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Scorecards

Structured scorecards that make every hire defensible.

RightMatch auto-fills a rubric-based scorecard for every candidate -- from transcript to cited evidence -- so your team spends debrief time deciding, not recalling.

Auto-filled from interview transcripts, zero manual entry
Every score cites the exact transcript line that drove it
Bring your own rubric or use our pre-built role templates
Syncs to your ATS -- Greenhouse, Lever, Ashby, Workday, and more
Try for free See sample scorecard
SOC 2 Type IIAudit-logged
40+
pre-built role rubrics
100%
of scores cite evidence
27+
ATS integrations
RC
Reema Chen
Staff Product Manager interview
Highly recommend
Auto-filled rubric
82/100
Domain expertiseStrong92
"led platform migration across three regions"
CommunicationStrong88
"structured debrief, no jargon, clear priorities"
Stakeholder mgmtSolid76
"navigated exec pushback on roadmap shift"
Problem-solvingSolid71
"cut p99 latency 40% in Q1 with data-led approach"
RightMatch AI summary -- Reema brings deep platform-PM experience and a clear track record shipping cross-functional bets. Strongest signal: stakeholder navigation under ambiguity. Recommended for final round.
Also see →AI InterviewerResume AnalyzerAI-Native ATS
500k+ candidates screened worldwide with RightMatch
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How Scorecards work

Interview. Score. Decide.

From the moment a candidate finishes their interview to the moment a hiring decision is made -- the scorecard is already filled.

1

Define your rubric once

Set the dimensions that matter for the role: skill areas, competencies, must-haves. Fork a template or build from scratch. Every edit is versioned.

RRubric · Senior PM
Scoring dimensions
Domain expertise1 – 5
Communication1 – 5
Problem-solving1 – 5
Stakeholder mgmt1 – 5
2

AI fills the scorecard from the transcript

After each interview, RightMatch reads the full transcript and scores every dimension. Cited evidence is attached to each score automatically.

Auto-scored from transcript
Domain expertise4/5
"led platform migration across 3 regions"
Communication5/5
"structured debrief, no jargon"
Problem-solving4/5
"cut p99 by 40% in Q1"
3

Review, compare, and advance candidates

Your team sees ranked candidates with scores and evidence already in hand. Compare side-by-side, leave notes, and advance -- no debrief re-watch required.

Scored & rankedCompare
Reema C.
92
Maya T.
88
Jordan D.
84
Aarav P.
76
Built for defensible hiring

Every score, cited. Every decision, auditable.

Scorecards aren't just about speed -- they're the paper trail that makes your hiring process consistent, comparable, and compliant.

📋

Auto-filled from the transcript

Every rubric dimension is scored automatically from the interview transcript. No manual entry, no recall bias.

🔗

Cited evidence per score

Each score links directly to the transcript line that drove it. Reviewers see the reasoning, not just a number.

📐

Bring your own rubric

AI skills rubrics built from your own with role-specific signals and job skills weighting.

⚖

Bias-aware by default

Identity signals are redacted during initial scoring. Scores are tied to what was said, not who said it.

🔄

Syncs to your ATS automatically

Scorecards, scores, and transcripts flow back to Greenhouse, Lever, Ashby, Workday, and 23 more. No copy-paste.

📊

Side-by-side candidate comparison

Compare shortlisted candidates on the same rubric dimensions. Share a live link with hiring managers in one click.

The scorecard is now the artifact our hiring managers actually trust. It cites the transcript, it's consistent across every candidate, and it takes three minutes to review instead of watching a 30-minute recording.

RO
Rebecca Owens
VP People · Northwind Health
3 min
avg. scorecard review time
100%
structured, comparable scores
47→14
days to hire at Northwind
Plugs into your stack

Scorecards flow back to 27 ATS platforms automatically.

No CSV exports, no manual sync. Scorecards, scores, and transcripts land in your ATS the moment the interview is complete.

See all integrations
Greenhouse
Lever
Ashby
Workday
BambooHR
Workable
SmartRecruiters
Teamtailor
iCIMS
JazzHR
Pinpoint
Recruitee
Scorecards · FAQ

Questions, answered.

After an AI or human interview, RightMatch reads the full transcript and scores each rubric dimension against the criteria you defined. Every score includes a cited quote from the candidate's own words so evaluators can verify the reasoning instantly.
Explore the platform

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Jobs, pipelines, scheduling, and scorecards in one place -- no stitching required.

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Start free. Connect your ATS in two clicks — or talk to your LLM. Hire your next teammate before the end of the month.

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