AI Interview Practice Coach
Live mock interviews for a specific job post with scored, specific feedback.
Problem & target users
Candidates rehearse alone, get no feedback, and only discover their weak answers during the real interview.
Who it's for: Job seekers, graduates, career changers, bootcamp cohorts.
Proposed solution
Paste the job description, run a spoken or typed mock interview with follow-up questions, and receive scored feedback per answer on structure, specificity and evidence.
Features
- Role-specific question generation from a job post
- Voice or text answering with follow-ups
- Per-answer scoring with concrete rewrites
- STAR structure coaching
- Progress tracking across sessions
Difficulty & tech stack
Difficulty: Intermediate
Monetization & pricing
- Freemium
- Subscription during active search
- Cohort licences to schools
Suggested pricing: Free 1 session, Job Seeker $15/mo, Cohort licence $8/seat/mo.
Customer acquisition
Career-advice content, university and bootcamp partnerships, and free sessions during graduate hiring season.
First 10 customers: Offer free mock interviews to a bootcamp cohort in exchange for feedback and a testimonial, then sell the cohort licence to the school.
Build steps
- Build job-post parsing and question generation
- Build the interview session flow with follow-up logic
- Build the scoring rubric and feedback prompt
- Add voice mode
- Add progress tracking and session history
- Add subscriptions and cohort accounts
Risks & challenges
- Feedback quality must feel expert or users churn after one try
- Highly seasonal demand
- Voice adds cost and latency complexity
Ready to build it?
Get a full product spec plus a paste-ready prompt for your AI app builder.