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AI Interview Question Generator

Generate role-specific interview questions with model answers, follow-up probes, and scoring rubrics. Built-in question library for developer, designer, product manager, sales, and marketing roles across behavioral, technical, situational, and culture-fit categories. Each question ships with a sample strong answer, follow-up probes, red-flag notes, and a 0-5 scoring rubric. Candidate practice mode grades your answer against the rubric, difficulty mix control, tech-stack tags, export to Markdown/JSON/CSV/text, saved question banks (localStorage), history (last 20), and shareable URL. 100% client-side — optional BYO-key LLM enhancement.

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About AI Interview Question Generator

Generate role-specific interview questions with model answers, follow-up probes, and scoring rubrics. Built-in question library for developer, designer, product manager, sales, and marketing roles across behavioral, technical, situational, and culture-fit categories. Each question ships with a sample strong answer, follow-up probes, red-flag notes, and a 0-5 scoring rubric. Candidate practice mode grades your answer against the rubric, difficulty mix control, tech-stack tags, export to Markdown/JSON/CSV/text, saved question banks (localStorage), history (last 20), and shareable URL. 100% client-side — optional BYO-key LLM enhancement. Everything runs locally in your browser — your data never leaves your device.

How to use

  1. Enter your input in the tool above.
  2. Adjust any options to your preference.
  3. Use the Copy or Download buttons to save the result.
  4. Everything happens locally — your data never leaves your browser.

FAQ

How does the AI Interview Question Generator work?

Pick a role (developer, designer, product manager, sales, marketing) and a seniority level (junior, mid, senior, lead). The tool pulls role-specific questions from a built-in library across four categories: behavioral, technical, situational, and culture-fit. Each question includes a sample strong answer, follow-up probes, red-flag notes, and a 0-5 scoring rubric. Use candidate practice mode to type your own answer and get structured feedback.

What's included with each question?

Every question has: the question text, category, difficulty (1-5), tags (e.g., 'conflict', 'system-design'), a sample strong answer (2-4 sentences), 2-3 follow-up probes to dig deeper, red-flag notes (what to watch for in weak answers), and a 5-criteria scoring rubric covering communication, depth, structure, evidence, and role-fit. Total per role: 12+ questions across all categories.

How does the candidate practice mode work?

Pick a question, type your answer in the textarea, and click 'Grade my answer'. The tool checks your answer against the rubric — it looks for the STAR pattern (Situation, Task, Action, Result) in behavioral questions, keyword coverage from the sample answer, and a reasonable length (50-600 words). You get a 0-100 score and specific feedback on what to improve. The grading is heuristic, not a real interviewer — use it as a self-check, not a hiring decision.

Can I use my own LLM API key for richer questions and feedback?

Yes. The tool builds an optimal prompt (role + seniority + category + JD if provided) and calls OpenAI or Anthropic with a key you paste — stored only in localStorage on this device. Without a key, the on-device library produces solid baseline questions fully offline. The only network call goes directly from your browser to the provider you choose.

What extra features does this tool have compared to others?

(1) 5 roles (developer, designer, PM, sales, marketing). (2) 4 categories (behavioral, technical, situational, culture-fit). (3) 4 seniority levels (junior, mid, senior, lead). (4) Sample strong answer per question. (5) Follow-up probes (2-3 per question). (6) Red-flag notes for weak answers. (7) 5-criteria scoring rubric (communication, depth, structure, evidence, role-fit). (8) Difficulty mix control. (9) Tech-stack tags. (10) Candidate practice mode with heuristic grading. (11) Saved question banks (localStorage). (12) Copy + Download (text/JSON/CSV/Markdown). (13) Optional BYO-key LLM enhancement. (14) History (localStorage, last 20). (15) Shareable URL.

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