AI Interview Prep — Questions built from your CV, not from a template.
Paste your CV and the job description. Get personalized behavioural, technical, and situational interview questions — with STAR answer frameworks built from your real experience. Powered by Anthropic Claude.
3 types
Behavioural, technical, situational
STAR
Built-in answer frameworks
Your CV
Not a generic question bank
Claude AI
Anthropic powered
How it works
From CV to interview-ready in under 5 minutes.
01
Paste your CV and the job description
No file upload. Paste the text directly — the tool reads your actual experience, not a generic profile.
02
AI generates questions tailored to you
Claude analyses the overlap between your background and the role. It generates behavioural, technical, and situational questions that reflect what this interviewer is likely to ask you specifically.
03
Practice with STAR answer frameworks
Each question comes with a STAR framework built from your real CV. Edit it, practise out loud, and refine until you can answer confidently from memory.
Example output
See what personalized questions look like.
These are sample questions generated from a marketing manager CV applying for a Senior Product Marketing role. Your questions will reflect your actual experience.
Your CV mentions leading a product migration project. Walk me through how you managed stakeholder expectations when the timeline slipped. What was the outcome?
STAR Framework
Situation: Migration project behind schedule → Task: Align 4 stakeholder groups with conflicting priorities → Action: Weekly status emails, revised scope with product owner → Result: Shipped 3 weeks late with 100% feature coverage, no client escalations.
You list experience with React and performance optimization. Describe a specific rendering bottleneck you diagnosed and fixed. What tools did you use and what was the measurable impact?
STAR Framework
Situation: Dashboard loading in 4.2s on 3G → Task: Identify render-blocking components → Action: React DevTools profiler, lazy loading, memo wrappers → Result: LCP reduced to 1.8s, bounce rate down 22%.
Based on your marketing background, tell me about a campaign that underperformed. How did you diagnose what went wrong and what did you change?
STAR Framework
Situation: Q3 paid campaign at 40% of ROAS target → Task: Identify root cause within 2 weeks → Action: Cohort analysis, creative testing, audience segmentation audit → Result: Pivoted to narrower segments, recovered to 110% ROAS by end of quarter.
Why not just use ChatGPT?
Generic questions prepare you for generic interviews.
Generic AI tools
"Tell me about yourself"
"What are your biggest weaknesses?"
"Where do you see yourself in 5 years?"
Questions that apply to any candidate
No context from your actual experience
NovaProCV Interview Prep
Questions based on your specific job titles and projects
Technical questions targeting your exact tech stack
STAR frameworks built from your real achievements
Questions aligned to the specific role you're applying for
Updated every session based on latest CV + JD
FAQ
Common questions about AI interview prep.
How does AI interview prep work with my CV?
You paste your CV and the job description. NovaProCV uses Claude AI to extract your actual experience and generate questions that reflect what the interviewer is likely to ask — based on the role requirements and your specific background.
What is the STAR method and how does NovaProCV use it?
STAR stands for Situation, Task, Action, Result. It's the format most interviewers use to evaluate behavioural questions. NovaProCV generates suggested STAR answer frameworks for each question based on your real CV experience, so you have a starting point to practise from.
Can I use this for technical interview questions?
Yes. NovaProCV generates both behavioural (competency-based) and technical questions. For technical roles, it identifies skills and technologies on your CV and generates relevant problem-solving and knowledge questions for those areas.
Is this better than using ChatGPT for interview prep?
Generic AI tools give generic interview questions. NovaProCV generates questions from your actual CV — your specific job titles, technologies, achievements, and the exact role you're applying for. The result is questions you're actually likely to be asked.
How many interview questions does it generate?
The free tier gives you 3 tailored questions with STAR frameworks. Pro users get a full question bank of 10–15 questions covering behavioural, technical, and role-specific scenarios for each session.
Do I need to upload my CV as a file?
No file upload needed. You paste your CV text and the job description directly into the tool. Analysis starts immediately — no formatting requirements.
Get started free
You have an interview coming up. Let's prepare properly.
Paste your CV and the job description. Get personalized questions and STAR frameworks in under 2 minutes. Free to start — no credit card.
Part of the NovaProCV platform · View all plans