Rank Candidates by Fit, Not Gut Feel

Every candidate gets a fit score with clear reasoning. No more guessing who to prioritize. Scrini AI surfaces top matches with evidence you can trust.

Priya S.ICU Nurse · Austin4.6
Why this score

“I ran the night handover for a 24-bed unit and trained four new hires on it.”

Leadership · Strong: gives a specific example with outcome
Reviewed by Sam K.Override

The problem, and the fix.

The problem

Recruiters manually review hundreds of resumes, making subjective decisions under time pressure. Great candidates get missed. Mediocre candidates advance. There's no consistent framework, and no audit trail explaining why someone was or wasn't shortlisted.

The solution

Scrini AI analyzes every candidate against your role requirements, producing a fit score with detailed reasoning. You see exactly why each candidate ranked where they did, skills matched, gaps identified, experience relevance explained.

How it works.

  1. 1

    Upload your job description or define role requirements

    Paste the job description or set must-haves, nice-to-haves and their weights.

  2. 2

    Candidates are analyzed against criteria in real-time

    Every candidate is analyzed against the same criteria as soon as they arrive.

  3. 3

    Each candidate receives a fit score with evidence breakdown

    Each one gets a fit score with skills matched, gaps found and the evidence behind it.

  4. 4

    Review ranked lists or let thresholds prioritize top matches

    Review the ranked list, or set thresholds that bring top matches to the front of your review queue.

Scorecard
Role skills4.6
Experience4.3
Availability4.8
Communication4.0
Credentials checked

What you get

  • Rubric scores (1–5) per criterion, with an overall fit score
  • Skill-by-skill matching breakdown
  • Experience relevance analysis
  • Gap identification and risk flags
  • Customizable weighting for different criteria

Fits your workflow.

Ranking integrates with your ATS workflow. Score thresholds you define help recruiters prioritize who to review first. People review the results and make the final decision, and every score includes reasoning for compliance and team alignment.

Who it's for

  • High-volume hiring teams drowning in applications
  • Agencies needing consistent quality across recruiters
  • Enterprise TA requiring compliance audit trails
  • Technical hiring managers wanting skill-based filtering

Use cases

  • Reduce 500 applicants to top 20 in minutes
  • Standardize evaluation across distributed teams
  • Justify shortlisting decisions to hiring managers
  • Identify hidden gems in large applicant pools

Benefits

  • Improve shortlist quality with evidence-based decisions
  • Apply the same criteria to every candidate
  • Create defensible audit trails for compliance

Before and after.

Manual screening

Inconsistent criteria, hidden bias, no audit trail, hours of review.

With Scrini

Consistent scoring, evidence-based ranking, full audit trails and minutes instead of hours.

See it in action.

Book a 20-minute walkthrough tailored to your hiring stack. We'll show you exactly how this capability fits your workflow.

Questions, answered

How does the AI determine fit scores?

Scrini AI analyzes resume content, skills, experience and role requirements. Scores reflect how well candidates match your criteria, with each factor weighted according to your preferences.

Can I customize ranking criteria?

Yes. You define must-have skills, nice-to-haves, experience requirements and weights for each factor. The AI applies your framework consistently to all candidates.

What if the AI misses something?

All rankings include detailed reasoning. You can review, override and provide feedback, and your feedback helps tune the criteria for your roles.

See it on your roles. Shortlist in hours.

  • 7-day trial, 50 free credits
  • No card needed
  • Live in 24 to 48 hours