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YES

As of 13 August 2026, AI can create a structured interview plan.

This still needs a person who signs their name to it.

Can you do it?

5 minutesto a draft.

30 minutesto something you’d act on.

Cost, all in£0

Skill needednone

Who has to check ita colleague

What the alternative costsManatal provides AI recruitment software for candidate scoring, enrichment and pipeline automation.

If this goes wrong: candidates are assessed against unclear or inappropriate criteria, producing an inconsistent hiring process and a potentially poor employment decision.

What to actually do

  1. Hand it to a person

    The route this page recommends

    A person who owns the outcome does this end to end, worth it when the failure is dear.

  2. Use a tool built for this

    Second choice
  3. Do it yourself

    The distant third

    A chat interface, no skill needed, and roughly 30 minutes until you can act on the result.

    How to actually do it

    1. Open the approved job description and copy the role title, responsibilities, essential criteria and desirable criteria into the prompt.
    2. Ask the hiring manager or HR colleague to confirm the interview format, total time, interviewers and any agreed reasonable-adjustment process, then add those details to the prompt.
    3. Paste the completed prompt into a chatbot and save the generated interview plan in a document.
    4. Compare every question and scoring criterion with the job description, deleting any requirement or assumption that is not supported by the approved role information.
    5. Ask an HR colleague to check the questions for irrelevant personal information, indirect bias, inconsistent scoring and suitable handling of reasonable adjustments.
    6. Send the approved plan and score sheet to all interviewers, and ask them to use the same core questions and record evidence against the agreed criteria for each candidate.

    Prompt

    Create a structured interview plan for the role below.
    
    Role title: [ROLE TITLE]
    Job description: [PASTE JOB DESCRIPTION]
    Essential criteria: [LIST ESSENTIAL SKILLS, EXPERIENCE AND QUALIFICATIONS]
    Desirable criteria: [LIST DESIRABLE CRITERIA]
    Interview format and total time: [FORMAT AND TIME]
    Interviewers and their roles: [LIST INTERVIEWERS]
    
    Produce:
    1. The interview stages in order, with timings and the purpose of each stage.
    2. A consistent set of questions mapped to the essential and desirable criteria.
    3. Two suitable follow-up prompts for each main question that seek evidence without leading the candidate.
    4. A scoring rubric from 1 to 5 with observable descriptions for each score.
    5. A score sheet showing which interviewer asks each question and where evidence should be recorded.
    6. A fair process for opening, explaining the format, offering reasonable adjustments, taking notes, closing the interview and handling candidate questions.
    7. A list of questions or criteria that should not be used because they are unrelated to the role, intrusive or likely to create unfair bias.
    
    Use plain UK English. Do not invent requirements, facts about the employer or candidate, or legal conclusions. If the information supplied is incomplete, mark the gap and state what needs to be confirmed by the hiring manager or HR before use. Keep the same core questions and scoring criteria for every candidate unless a documented reasonable adjustment requires a change. Separate the draft plan from a short checklist for the hiring manager to approve.

    Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

What it gets wrong

  • AI cannot know which abilities matter most when the job description is vague or internally inconsistent.
  • AI cannot take responsibility for fair selection, reasonable adjustments or the eventual hiring decision.
  • AI can miss indirect bias or a legally risky question that an experienced HR reviewer would recognise.
  • AI cannot judge whether an answer demonstrates the practical standard your team actually needs without examples from the role.

Even on a YES, the friction has a name: legal accountability, judgement under ambiguity and verification cost.

How we scored this

Five axes, each scored nought to two by hand: ten means AI carries the task cleanly, and the thresholds that turn a total into YES, PARTLY or NO are published in the methodology. Each axis name links to its definition.

AxisScore (0–2)
Output2
Inputs2
Verification1
Liability1
Effort delta2
Total8 / 10

FAQ

Can AI create interview questions?
Yes. It can turn a job description into consistent questions, follow-ups and scoring criteria. You still need to check that every question relates to the role and that the process is fair.
Can AI make an interview plan for free?
Yes. A free chatbot is enough to draft a plan if you provide the job description, criteria, timings and interviewer details. A specialist recruitment system may add workflow and candidate-management features.
Should I use AI to assess job candidates?
Use it to prepare a consistent interview structure, not to make the hiring decision without human review. Interviewers should record evidence against agreed criteria and remain responsible for the assessment.
How do I make an interview process fair?
Use the same core questions and scoring criteria for every candidate, keep questions tied to the role and provide a route for reasonable adjustments. Have an HR colleague check the plan before interviews begin.

Nearby answers

Assessed by gpt-5.6-luna (gpt-5.6-luna) on 2026-08-13, second-checked by an independent model. Wrong somewhere? Email [email protected] and it gets re-checked.

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