Why most interview preparation fails
The most common preparation mistake is studying generic lists of interview questions. 'Tell me about yourself' and 'What is your greatest weakness' are important, but they represent a small fraction of what you will be asked. The majority of questions in a structured interview are role-specific: they reference the skills listed in the job description, scenarios you might face in this position, and challenges the team is currently navigating. Generic preparation leaves you underprepared for the specific conversation you will actually have.
The STAR method: your answer framework
Every behavioral interview question should be answered using the STAR framework: Situation (briefly set the context), Task (describe your specific responsibility), Action (explain what you did and why), Result (quantify the outcome). Example question: 'Tell me about a time you managed a project under a tight deadline.' Poor answer: 'I worked hard and we got it done.' STAR answer: 'In Q3 2023 (Situation), I was tasked with leading a product launch after our lead engineer left unexpectedly (Task). I rebuilt the sprint plan, reduced scope to core features, and coordinated daily standups with 3 teams (Action). We shipped 2 days before the deadline and acquired 500 customers in the first week (Result).' Practice until STAR becomes automatic.
How AI generates role-specific questions
Launch CV's Interview Prep reads your resume and the target job description and generates questions in 5 categories: Behavioral (from your own experience), Technical/Role-Specific (pulled from JD requirements), Company & Culture (based on company values and mission), Situational (hypothetical role-relevant scenarios), and Curveballs (common tricky questions like 'What's your greatest weakness'). Each question is scored when you answer it, with feedback on Clarity, Relevance, Impact, and STAR structure. The AI also provides a model answer so you can benchmark your response.
A 3-day interview preparation plan
Day 1 — Research: Read the company website, LinkedIn, Glassdoor reviews, and recent news. Write down 3 things you genuinely find interesting about the company. Day 2 — Practice: Run through 10–15 AI-generated questions. Record yourself on video if possible. Review your STAR answers and improve the weak ones. Focus on quantifying outcomes. Day 3 — Simulate: Do a full mock interview with the AI — answer 5–7 questions without pausing or editing. Review the feedback and identify your 2–3 weakest areas. Prepare 5 questions to ask the interviewer.
Questions to ask the interviewer
Asking good questions signals preparation and genuine interest. Avoid questions you could have answered with 10 minutes of research. Strong questions: 'What does success look like for this role in the first 90 days?', 'What are the biggest challenges the team is currently navigating?', 'How does this team typically collaborate with [adjacent team]?', 'What do the most successful people in this role have in common?'. Avoid: 'What does your company do?', 'What are the hours?', 'How soon can I be promoted?'