AI Academy/Prompt library
Recruiting prompts for ChatGPT, Claude and Grok
Copy ready prompts for every stage of a search, from the intake call to the client pitch. Each one tells the AI what to do, what to work from and what to hand back.
- 31prompts
- 6recruiting tasks
- Freeplans work fine
How to use a prompt
- Pick a task below and find the prompt that fits.
- Swap each [bracket], such as [job title], for your own details.
- Paste it into ChatGPT, Claude or Grok and read the answer before it goes anywhere.
- Intake meetings5 prompts
- Boolean and sourcing6 prompts
- Candidate outreach5 prompts
- Screening notes5 prompts
- Job ads5 prompts
- Business development5 prompts
Keep candidate data outTake names and contact details out before you paste anything into a personal account. Module 4, Lesson 5 explains why.
Read before it goes outCheck every answer before it reaches a candidate or client. The AI drafts; you decide.
Intake meeting prompts
5 promptsUse these before, during and after a hiring manager intake. They pair with Module 6, Lesson 1.
Prepare questions for an intake meeting
You are an experienced recruiter preparing for an intake meeting with a hiring manager. The role is [job title] at [type of company, size, location or remote]. Here is what I know so far: [paste the old job description or notes]. Write 12 questions I should ask, grouped under: the problem this hire solves, must have skills, team and interview process, pay and location, and selling the role. Flag any question where the answer will change who I search for.
Turn intake notes into a search brief
Here are my notes from an intake meeting: [paste notes]. Turn them into a one page search brief with these headings: role summary in two sentences, must haves (no more than five), nice to haves, dealbreakers, target companies, companies to avoid, pay range, interview steps and timeline, and how to pitch the role in one line. Where my notes are unclear or contradict each other, list a question to send back to the hiring manager instead of guessing.
Challenge an unrealistic brief
A hiring manager wants: [paste requirements] for a pay range of [range] in [location]. Act as a candid recruiting advisor. Tell me which requirements are likely to shrink the pool the most, which two I should ask them to drop or move to nice to have, and write a short, polite message I can send explaining the trade off. Do not invent market data; tell me what I should check instead.
Write the intake follow up email
Write a short follow up email to [hiring manager first name] after our intake meeting for [job title]. Confirm the must haves, the pay range, the interview steps and the date of my first shortlist: [paste details]. End with the two open questions below and ask for answers by [day]: [questions]. Keep it under 150 words, friendly and plain.
Spot the real requirements in an old job description
Here is a job description that was written a while ago: [paste]. Separate what looks like a genuine requirement from what looks like copied boilerplate. Give me two lists with a one line reason for each item, then three questions to confirm with the hiring manager.
Boolean and sourcing prompts
6 promptsThese pair with Module 2, Lesson 2. Check any string before you run it, because AI tools sometimes invent operators a site does not support. The free Boolean search builder gives you a clean starting string.
List title variants
I am sourcing for a [job title] who does [two or three core duties]. List 15 job titles people in this role actually use on LinkedIn and resumes, including older and newer names and common abbreviations. Then list titles that look similar but are a different job, so I can exclude them.
Build a Boolean string
Build a Boolean search string for LinkedIn. Titles: [list]. Must have skills: [list]. Exclude these titles: [list]. Use only AND, OR, NOT, quotes and parentheses. Keep it under 900 characters. Then give me a narrower version with the two most important skills only, and a broader version with titles only.
Google X-ray search
Write three Google search strings that find public LinkedIn profiles (site:linkedin.com/in) for [job title] in [city or region] with [skill]. Use a minus sign to exclude [titles to exclude]. Explain in one line what each string is designed to catch.
Find where the talent is
Where do experienced [job title] professionals in [location or remote] spend time online and in person? List communities, forums, open source projects, conferences, meetups and newsletters. For each one, say how a recruiter can take part without spamming. Mark anything you are unsure still exists so I can check it.
