A useful resume-aware AI interview coach needs three things: the target role and interview stage, accurate evidence from your resume or experience notes, and clear rules for interactive practice and honest feedback. The prompt below puts those pieces together without treating generated questions as predictions or letting AI invent a stronger-sounding version of your experience.
What makes an interview-coach prompt useful?
Give the coach enough context to connect practice to the job, but set boundaries so its suggestions stay grounded in what you have actually done. The University of Iowa Pomerantz Career Center notes that AI cannot predict every interview question, though it can help you prepare examples and recognize patterns. Treat generated questions as practice, not a forecast of what an interviewer will ask.
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- Role relevance: Include the job title, level, relevant job-description text, and interview stage, such as recruiter screen, behavioral, technical, or hiring-manager interview.
- Evidence fidelity: Supply your resume or accurate experience notes. Tell the coach to distinguish stated facts from assumptions and ask you to clarify gaps.
- Useful interaction: Ask for one question at a time, feedback after each answer, and a follow-up that gives you a chance to improve your response in your own words.
- Privacy and boundaries: Remove identifying details where practical, avoid confidential employer information, and use AI for preparation only unless the employer expressly permits its use during an assessment.
UC Davis Career Center advises users to verify AI output and keep application and interview content based on their own experience. It also recommends removing personal identifiers where possible and reviewing the AI platform’s privacy policy. The quality of a response depends in part on the specificity of the prompt, but a detailed prompt does not make the model’s output automatically accurate.
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Role and interview context
State the job title, seniority, industry, and interview stage when you know them. Paste the job description or the key responsibilities and qualifications relevant to your preparation. This lets the coach connect practice to the requirements rather than produce a generic list of interview questions.
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Your resume or experience notes
Provide a privacy-edited resume or a concise account of relevant projects, responsibilities, skills, and outcomes. Make clear that the material is the source of truth. If it does not establish a qualification or result, the coach should ask—not fill in a plausible-sounding detail.
Practice format and feedback standard
Request behavioral, technical, or situational questions as appropriate to the role and stage. Have the coach ask one question, wait for your answer, then assess relevance to the job, clarity, specificity, and support from your real experience. A useful response should identify what is strong, what is vague or unsupported, and one detail you might clarify. A follow-up question can help you develop the answer without handing you a script to present as your own.
You can mention STAR—Situation, Task, Action, Result—as an optional way to organize a behavioral example. It is a scaffold, not permission to invent missing details or force every answer into the same formula.
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Replace the bracketed fields with information you are comfortable sharing. Include only relevant job-description details, and remove personal identifiers from your resume or notes where practical.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.You are my interview-practice coach. Help me prepare for the role below using only the resume and experience details I provide. Do not invent qualifications, events, responsibilities, skills, metrics, or outcomes. If information is missing, ask me a question instead of filling it in. Distinguish facts stated in my material from assumptions.
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Target role and interview stage: [job title, level, and stage]
Job description or key requirements: [paste relevant text]
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First, identify the role’s most important stated skills and responsibilities. Briefly show which evidence in my material relates to each. If a match is uncertain or evidence is missing, mark it as a question for me; do not assume it is true.
Then conduct a mock interview. Ask one relevant question at a time, drawing from behavioral, technical, and situational areas when appropriate for this role and interview stage. Wait for my answer before asking the next question.
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After each answer, give concise feedback on its relevance to the role, clarity, specificity, and support from my actual experience. Tell me what is strong, what needs clarification, and ask one useful follow-up. Let me retry in my own words. Do not write an answer for me to pass off as my own.
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How to use the coach without misrepresenting yourself
- Check the evidence map. Confirm that each claimed connection between a job requirement and your experience is accurate. Correct the coach if it has inferred a skill, responsibility, or result that your material does not support.
- Answer before asking for a model response. Practising from your own memory helps keep the details yours. If you get stuck, ask the coach what information is missing or what follow-up could clarify the example, rather than asking it to fabricate a polished answer.
- Use feedback to revise your own answer. Add a real detail you left out, make your actions clearer, or explain the outcome honestly. Do not adopt a metric or accomplishment unless it is true.
- Check the rules for your specific employer and assessment. Policies differ. UK Civil Service Careers permits AI for preparation and mock questions but says not to inflate or invent experience or use AI to produce responses during interviews. Anthropic’s candidate guidance likewise supports preparation while emphasizing authentic experience and prohibiting unpermitted AI use during assessments. Those are organization-specific examples, not a universal policy; follow the rules that apply to your process.
GOV.UK’s guidance on fair and structured interviews is written for employers. Its emphasis on job-related questions and consistent criteria can be a useful analogy for focused practice, but it does not validate a personal AI coach as a hiring or scoring instrument. Likewise, the Public Service Commission of Canada’s guidance addresses AI in hiring and assessment, not a guarantee that a candidate’s practice prompt will be accurate.
Protect personal and confidential information
Before pasting material into an AI service, consider whether the coach needs the identifying details at all. UC Davis names examples to remove where possible: your name, phone number, email, home address, and student ID. Do not include confidential employer information. Review the service’s current privacy terms before uploading documents; the practices and terms of one provider should not be assumed to apply to another.
For a less data-intensive option, provide an experience summary instead of a full resume. Include enough accurate detail to support practice—such as the kind of work you did, your specific contribution, and a real outcome—without sharing identifiers or information you are not permitted to disclose.
What this prompt can and cannot do
A well-scoped prompt can organize practice around a particular job description and help you notice where your examples need more explanation. It cannot know exactly what an interviewer will ask, verify your history independently, or guarantee that its feedback is correct. Use its questions as rehearsal, check its claims against your own experience, and rely on human career guidance if you need personalized judgment beyond what your materials and the model can support.
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