20 of the best prompts for ChatGPT for recruiters, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.
20 of the best prompts for ChatGPT for recruiters, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.
Published July 4, 2026
Most people try to use AI for ChatGPT for Recruiters with a single vague prompt and get generic results. This guide takes a different approach: 4 targeted stages, from Write the job description through Make the offer and close, each with a prompt that gives the AI exactly the context it needs. Use ChatGPT to write job descriptions that attract the right people rather than everyone, craft outreach messages that actually get responses from passive candidates, build interview processes that surface real information, and communicate clearly at every stage of the hiring process. These prompts are built for recruiters who want to fill roles faster without cutting corners on quality. Works with ChatGPT, Claude, and Gemini.
Use these prompts to write job descriptions that attract the right candidates and put off the wrong ones.
Write a job description
Write a job description for a [JOB TITLE] at [COMPANY NAME]. The company is [BRIEF DESCRIPTION]. The team they will join: [DESCRIBE]. What this person will actually do day to day: [LIST RESPONSIBILITIES]. What we genuinely need from them: [SKILLS AND EXPERIENCE REQUIRED]. What we offer: [LIST]. The tone should be honest and direct. Avoid jargon, buzzwords, and phrases like "fast-paced environment" or "wear many hats". Under 600 words.
Rewrite a job description to attract better candidates
Rewrite this job description to attract stronger candidates: [PASTE EXISTING JD]. Problems with the current version: it is too long / the responsibilities are vague / the requirements list is a wish list that will put off good candidates / the tone is corporate and off-putting / it does not say what makes this role interesting. Fix these issues while keeping the core information accurate.
Write the "about the role" section
Write the "about the role" section for a [JOB TITLE] position at [COMPANY]. This section should: explain why the role exists, what the person in this role will own, what success looks like in the first 6 to 12 months, and what makes this role different from the same title at another company. Make it compelling and specific. Under 200 words.
Write requirements that do not exclude good candidates
I have a requirements list for a [JOB TITLE] role: [PASTE YOUR LIST]. Help me identify: which requirements are genuinely essential, which are nice-to-have that I am stating as essential, which might unnecessarily exclude good candidates through credential or experience inflation, and which are so vague they are meaningless. Rewrite the list into "essential" and "desirable" categories.
Write a job description for a new or unusual role
Help me write a job description for a role that does not have a standard title or precedent: [DESCRIBE WHAT YOU NEED THIS PERSON TO DO]. The company is [DESCRIBE]. This person will report to [ROLE] and work with [DESCRIBE TEAMS]. I struggle to describe this role because [DESCRIBE THE CHALLENGE]. Help me: name the role clearly, describe what they will do, and what kind of person would thrive in it.
These prompts help you write outreach that gets responses from passive candidates who are not actively looking.
Write a LinkedIn outreach message to a passive candidate
Write a LinkedIn message to [CANDIDATE NAME], who is currently [THEIR ROLE] at [COMPANY]. I am recruiting for a [JOB TITLE] at [MY COMPANY]. What makes this role relevant to them: [EXPLAIN WHY THEIR BACKGROUND IS A FIT]. The message should be: under 150 words, personal and specific to them, clear about what I am offering without overselling, and end with a low-pressure invitation to hear more.
Write a three-touch outreach sequence
Write a three-message outreach sequence for a passive candidate I am approaching about a [JOB TITLE] role at [COMPANY]. Message 1: initial outreach on [LINKEDIN / EMAIL]. Message 2: follow-up if no response after [X DAYS], add value or a different angle. Message 3: a final brief message that leaves the door open. Each message should feel like it was written for this person, not copied and pasted.
Write outreach for a hard-to-fill role
I am struggling to find candidates for a [JOB TITLE] role at [COMPANY]. The role requires [DESCRIBE UNUSUAL COMBINATION OF SKILLS OR EXPERIENCE]. Candidates who would be ideal but do not fit the obvious search terms might have backgrounds in [DESCRIBE ADJACENT FIELDS]. Help me write outreach that explains what we are looking for in a way that might resonate with someone from a non-traditional background.
Write a referral request to existing employees
Write an internal message asking employees at [COMPANY] to refer candidates for a [JOB TITLE] role. What we are looking for: [BRIEF SUMMARY]. Why someone they know might be a good fit: [DESCRIBE THE TYPE OF PERSON]. What to include when making a referral: [INSTRUCTIONS]. Keep it short, clear, and easy to act on. Under 150 words.
Write a sourcing strategy for a niche role
Help me build a sourcing strategy for a [JOB TITLE] role at [COMPANY]. The skills required: [LIST]. This is a niche role because [DESCRIBE WHY IT IS HARD TO FIND]. Standard job boards are not finding the right people. Where else should I be looking: communities, conferences, adjacent roles, platforms? Give me five specific places or tactics to find candidates who would not apply to a standard job posting.
Use these prompts to build interview processes that surface real capability and help you distinguish between candidates who interview well and candidates who will actually do the job.
