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Just World· Medium risk

Recruitment inclusion review

When to use: annually, or when a hiring round hasn't attracted a diverse pool. How to use: give AI your recent hiring numbers (anonymised) and ask for likely friction points.

When to use this prompt

Reach for this prompt when you need to when to use: annually, or when a hiring round hasn't attracted a diverse pool. How to use: give AI your recent hiring numbers (anonymised) and ask for likely friction points. It's designed for HR Lead, CEO. Typically used within People work.

Draft with AI, then have a colleague verify facts and tone before use.

How to use it

  1. 1

    Gather your inputs

    Have your local context, audience and goal to hand.
  2. 2

    Fill in the template

    Copy the template below and replace every bracketed placeholder with real, local context. Keep names and safeguarding details out.
  3. 3

    Run it in your AI tool

    Paste into your preferred AI assistant. Ask a follow-up if the output misses your association's tone or context.
  4. 4

    Review with the checklist

    Work through the human-review checklist below before you send, publish or act on the output.

Prefer a guided flow? Adapt with the guided builder — it fills placeholders from your association profile.

Prompt template

Review our recruitment for inclusion. Data (anonymised): {DATA}. Assess: application source diversity, drop-off points in the process, likely friction points in job descriptions / requirements / interview format / location / timing. Propose 5 changes we could make in the next 6 months. Flag anything that needs legal review.

Replace bracketed placeholders with real context. Never paste identifying details about children, health or safeguarding cases.

Worked example

Data: 60 applications, 40% women, 8% ethnic minority, 20% withdrew before interview

What good output looks like

A short inclusion review with 5 prioritised changes.

Why this prompt works

Turns hiring data into a small number of realistic changes rather than a wish list.

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YMCA AI Adoption Toolkit

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Aligned with YMCA Vision 2030. Human review, always.

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    Never enter identifying information about children, health or safeguarding cases into any AI tool. AI drafts, humans decide.

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