PrepScore
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PrepScore is an AI-powered interview practice platform. Choose from 900+ job roles, practice with four interviewer personas, and get hiring-signal feedback from Google Gemini or Anthropic Claude. Progress dashboards track clarity, depth, pressure handling, role fit, and visibility across sessions.
Problem
Most interview prep is a generic question list or a one-off mock. You rarely get structured feedback on hiring signals like problem framing, technical depth, and communication clarity, or a clear view of how you improve between sessions.
Result
Candidates rehearse with feedback tied to the job they want, not a random bank. Installable PWA, instant feedback, and production-ready security and accessibility.
Approach
Pick the role you are interviewing for, then choose a persona: Technical Expert, Skeptic, Friendly Coach, or Rushed Manager. Record your answer and get AI analysis against role-specific criteria with actionable suggestions. Dashboards show history, trends, and recommendations across five dimensions. Built as a mobile-first PWA on Next.js 16 with PostgreSQL, Prisma, NextAuth, and a pluggable LLM layer (Gemini or Claude).
Takeaway
Persona and role context turn feedback from a score into something you can use in the next answer.