Compare candidates to a job description with a reusable ChatGPT Project
Save recruiting instructions and the job description once, then get a side-by-side skills comparison and a fact-based submission pitch for each candidate.
Oct 25, 2026
Compare this candidate [paste profile] to the job description in this project. Return a table: requirement, evidence from profile, match (Strong, Partial, None). Then write a 4-sentence submission pitch using only facts from the profile.
How to use it
1. Create a ChatGPT Project (or a custom GPT if your workspace still supports them) 2. Add instructions for the comparison format 3. Upload the job description and a profile of a recent successful hire 4. Paste each candidate profile 5. Ask for a skills comparison chart and a pitch 6. Recruiter makes every decision
Result
Custom GPT returns side-by-side skills chart and submission pitch; big time savings reported. Example: Input: candidate resume. Output: a 10-row requirements table and a short pitch.
Tips and gotchas
Human review: Recruiter reviews; questions checked for legal compliance and bias. Pitfall: Do not let AI make hiring decisions. Privacy: Remove candidate contact details; do not let AI make hiring decisions. Best for: Recruiters (Intermediate). Time saved basis: Estimate.
www.shrm.org
https://www.shrm.org/topics-tools/news/talent-acquisition/how-recruiters-are-using-genai-to-enhance-interview-prep