Write a structured interview guide
Write a structured interview guide for a [JOB TITLE] interview. The key things I need to assess are: [LIST: SKILLS, BEHAVIOURS, OR COMPETENCIES]. For each one, write: a behavioural interview question using the STAR format, what a strong answer looks like, what a weak answer looks like, and one follow-up question to probe deeper. Write enough for a [DURATION] interview.
Write a phone screen question set
Write a set of phone screen questions for a [JOB TITLE] role. The screen should take [15 TO 20] minutes. I need to assess: [LIST: MOTIVATION, EXPERIENCE FIT, COMPENSATION EXPECTATIONS, AVAILABILITY, BASIC QUALIFICATIONS]. Write the questions in the order I should ask them. Include what I am listening for in the answer, not just the question itself.
Write a practical exercise or take-home task
Write a practical interview exercise for a [JOB TITLE] candidate. The core skill I want to assess is [DESCRIBE]. The exercise should: be completable in under [X HOURS], reflect real work they would do in the role, give candidates scope to show their thinking not just their output, and be fair to candidates from different backgrounds. Include the brief, the assessment criteria, and what I am looking for.
Write scoring criteria for comparing candidates
Write a scoring framework for comparing candidates for a [JOB TITLE] role. The five to seven things I care most about: [LIST]. For each criterion, write: what a 1 out of 5 looks like, what a 3 out of 5 looks like, and what a 5 out of 5 looks like. I want to use this after interviews to score consistently so I can compare candidates fairly, not just go on gut feeling.
Write debrief questions for a hiring panel
Write a structured debrief guide for a hiring panel meeting after interviewing candidates for a [JOB TITLE] role. The key criteria we interviewed against: [LIST]. The guide should: stop the most confident person from dominating, ensure everyone's assessment is heard, compare candidates against criteria rather than against each other, and end with a clear decision or next step. Under one page.
These prompts help you write offer letters, handle counter-offers, communicate rejections with care, and close the candidates you want without losing them at the finish line.
Write a verbal offer script
Write a script for a verbal offer call with [CANDIDATE NAME] for the [JOB TITLE] role at [COMPANY]. The offer details: [SALARY / EQUITY / BENEFITS / START DATE]. What I know about what they care about most: [DESCRIBE FROM CONVERSATIONS]. The call should: open warmly, present the offer clearly, address the things I know matter to them, and end with a clear ask for their response timeline. Not a hard close.
Write an offer letter
Write a formal offer letter for [CANDIDATE NAME] for the [JOB TITLE] position at [COMPANY]. Key terms: salary [AMOUNT], start date [DATE], reports to [NAME], office or remote arrangement [DESCRIBE], probation period [IF APPLICABLE]. The letter should be professional, clear, and warm. Include: the role and compensation, any conditions, acceptance instructions, and a deadline. Under [X] words.
Handle a counter-offer situation
A candidate, [NAME], has received a counter-offer from their current employer after accepting our offer for [JOB TITLE]. They are reconsidering. Help me plan the conversation: what to say to re-affirm why they were excited about this role, how to address the financial gap if there is one, how to help them think through the decision clearly without pressure, and when to let go and move on.
Write a rejection email that respects the candidate
Write a rejection email to [CANDIDATE NAME] who applied for the [JOB TITLE] role at [COMPANY]. The reason for rejection: [DESCRIBE BRIEFLY: NOT ENOUGH EXPERIENCE / ANOTHER CANDIDATE WAS A STRONGER FIT / WE HAVE PAUSED THE ROLE]. The email should: be prompt, be honest without being harsh, thank them genuinely, and leave the door open for future roles if that is true. Under 150 words. Do not use hollow phrases like "we will keep your CV on file".
Write a post-placement check-in email
Write a check-in email to [CANDIDATE NAME] who joined [COMPANY] as [JOB TITLE] [X WEEKS] ago. I want to check how they are settling in, make sure there are no issues I should know about, and keep the relationship warm for future opportunities. Under 100 words. Genuine and personal, not a templated touchpoint.
Yes, to a degree. Ask it to review your requirements list for credential inflation, flag language that may discourage certain groups from applying, and suggest more inclusive alternatives. It is not a substitute for a proper bias audit, but it can catch the most obvious issues like unnecessarily gendered language or experience requirements that exclude equivalent non-traditional backgrounds.
Give it specific information about the person you are reaching out to: their current role, something specific from their LinkedIn profile or work, and why this particular role is relevant to their background. Generic outreach sounds generic because the input was generic. The more specific the brief, the more human the output.
It can help you understand the basics of a technical role, generate relevant interview questions, and write job descriptions that are more accurate. You should validate anything technical with the hiring manager or a subject matter expert before using it. ChatGPT can help you ask better questions; it cannot replace domain knowledge.
Yes, if the output is reviewed and feels genuinely respectful. The risk is a rejection email that sounds automated, which damages the candidate experience. Use ChatGPT to draft, then read it aloud and cut anything that sounds hollow. The goal is a short, honest, respectful message, and that is achievable with AI assistance if you edit properly.
Hiring decisions. ChatGPT should not assess whether a candidate is right for a role, score interview performance, or make comparisons between candidates. Those decisions require human judgement, knowledge of your team, and accountability. Use it to help you structure and communicate, not to replace your assessment of people.
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