and learn (days 1–30), identify and contribute (31–60), deliver and plan (61–90). Most candidates collapse these phases. Keep them distinct.
Work Style & Motivation
Practice: "How would you describe your work style?"
Ask me "How would you describe your work style?" and flag every abstract adjective I use — "detail-oriented," "collaborative," "flexible." For each one, ask me: "What does that actually look like on a Tuesday afternoon?" Push me to replace adjectives with behaviors. Keep going until my answer describes what I actually do rather than what I consider myself to be.
The difference between "I'm detail-oriented" and "I map the full scope before diving in so I can anticipate blockers early, then hold the plan loosely when new information comes in" is the entire difference between a forgettable answer and a memorable one.
Practice: "What motivates you?"
Ask me "What motivates you?" and check whether my answer is calibrated to the kind of role I'm interviewing for, or whether I'm describing motivation that doesn't match what the role actually offers. Ask me to connect my stated motivation to a specific example from my career. If I say "I'm motivated by growth" but can't point to something concrete I did to pursue it, flag that disconnect.
If you say "I'm motivated by rapid advancement" and you're interviewing at a stable, methodical company — that's a misalignment flag that registers even if nothing is said aloud.
Category 04

Curveball Questions

These questions test character and self-awareness. Most candidates stumble not because the questions are hard, but because they're emotionally unprepared for real honesty.

Self-Reflection Under Pressure
Practice: "Where do you see yourself in 5 years?"
Ask me "Where do you see yourself in five years?" and flag if my answer sounds like a flight risk, lacks ambition, or sounds unrealistic for the role I'm applying for. The two wrong answers are "I just want to find somewhere stable to settle in" (reads as lacking ambition) and "I'd love to be in your role" (awkward). Push me for an answer that shows genuine forward trajectory tied to growth available through this specific role.
Frame ambition as something to be earned through results, not something you expect on a schedule. "I want to move into leadership by demonstrating X and Y" lands better than "I expect to be managing a team within two years."
Practice: "What would your manager say about you — honestly?"
Ask me "What would your current or most recent manager say about you — honestly?" Flag if my answer is entirely positive with no self-aware acknowledgment of an area for development. Push me for a balanced answer: what they'd genuinely praise, what they'd flag as something to improve, and how I've addressed that. If I have language from an actual performance review, encourage me to use it — specificity makes this answer credible.
An entirely positive self-assessment reads as low self-awareness. A balanced answer — praise plus a real development area plus what you've done about it — is far more credible and more memorable.
Practice: "What's the most difficult feedback you've received?"
Ask me "What's the most difficult feedback you've ever received?" and push me past generic answers. If I give a safe answer ("someone told me I could communicate more clearly"), ask me to give you the version that actually stung. Then ask: what did you do with it, and how are you different because of it? The more specific and honest the answer, the more it works. Generic safety is forgettable.
The fact that it was difficult is what makes it credible. If the feedback sounds easy or minor, it doesn't land as "most difficult." Choose something real.
Practice: "If you could change one thing about your career path?"
Ask me "If you could change one thing about your career path, what would it be?" and check that my answer: (1) Chooses something genuine rather than something designed to make me look good, (2) Frames it as learning rather than regret, (3) Connects subtly to why this role is the right move now. If my answer sounds like a humblebrag or drifts into regret without insight, flag it and ask me to reframe.
The closing connection to the present is what separates a reflective answer from a merely honest one. "Which is part of why this role appeals to me" earns the honesty that precedes it.
Handling the Unexpected
Practice: Questions you don't know the answer to
Ask me three technical or role-specific questions in a row that I might not know the answer to. After each one, evaluate whether I: (1) Acknowledged the gap clearly and without over-apologizing, (2) Pivoted credibly to related experience or transferable thinking, (3) Sounded like I was bluffing. The goal is to practice the response "I haven't worked with that specifically, but here's how I'd approach it..." — which is always stronger than a confident-sounding guess. Use questions appropriate for [JOB TITLE/FIELD].
Replace [JOB TITLE/FIELD] with your target role. Interviewers who catch bluffing lose trust permanently. Interviewers who see you acknowledge a gap and pivot with intelligence see someone they can work with.
Category 05

Compensation Questions

Most candidates handle salary conversations badly — usually by naming a number too early or giving a range they'd be unhappy with at the bottom. These prompts help you practice the strategy.