Suggest target companies
I need candidates for [job title] with [key experience]. Suggest 20 types of companies, and examples where you are confident, where people build this experience. Group them by industry. Leave out these companies, which are off limits: [list]. I will verify every company before I source from it.
Rewrite a search brief for an AI sourcing tool
Rewrite this search brief as a plain English request for an AI sourcing tool: [paste brief]. Describe the ideal person in three to five sentences covering what they have done, not just keywords. Add a separate line of dealbreakers. Do not mention age, gender, nationality or anything that could stand in for them.
Candidate outreach prompts
5 promptsThese pair with Module 2, Lesson 5. Run the final draft through the free cold email spam checker before it goes into a sequence.
First message from a profile
Write a first outreach message to a potential candidate. Their public profile says: [paste the relevant parts, no contact details]. The role: [job title, company type, pay range, location or remote, one thing that makes it special]. Mention one specific thing from their profile and why it fits. Under 90 words, no hype words, one clear question at the end. Give me two versions: one for email with a subject line, one for a LinkedIn message.
Follow up sequence
Here is my first outreach message: [paste]. Write two follow ups to send if there is no reply, one after four days and one after ten. Each must add something new (a detail about the team, the pay, the problem they would solve) rather than just checking in. Under 60 words each. The last one should close the loop politely.
Reply to a candidate who is not interested
A candidate replied: [paste reply]. Write a short, warm response that respects their answer, asks whether I can keep in touch for future roles, and asks, only if it feels natural, whether they know anyone who might be interested. Under 70 words.
Personalize at scale without inventing facts
Below is a table of candidates with public details I have checked: [paste columns such as current title, company type, one notable project]. For each row, write one opening sentence that references the detail in that row and connects it to this role: [role summary]. Use only the information in the table. If a row has nothing useful, write "generic" instead of inventing something.
Answer a candidate’s question about AI in the process
A candidate asked whether AI will screen their application. Our process uses AI for [what it does] and a person reviews [what a person reviews]. Candidates can ask for [alternative route]. Write a clear, honest reply under 100 words without legal jargon.
Screening notes prompts
5 promptsThese pair with Module 3, Lesson 1 and Module 3, Lesson 3. Remove names, contact details and anything that reveals age, health, family or background before you paste a resume. You make the decision; the AI organizes the evidence.
Compare a resume with the must haves
Here are the must haves for a [job title] role: [list]. Here is an anonymized resume: [paste]. For each must have, say "clear evidence", "some evidence" or "no evidence" and quote the line from the resume that supports it. Do not give an overall score or a hire recommendation. List three questions to ask on the screening call to fill the gaps.
Plan a screening call
I have a 20 minute screening call with a candidate for [job title]. The must haves are [list] and the gaps I noticed are [list]. Write a call plan: a two line opener, five questions in order with what a strong answer sounds like, two questions to check motivation and pay expectations, and a close that explains the next steps.
Turn call notes into a submission summary
Here are my rough notes from a screening call: [paste notes, no contact details]. Write a candidate summary for the hiring manager: three bullet highlights tied to the must haves, one honest concern, pay expectation, notice period and availability for interviews. Use only what is in my notes. Mark anything you had to infer so I can check it.
Write a structured interview scorecard
Create an interview scorecard for [job title] based on these must haves: [list]. For each one, give one behavioral question, what a 1, 3 and 5 answer looks like, and a space for evidence. Keep the language neutral and job related.
Write a respectful rejection
Write a short rejection email to a candidate who reached the [stage] stage for [job title]. Thank them for their time, be clear that we are not moving forward, and give one line of honest, general feedback: [feedback]. Do not mention AI screening, scores or other candidates. Under 90 words.
Job ad prompts
5 promptsThese pair with Module 6, Lesson 2. Run the finished ad through the free job description bias checker.
Draft a job ad from a search brief
Write a job ad for [job title] using this search brief: [paste brief]. Structure: a two sentence hook about the problem the person will solve, what you will do in the first six months, what you need (no more than six points), what is nice to have, pay range and benefits, location and working pattern, and how to apply. Plain language, second person, no clichés like "rockstar" or "fast paced environment".
