Candidate Scorecards
for Employers
Give Your Hiring Team a Clear, Consistent Way to Evaluate Talent
Make every interview count with structured, collaborative candidate evaluations that help you compare apples to apples—every time.
What Is an Interview Candidate Scorecard?
An Interview Candidate Scorecard is a structured evaluation tool that helps interviewers rate candidates based on consistent, job-relevant criteria—ensuring every interview is fair, focused, and collaborative.
It replaces scattered notes and instinct-based decisions with a standardized rating system built around the key qualities that define success in the role. Whether it’s:
Communication
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Problem-solving
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Leadership
You define the traits—and every interviewer scores using the same scale.
For example:
A candidate may feel more charismatic in person, but the scorecard shows another has stronger alignment with required skills and values. Discovered’s scorecards let you combine human insight with structured data and even AI scoring, so you can compare candidates objectively and make confident hiring decisions—together.
Why Use Candidate Scorecards?
Eliminate Instinct-Driven Decisions
Bring structure and consistency to interviews by scoring candidates on predefined, job-relevant qualities.
Encourage Collaboration
Multiple team members can rate candidates independently, then compare scores and comments in one shared view.
Simplify Decisions
With consolidated ratings, comments, and AI-powered insights, scorecards turn feedback into a clear decision path.
How Candidate Scorecards Work
Build a Role-Specific Scorecard
Create a scorecard from scratch or use a template. Select qualities from ONET-backed categories like skills, knowledge, and work styles—or create your own. Use Kingsley AI to generate relevant qualities automatically.
Evaluate During Interviews
As you speak with candidates, rate them on each quality using a 5-star system. Add optional comments to justify your scores and provide context for hiring discussions.
Collaborate with Your Team
See average ratings, view comments, and compare evaluations from multiple users. Enable consolidated ratings to get an overall score per candidate.
Let Kingsley AI Assist
Automatically evaluate candidates based on completed video interviews or uploaded transcripts. Customize instructions to fine-tune how Kingsley scores responses.
Learn more about our tools
Features Form - Category: Screening & Assessments (DAI)
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Key Features
Customizable Scorecards
Create scorecards using templates or handpick qualities tailored to the role, based on ONET data and your own job descriptions.
Multi-User Collaboration
Collect ratings and feedback from every team member. Compare individual and consolidated evaluations side by side.
Kingsley AI Evaluations
Upload transcripts or use video interview data to generate AI-driven ratings—ideal for scaling structured interviews quickly.
Export & Review
Download PDF scorecards with full ratings and comments for records, presentations, or compliance needs.
Perfect For…
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Hiring teams who want consistent, repeatable evaluation methods
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Companies focused on reducing bias and improving collaboration
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Teams hiring at scale or across multiple locations
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Recruiters seeking smarter tools for structured interviews
Hear From Our Customers
Pro Tip
“Most recruiters struggle with consistency across interviewers. Candidate Scorecards from Discovered let you define success—and measure it—at every step.”
— Fletcher Wimbush, CEO
Ready to Evaluate Candidates with Confidence?
Create consistency, reduce guesswork, and collaborate on every hire with Discovered Candidate Scorecards.