Screening

Knockout questions that don't lose good people

How to pick the few requirements that should end an application, word them so honest people answer correctly, and send everything else to scoring instead.

6 min read · Updated · For recruiters and hiring managers setting up screening for a role

The short version

A knockout should only stop someone who could never do the job. Everything you would trade off belongs in scoring, where a person still sees it.

What deserves to be a knockout

Knockouts are the fastest screen you have, and the easiest way to lose a great person by accident. Keep the list short and make every item pass a simple test.

Keep it as a knockout only if

  • The job legally or physically requires it (a license, work eligibility, a minimum age).
  • You would not hire someone without it, even if everything else was excellent.
  • It cannot be learned in the first few weeks.
  • You can ask it as a plain yes or no without guessing what it means.

Word it so honest people answer correctly

Most wrong answers come from unclear questions, not from people trying to sneak through. Name the exact thing you need and avoid jargon the applicant may not use.

Set them up in the journey

  1. 1

    Put must-haves first

    Knockout questions end the journey politely when a must-have isn't met, before anyone spends time on the rest.

    In Journeys
  2. 2

    Send nice-to-haves to scoring

    Use a score gate for preferences, so people who fall short are routed by score instead of rejected on one answer.

    In Journeys

Make the rules clear to candidates

  1. 1

    Show what is ahead

    A step timeline shows where they are and how much is left, so nobody quits halfway out of uncertainty.

    In Journeys
  2. 2

    Answer questions before they guess

    Candidate Concierge answers questions about the role and the process, and hands off to your team when it should.

    In Journeys

Check that knockouts are not costing you

  1. 1

    Look at who finished

    Everyone who completes the journey lands in one ranked review queue, so you can see whether the right people are getting through.

    In Applicant tracking
  2. 2

    Correct scores when you disagree

    Override any score. Corrections feed back so scoring learns what your team values.

    In Journeys

Review each knockout every few months

  • Is it still required for the job as it is done today?
  • Did a hiring manager ever want someone it screened out?
  • Could a clearer question get a more accurate answer?
  • Should it move to scoring instead?

Questions, answered

How many knockout questions should a role have?

As few as possible. Most roles only need the legal and physical must-haves; everything else can be scored.

What happens when someone misses a knockout?

The journey ends politely, so they don't spend time on steps that can't lead to the job.

Can I screen on preferences without rejecting people?

Yes. Put preferences in scored questions and use a score gate, so people are routed by their overall score rather than one answer.

Put this playbook to work.

Bring one real role and we'll set it up with you in InsightHire.