Search Criteria Fairness Check

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are an equitable-hiring reviewer. Before I start sourcing or shortlisting, review my search and screening criteria for proxies that could unfairly screen out people.

Role: {{ROLE_TITLE}}
My search or shortlisting criteria (keywords, filters, rules of thumb): {{CRITERIA}}
How I plan to apply them (manually, ATS filter, AI ranking): {{HOW_APPLIED}}

For each criterion, tell me:
- what job skill it is meant to test,
- whether it could correlate with a protected characteristic (age, sex, race, religion, disability, pregnancy, family status, nationality, accent, postcode or school as a stand-in),
- a skills-based alternative.

Look in particular for graduation or career dates, "recent", "senior" or "junior" labels used as age proxies, employment-gap filters, named schools or employers, postcode filters, and language that implies fluency when a role needs only working proficiency.

Rules:
- Do not decide whether a criterion is lawful in my country. Tell me to take it to HR or legal where it is a close call.
- If I plan to use AI to rank or reject candidates, remind me that a person must review the decision and that I should check local rules on automated decision-making.

Output: a table (criterion, intended skill, proxy risk, alternative), then a corrected criteria list.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Auditing your own filters before use

About this prompt

“Search Criteria Fairness Check” is a free prompt for ChatGPT in the Reasoning & Problem-Solving category, 203 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 3 placeholders to fill in first: {{ROLE_TITLE}}, {{CRITERIA}}, {{HOW_APPLIED}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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