ChatGPT for Hiring Interview Questions

Generate behavior-based questions mapped to competencies, plus a scoring rubric with observable signals. Ask every candidate the same core questions.

Published September 22, 2026 · Dr. Connor Robertson

What to provide

Job outcomes, essential skills, scorecard, and the same interview time for each candidate.

Starting prompt

Create six structured interview questions for this role and a 1–4 rubric for each. Focus on job-related evidence; exclude protected traits, family status, and assumptions about background.

Trial case

Give the same role scorecard to two interviewers. Both should receive identical core questions and a rubric that scores observable job evidence rather than personal impressions.

Review gate

The hiring manager checks relevance, local employment requirements, and consistent use of the rubric. A person makes the hiring decision.

How to score the result

Interviewer agreement on scores and the percentage of questions tied to a defined role outcome.

Use the current approved source and keep it available to the reviewer. Check a small set of finished outputs against the previous process before adopting this workflow.

Related workflows

Explore ChatGPT Workflows for Small Business or the AI business strategy guide.