What it means
A candidate reporting model is the structure used to define, calculate, and present candidate pipeline metrics across recruiting workflows. It can cover application volume, source quality, stage conversion, time in stage, interview feedback completion, offer outcomes, disposition reasons, communication activity, drop-off patterns, and diversity or compliance-related reporting where applicable.
Why buyers should care
Candidate reporting influences decisions about sourcing spend, recruiter capacity, hiring-manager behavior, and process changes. If metric definitions are unclear, teams may compare inconsistent data, hide bottlenecks, or make decisions from incomplete records. Buyers should assess whether reporting reflects the actual workflow and whether users can trace numbers back to candidate-level events and system rules.
Evaluation checks
Review metric definitions, filters, permissions, data freshness, source attribution, export options, dashboards, audit links, and integration dependencies. Ask whether reports distinguish active candidates, archived candidates, rediscovered candidates, rejected candidates, and duplicate records. A strong reporting model makes both operational actions and leadership review more reliable.
This glossary entry is buyer-oriented guidance, not legal, compliance, or financial advice.