ChatGPT Prompts for Recruiting Business Development: 8 Copy Ready Prompts for Agency Recruiters

Eight copy ready ChatGPT, Claude, Grok and Gemini prompts for agency recruiting business development: company research, hiring manager outreach, candidate marketing, sales calls and hiring signals.

AI Academy/Prompt library/Business development

Business development prompts for ChatGPT, Claude, Grok and Gemini

Eight prompts for agency recruiters: research a target company, write to a hiring manager, market a candidate, prepare for sales calls and spot hiring signals.

  • ChatGPT
  • Claude
  • Grok
  • Gemini
  • 8prompts
  • 4AI assistants
  • Freeplans work fine

Updated September 2026

Before you paste

  1. Paste the source: a job post, a funding story or an earnings call quote.
  2. Say who you are writing to and why now.
  3. Check every company fact on the company’s own site before you use it.

In short

For agency recruiters, AI is best at the research that used to eat the morning: what a company is hiring for, why now and who owns the hire. The prompts below turn a job post, a funding story or an earnings call into a short, specific note a hiring manager might answer.

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 who is hired and who is not. Keep the last line of each prompt: it makes the assistant flag missing details instead of inventing them.

Client business development prompts

8 prompts

These 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

Use whenA company shows a hiring signal and you want to know why before you call.

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

Use whenYou have a reason to contact a new prospect and want to lead with something useful.

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. Use only the details I give you here. If something you need is missing, write [missing] and tell me what to add, rather than making it up.

Market a candidate without identifying them

Use whenYou have a strong candidate and want to show them to clients who have no open role yet.

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. Use only the details I give you here. If something you need is missing, write [missing] and tell me what to add, rather than making it up.

Watch outRead it as their current boss would. If they could guess who it is, cut more.

Prepare for a sales call

Use whenA prospect has agreed to talk and you want to run the call, not just react to it.

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]. Use only the details I give you here. If something you need is missing, write [missing] and tell me what to add, rather than making it up.

Plan a weekly business development list

Use whenIt is Monday, you have a list of hiring signals and time for only a few calls.

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. Use only the details I give you here. If something you need is missing, write [missing] and tell me what to add, rather than making it up.

Pull hiring signals from earnings calls and funding news

Use whenA target company has just reported results or raised money, and you want a reason to call that other recruiters will miss.

I recruit [niche]. Here is [company name]'s [earnings call transcript, quarterly report or funding announcement]: [paste]. List every line that points to a hiring need: new products, new markets, leadership changes, headcount plans, comments on attrition, or money going into a team. For each one, quote the line, name the roles it is likely to create and give me one outreach angle I could open with. Be specific: name the team and the skill, not "they will be hiring engineers". Use only the pasted text.

Watch outA plan mentioned on an earnings call is not an open role. Check their careers page and hiring pace before you pitch.

Map a new niche before you pitch it

Use whenYou want to open a new market and need a plan before you spend a month cold calling.

I run a recruiting agency and want to move into [niche] in [region]. Build a first draft market map: 1) the kinds of companies in this space grouped by stage (early, growing, established), with examples only where you are confident; 2) the five to seven roles they hire most; 3) where these candidates work now, their usual career path and what tends to make them move; 4) the types of agencies already serving this niche and how they position themselves; 5) a 60 day plan for winning a first client when I have none. Label anything that could be out of date so I can check it.

Watch outAI company lists mix live firms with ones that have folded or merged. Check every name before it goes on your list.

Build a trigger watchlist for current clients

Use whenMost of your fees come from a few clients, and you only hear about their new roles after a competitor has them.

Here are my current and past clients, their industries and the roles I have filled for each: [paste list, no candidate names]. For each client, suggest three events that would signal a new hiring need, tied to their industry and the roles I have placed before. Then give me a simple monitoring plan: which sources to watch (press releases, job boards, LinkedIn, company filings, local news), how often to check each one, and the short message I would send when a trigger happens. Use only the details I give you here. If something you need is missing, write [missing] and tell me what to add, rather than making it up.

How to get better results

How do you find companies to call?

Plan a weekly business development list and Pull hiring signals from earnings calls and funding news give you a short list each week with a reason for each name.

How do you write to a hiring manager?

Lead with their problem, not your agency. Write an outreach email to a hiring manager opens with the hiring signal you supply and offers something useful before it asks for a meeting.

How do you market a candidate safely?

Market a candidate without identifying them removes the details that give the person away. Get the candidate’s permission before you send anything.

Keep going

Quick answers

3 questions

Can ChatGPT find companies that are hiring?

With web search switched on it can find job posts, funding and news for a company or a niche. Check each fact on the company’s own site; AI search sometimes mixes up companies with similar names.

How do agency recruiters use AI for sales?

To research target companies, spot hiring signals, draft outreach to hiring managers and prepare for sales calls. The relationship and the pitch stay with the recruiter.

Is it OK to send an anonymized candidate profile to a client?

Only with the candidate’s permission. The candidate marketing prompt removes identifying details, but a unique title and company can still give someone away, so read it with that in mind.

More recruiting prompts

Learn the rest in the AI Academy.

Eight free modules that take a recruiter from first prompt to automations that run on a schedule.