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Use the Criteria Builder to create precise scoring rules that reflect your team’s specific requirements and hiring standards.

Adding Custom Requirements

You can add requirements that live outside your job description: deal-breakers, cultural fit needs, or specific team requirements that aren’t in the JD.

What Counts as Additional Requirements?

  • Bullet-point notes from kickoff meetings
  • Stakeholder feedback from hiring discussions
  • Last-minute requirements from leadership
  • Technical specifications not in job description

How to Use the Intake Form

1
Open Criteria BuilderNavigate to your job and start the Criteria Builder flow.
2
Add RequirementsPaste your additional requirements into the Additional Requirements box.
Criteria Builder Intake Form
3
Specify Target Companies (Optional)List companies whose talent pools align with your hiring goals in the Target Companies field. Nova will research these organizations to inform criteria generation.
4
Choose Your PathClick Continue to proceed with your inputs, or Skip & Continue if no extra context needed.
5
Review Generated CriteriaNova treats your input as the primary signal, guiding every criterion it writes.

How Nova Drafts Your Criteria

Nova uses three specialized AI agents working together:
Best-Practices Researcher
  • Scans trusted HR sources for similar roles
  • Reviews recent job ads in your industry
  • Surfaces tried-and-tested requirements
Example output: “Hands-on 0-to-1 product launch experience”

Editing Your Criteria

Making Changes

1
Open Criteria BuilderAccess from job sidebar or the initial Nova setup wizard.
2
Edit Individual CriteriaHover any criterion and click Edit to modify text or change RequiredNice-to-have.
3
Review Recruiter GuidanceClick Show recruiter guidance to see verification tips, equivalents, and decision guidelines.
4
Save and ApplyChanges save instantly and apply to all future applicant scores.

Re-scoring Existing Candidates

If you’ve already processed candidates and have access to re-scoring, simply hit Re-score to refresh all existing scores with your updated criteria.

Criteria Library

Build a company-wide library of reusable screening criteria. Save criteria once, then add them to any job with a few clicks. No more copy-pasting between jobs or rewriting the same requirements.

Getting Started

What to Save in Your Library

The best criteria to save are company-wide standards that apply across multiple roles:
Requirements around job tenure that reflect your company’s preferences:“Candidate has demonstrated job stability with at least 2+ years average tenure at previous roles, or has clear justification for shorter stints (e.g., startup acquisitions, contract roles)”
For companies that value entrepreneurial backgrounds:“Candidate has worked at an early-stage startup (Series A or earlier) or demonstrated entrepreneurial experience building products from 0-to-1”
Written and verbal communication standards:“Candidate demonstrates strong written communication skills as evidenced by well-structured resume, clear cover letter, or professional portfolio”
For distributed teams:“Candidate has prior experience working in a distributed/remote team environment with asynchronous communication”
Values alignment criteria:“Candidate demonstrates alignment with company values through examples of collaboration, ownership, and continuous learning in their experience”

Managing the Library

  • Remove from library: Click the star icon again on a saved criterion to remove it from the library (the criterion remains on the current job)
  • Delete from library dialog: Open the library and click the trash icon to remove a criterion entirely
  • Shared with team: All team members in your company share the same library. Criteria saved by one person are available to everyone
When you “finally get the prompt right” for a criterion after testing against real candidates, save it to the library so your team never has to rewrite it.

Optimization Best Practices

SymptomProbable CauseFix
Too many 9-10 scoresCriteria too looseTighten experience ranges, add specific requirements
Great candidate scored 4-5Criteria too strictCheck if they actually meet criteria, then broaden if needed
Everyone gets 4-6 scoresToo many Required flagsConvert less-critical rules to Nice-to-have

Scoring Input Sources

Nova reads everything in the ATS application:
  • Intake form requirements (highest priority when provided)
  • Target companies (influences criteria generation when specified)
  • Resume/CV (main scoring input)
  • Job description (context and terminology)
  • Your configured criteria (the rules Nova follows)
  • Cover letters and portfolios
  • Custom application questions and responses
  • LinkedIn URLs (if no resume attached)
  • Any other documents in the application
  • Hidden weightings or black-box factors
  • Requirements not in criteria, intake form, or job description
  • Arbitrary AI preferences or biases
  • Historical hiring patterns (unless explicitly enabled)

Frequently Asked Questions

Nova doesn’t support manual weighting by design. Traditional weighted systems are hard to maintain and often introduce bias. Instead, Nova uses advanced AI to intelligently balance all criteria together.
Monitor the first 20-30 scores. If results don’t match your expectations, adjust criteria specificity and required vs nice-to-have designations.
Specific enough to be resume-verifiable but broad enough to avoid excluding great candidates with adjacent experience. Include equivalents and alternative paths.
No hidden weighting: if a requirement isn’t in your criteria, intake form, or job description, it won’t influence the score. Keep criteria comprehensive but not overly restrictive.