Cut a long job description
This job description is too long: [paste]. Cut it to under 400 words without losing the pay range, the must haves or the location. Merge duplicate duties and remove company boilerplate. Show me what you removed at the end.
Check an ad for exclusionary wording
Review this job ad for wording that could put off qualified people: gender coded words, age coded phrases, unnecessary degree or years requirements, and physical requirements that are not essential. List each issue with a plainer alternative. Do not rewrite the whole ad. Ad: [paste]
Write screening questions for the application form
Write five application questions for a [job title] role that check the must haves [list] and are hard to answer well with a generic AI response. Ask for specific examples, numbers or choices the person made. Include what a strong answer would mention so I can review answers quickly.
Write a social post for the role
Write a LinkedIn post announcing that I am hiring a [job title]. Include the problem they will solve, the pay range, location or remote, and one detail about the team. Under 120 words, no hashtag lists, end with how to reach me.
Client business development prompts
5 promptsThese pair with Module 6, Lesson 5. Check every company fact the AI gives you against the company’s own site or a news source before you use it.
Research a target company
I am an agency recruiter specializing in [niche]. Summarize what you can find about [company name] from these sources: [paste text from their careers page, recent news or funding announcement]. Tell me what they seem to be hiring for, what might be hard to hire, who likely owns hiring for [function], and one reason they might need outside help right now. Use only the pasted sources.
Write an outreach email to a hiring manager
Write a first email to [title] at a company that [hiring signal, e.g. posted four data engineering roles this month]. I recruit [niche] and recently [one relevant result, no client names]. Offer one useful thing (a market insight, a pay benchmark, a candidate profile) rather than asking for a meeting straight away. Under 110 words with a subject line.
Market a candidate without identifying them
Write a short anonymized candidate profile to share with prospective clients. Details: [skills, years of experience, types of achievement, location, notice, pay expectation]. Remove anything that identifies the person or their current employer. Under 100 words, factual, no superlatives. I have the candidate's permission to market them.
Prepare for a sales call
I have a call with [title] at a [type and size of company] that is hiring [roles]. Give me: five discovery questions, the three objections I am most likely to hear about using an agency and a short honest answer to each, and a one line summary of how I would describe my service. My terms are [fee and guarantee].
Plan a weekly business development list
Here is a list of companies that showed a hiring signal this week: [paste company names and signals]. My ideal client is [ideal client profile]. Rank the list from best fit to worst fit with a one line reason each, and suggest which three to contact first and what to lead with.
Free tool
Stop repeating your rules in every prompt
Build your titles, exclusions and rules once with the recruiting playbook builder, then paste the result into a project so every chat starts with them. Module 8, Lesson 2 shows how.
What makes these prompts work?
Each prompt follows the five part method from Module 1, Lesson 4: a role for the AI, the task, the material to work from, the format you want back and the limits it must respect. If an answer misses, add more material rather than more instructions. A pasted job description beats a paragraph of adjectives every time.
Quick answers
4 questionsDo these prompts work in ChatGPT, Claude and Grok?
Yes. They use plain instructions that any modern assistant follows. Gemini and Copilot handle them too. Answers differ a little between assistants, so try the same prompt in two and keep the one you prefer.
Can I paste a real resume into these prompts?
Only into a business account your employer approves, and even then take out contact details. Personal ChatGPT, Claude and Grok accounts may use chats to train models unless you switch that off. See what candidate data is safe.
Why do my results come out generic?
The AI only knows what you give it. Paste the real job description, your intake notes or the profile text. Specific material in, specific writing out.
How do I stop repeating the same context?
Put your standing details in a project or custom instructions once. Module 8, Lesson 2 walks through it.
Learn the rest in the AI Academy.
Eight free modules that take a recruiter from first prompt to automations that run on a schedule.