Candidate Scorecards From Every AI Interview

Candidate interview scoring is only useful if it is consistent. FirstRound generates a full scorecard for every completed AI interview: per-criteria scores, an overall grade, key strengths and weaknesses, and a clear hiring recommendation.

What is on a FirstRound scorecard

  • Overall score out of 100 with a letter grade
  • Per-criteria scoring breakdown with notes
  • AI-identified strengths and areas for improvement
  • Full transcript linked to every score
  • Sentiment, composure, and pacing analysis
  • A strong hire / hire / maybe / no-hire recommendation

Why scorecards improve hiring

Structured scorecards make candidates comparable. Instead of gut feel from scattered phone notes, hiring managers review the same rubric for every applicant — which speeds decisions and creates a defensible record of why each candidate advanced or did not.

Learn more about AI interviews for smarter hiring on the FirstRound AI interview platform, or create a free account to start screening candidates today.