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Ranking & Evaluation

Candidate Fit Score Explained for Hiring Managers

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.

avatar for Nicholas YanBy Nicholas Yan · 2026/08/27

Candidate Matching Software: What Should Be Scored?

Candidate Matching Software: What Should Be Scored?

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

avatar for Nicholas YanBy Nicholas Yan · 2026/08/27

Candidate Ranking Checklist for Founders

Candidate Ranking Checklist for Founders

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

avatar for Nicholas YanBy Nicholas Yan · 2026/08/27

Candidate Ranking for Technical and Product Roles

Candidate Ranking for Technical and Product Roles

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

avatar for Nicholas YanBy Nicholas Yan · 2026/08/27

Candidate Screening vs Candidate Ranking: What Is the Difference?

Candidate Screening vs Candidate Ranking: What Is the Difference?

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

avatar for Nicholas YanBy Nicholas Yan · 2026/08/27

Candidate Shortlist Template With Evidence

Candidate Shortlist Template With Evidence

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

avatar for Derek ChauBy Derek Chau · 2026/08/27


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