Salary Negotiation Practice
Practice deferring the salary question
You are a recruiter on an initial screening call. Ask me "What are your salary expectations?" and push back when I try to defer — say things like "We just need a ballpark" or "Our system requires a number." Practice with me until I can defer confidently without sounding evasive or uncomfortable. The goal is to say "I'd love to understand more about the full scope before we discuss numbers — can we come back to that?" and hold that position naturally under pressure.
The fundamental rule: whoever names a number first is at a disadvantage. Deferring is a legitimate professional response. Practice until it feels natural, not defensive.
Practice giving a range when pushed
You are a recruiter who has pushed back on my deferral and is insisting on a number. I'm going to give you a salary range. Tell me: (1) Does it sound researched or arbitrary? (2) Would you as a recruiter be concerned that I set the floor too low? (3) Does the range feel confident or apologetic? Coach me on delivery — the same number said confidently lands differently than the same number said with uncertainty. My range is: [YOUR RANGE]
Never give a range you'd be unhappy with at the low end. Recruiters often anchor to the bottom of your stated range. Set your floor at your genuine minimum, not a polite number.
Practice: "Are you interviewing elsewhere?"
Ask me "Are you currently interviewing with other companies?" and coach me on giving an honest answer that creates appropriate urgency without sounding desperate. I should acknowledge that I'm exploring opportunities without naming specific companies or revealing how far along I am elsewhere. The right tone is confident and direct: interested in this role specifically, while also being someone worth moving on.
"I'm in conversations with a couple of other organisations, yes — but I'll be direct, this role is my top interest right now" creates appropriate urgency. It also signals that you're employable, which is its own form of social proof.
Category 06

The Questions You Ask Them

When the interviewer asks "Do you have any questions?" — the interview is not over. These prompts help you practice asking sharp questions and handling the answers they produce.

Developing Your Questions
Generate role-specific questions from the job description
I'm going to paste a job description. Based on it, generate 8 high-signal questions I could ask my interviewers — questions that only someone who actually thought carefully about this role would ask. Avoid questions I could have answered by reading the website. Include at least one about what "exceptional" looks like in the role, one directed personally at the interviewer, and one about the team's biggest current challenge. Here's the job description: [PASTE JOB DESCRIPTION]
Use this a few days before the interview, not the morning of. Review the list, remove any that feel generic, and prioritize the ones you're most genuinely curious about.
Audit your prepared questions for quality
I'm going to give you the questions I've prepared to ask in my interview. For each one, tell me whether it's: (1) High-signal — shows genuine engagement and would be hard to Google, (2) Acceptable — fine but forgettable, or (3) A mistake — signals poor research, premature negotiation, or low interest. Flag any that would hurt rather than help me. Here are my questions: [PASTE YOUR QUESTIONS]
Remove every question in category 3 immediately. A question that signals you didn't research the company is worse than no question at all.
The Most Important Question
Practice asking: "Is there anything that gives you pause?"
You are a hiring manager at the end of an interview. I am going to ask you "Is there anything about my background or the conversation today that gives you pause? I'd love the chance to address it." Give me one realistic concern a hiring manager might have based on a typical candidate profile — a gap, a title mismatch, a missing skill — and let me practice addressing it directly and confidently. Then tell me if my response would have resolved the concern or left it open.
Ask this question last, every time. Most candidates are too afraid to ask it. The ones who do often get to address a concern that would otherwise have quietly eliminated them.
Custom Prompt Generator

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Practice Mode

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