OpenAI's ChatGPT is the most widely used AI tool in recruiting. This is the practical playbook: specific prompts you can copy today, the use cases with the highest ROI, and the tasks where you should keep a human in the loop.
Use ChatGPT for job description drafting, Boolean sourcing strings, behavioral interview questions, candidate outreach, and offer letter drafts. Cost: $20/month (Plus) or $30/seat (Team). Most recruiters see a 3-5x productivity lift on the right tasks within the first week.
Recruiting is a high-volume writing and reasoning job. Every open role generates a job description, a sourcing strategy, a set of interview questions, a scorecard, candidate emails, and an offer letter. ChatGPT handles all of these at draft quality in seconds, which means your time goes to the judgment calls that actually require a human: whether a candidate is the right fit, and whether the hiring manager's requirements are realistic.
The GPT Store also gives recruiters access to purpose-built Custom GPTs for ATS parsing, Boolean string generation, and outreach sequencing, all without an engineering team.
These prompts are written to be pasted directly into ChatGPT. Replace the bracketed fields with your specifics.
| Task | Prompt | What to do after |
|---|---|---|
| Job description | Write a job description for a [job title] at a [company type]. The role reports to [manager title] and requires [skill 1], [skill 2], [skill 3]. Keep it under 400 words. Plain language. No jargon. End with a "What success looks like in 90 days" section.Paste the JD back with: "Now rewrite the requirements section to remove anything that would screen out qualified career changers." | Edit tone to match your employer brand, then post |
| Boolean sourcing string | Build a LinkedIn Boolean search string for a [role] with experience in [skill 1], [skill 2], and [skill 3]. Include synonyms and title variations. Format it so I can paste directly into LinkedIn Recruiter.Follow up: "Add a version that targets candidates currently at [competitor 1] or [competitor 2]." | Test the string in LinkedIn, then save it as a Project template |
| Interview questions | Generate 8 behavioral interview questions for this job description: [paste JD]. For each question, include what a strong answer looks like and a red flag to watch for.Follow up: "Rank these questions from most to least predictive of success in the first 90 days." | Add company-specific questions, then format as a scorecard |
| Candidate outreach | Write a cold LinkedIn message to a [job title] at [company type]. I am recruiting for a [open role] at [your company]. The message should be under 75 words, show I read their profile, and end with a low-friction ask.Follow up: "Write 3 variations with different subject hooks." | Personalize with 1 specific detail from their actual profile before sending |
| Resume screen | Here is a job description: [paste JD]. Here is a resume: [paste resume text]. Score this candidate from 1-10 on each hard requirement. List gaps. Give an overall fit score and a one-sentence hiring recommendation.Note: use as triage only. Final decisions require human review. | Use the score to prioritize your call list, not to reject candidates automatically |
| Offer letter draft | Draft an offer letter for a [job title] position with a start date of [date], base salary of $[amount], and [bonus/equity details]. Tone: professional but warm. Include a deadline to respond by [date].Follow up: "Add a paragraph describing the benefits package: [list benefits]." | Legal and HR review before sending; do not treat the draft as final |
| Hiring manager prep | I am meeting with a hiring manager to open a [job title] role. Write 6 questions I should ask to understand what they actually need, uncover unrealistic requirements, and align on what "qualified" means.Follow up: "Add 2 questions to surface whether they have interviewed for this role before and why it is open." | Bring the questions printed; take notes in the meeting |
| Rejection email | Write a respectful rejection email for a candidate who made it to the final round but was not selected. Acknowledge their time. Leave the door open for future roles. Keep it under 100 words. Do not use clichés like "we will keep your resume on file."Follow up: "Write a version for a candidate who did not make it past the phone screen." | Personalize the first sentence with something specific from the interview |
Not every recruiting task benefits equally from AI. These five categories produce the fastest measurable return:
Three patterns that compound across a full recruiting desk:
These categories require human judgment. AI assists; humans decide.
ChatGPT pricing for teams in 2026:
For most in-house recruiting teams, Team at $30/seat is the right default. The shared workspace alone saves hours per week when team members are hiring for the same roles. See the AI Tool Stack Auditor for a personalized recommendation based on your team size and tool set.