Interviewing

Structured interviewing, from first answer to final scorecard

Write questions with scoring criteria, use them in the journey and the live interview, and make sure every interviewer scores the same things.

9 min read · Updated · For hiring managers and recruiters who want consistent, fair interviews

The short version

Structure is decided before the interview, not during it: the same questions, the same scoring criteria and the same scorecard for every candidate in a stage.

What structured interviewing means

A structured interview asks every candidate for a role the same core questions, in the same way, and scores the answers against criteria written in advance. It makes candidates easier to compare and decisions harder to swing on a first impression.

The three rules

  • Ask every candidate in a stage the same questions.
  • Write the scoring criteria before the first interview.
  • Each interviewer scores on their own before the group discusses.

Step 1: Write questions with scoring criteria

For each question, write down what a strong answer includes and what a weak one looks like. That guidance is what scoring uses, in the journey and in the live interview.

  1. 1

    Let AI draft, then edit

    Generate questions for a role, then edit them to fit how your team works.

    In Journeys
  2. 2

    Start from a template

    Begin from a ready-made question set instead of a blank page.

    In Journeys

Step 2: Ask the first questions in the journey

The questions every candidate should answer belong in the journey. The live interview can then go deeper on what the journey surfaced.

  1. 1

    Video answers scored against your guidance

    Each answer gets a score for the question it answers, based on the criteria you wrote.

    In Journeys
  2. 2

    Evidence next to every score

    Reviewers see the answer and transcript beside the score, so they can check the reasoning.

    In Journeys
  3. 3

    Tune and correct

    Set how strict scoring is, and override any score. Corrections feed back so scoring learns what your team values.

    In Journeys

Step 3: Give every interviewer the same kit

  1. 1

    Interview kits and scorecards

    Each interviewer gets the questions and scorecard for their part of the process.

    In Interviews & scheduling
  2. 2

    Feedback that actually arrives

    Require feedback after each interview, so decisions do not wait on missing scorecards.

    In Interviews & scheduling
  3. 3

    A decision on every scorecard

    Each interviewer records advance or reject as they submit, so the next step is clear.

    In Interviews & scheduling

Panel tips

  • Give each interviewer different focus areas.
  • Score before the debrief, not during it.
  • Talk about evidence, not impressions.

Step 4: Capture what was said

  1. 1

    Meeting notetaker

    A recording, a transcript with speaker labels and a summary on the candidate record.

    In Interviews & scheduling
  2. 2

    A summary of the whole panel

    An AI summary of everything the panel said, in one place.

    In Interviews & scheduling
  3. 3

    InsightHire Live

    Record, transcribe and summarize live interviews in InsightHire's own video rooms.

    In Interviews & scheduling

Step 5: Decide with the full record

At the decision, look at the journey scores, the interview scorecards and the notes together. If the panel disagrees, go back to the evidence for the question in dispute rather than debating impressions.

  1. 1

    Compare side by side

    Line up finalists question by question on the compare board.

    In Applicant tracking
  2. 2

    Share the full report

    Send the hiring manager a secure link to everything the team saw.

    In Applicant tracking

The products in this playbook

JourneysA short, scored pre-interview every applicant takes on their phone, ranked against your criteria.Explore JourneysInterviews & schedulingCalendar sync, self-booking links, structured scorecards and a notetaker that writes the summary.Explore Interviews & schedulingApplicant trackingJobs, approvals, careers pages, pipeline, offers and reporting on one candidate record.Explore Applicant tracking

Questions, answered

Is AI making the hiring decision?

No. Scores show the evidence behind them, your team can override any score, and people make the decision.

How many questions should a structured interview have?

For a first interview, four to six well-designed questions usually give enough evidence. Keep the same set for every candidate in that stage.

Can different interviewers ask different questions?

Yes, as long as each interviewer asks the same questions of every candidate. Split focus areas across the panel and give each person their own kit.

Keep reading

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Interviewing6 min readReduce interview no-shows with self-booking and nudgesMost no-shows start with a slow invite or a time the candidate never really chose. Invite fast, let people pick their own slot, confirm on their calendar and nudge the ones who have not booked.Read the playbookInterviewing8 min readThe structured video interview playbookHow to replace repetitive first-round screens with a consistent interview that still gives candidates room to show how they think and communicate.Read the playbookHow it connects10 min readHow InsightHire connects: from first search to first yearFollow one hire end to end: sourcing with Scout, a scored journey, ranked review, structured interviews, the offer and onboarding, then Grow, with Vouch checks along the way.Read the playbook

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