
Candidate Fit Score Explained for Hiring Managers
Learn what a candidate fit score means, what it cannot prove, and how to inspect criteria, evidence, unknowns and ties before deciding.
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Learn what a candidate fit score means, what it cannot prove, and how to inspect criteria, evidence, unknowns and ties before deciding.

Compare candidate matching software by job-related evidence, uncertainty, explainability and review controls, not a misleading fit score.

A copyable founder checklist for reviewing candidate rankings, checking evidence, controlling changes and assigning the next action.

Learn how evidence differs for technical and product hiring while keeping candidate ranking criteria, unknowns and human decisions consistent.

Candidate screening is a human-owned assessment process; candidate ranking orders available records against a role brief. Learn where each fits.

Copyable candidate shortlist template for comparing people against a frozen brief, tracing sources, recording unknowns and handing over the next action.