Run a Niche Recruiting Agency
Map target companies, source and score candidates, run first interviews and match the best.
How It Works
| # | Who | Input | Does | Output |
|---|---|---|---|---|
| 1 | Job to Shortlist Recruiter | Job description and Candidate data | Builds shortlist | Hand-off to Mappy (Talent Map) |
| 2 | Mappy (Talent Map) | Output from Job to Shortlist Recruiter | Maps talent | Hand-off to Resume Ranking Sheet |
| 3 | Resume Ranking Sheet | Output from Mappy (Talent Map) | Scores resumes | Hand-off to Resume and Voice Interview Screener |
| 4 | Resume and Voice Interview Screener | Output from Resume Ranking Sheet | Runs first interview | Hand-off to Talent Matchmaker |
| 5 | Talent Matchmaker | Output from Resume and Voice Interview Screener | Matches candidates | Hand-off to you |
| 6 | You | Output from Talent Matchmaker | Interview and place | Shortlists, Interview notes and Placements |
Money Potential: $$$ High Our estimate of relative earning potential, not a promise or income claim
$0 to $15k/mo Estimate. Assumes 0 to 1 placement a month at a percent of salary. Not a promise of income. Disclaimer
Our estimate. Assumes a placement fee per hire.
Money tiers are our estimates (labelled Estimate) of relative earning potential, each with its assumption. They are not promises, income claims or advice. Results depend on your market, offer and effort.
How It Makes Money
- Placement fees are large per hire.
- Screening time drops.
- Estimate math: 0 to 1 placement a month at a percent of salary = about $0 to $15k a month.
Who It's For
- Independent recruiters.
- Small businesses hiring
- Recruiting agencies
What It Does
- Job to Shortlist Recruiter: Turns a job into a candidate shortlist.
- Mappy (Talent Map): Maps people at target companies.
- Resume Ranking Sheet: Scores resumes against the job.
- Resume and Voice Interview Screener: Runs a first behavioral interview.
- Talent Matchmaker: Matches candidates and roles.
How to Set It Up
- Time to Set Up
- About one to two days (our estimate)
- Difficulty
- Advanced
- Tools Needed
- Grok Bot: Grok Bot account needed
- n8n: Free to self-host; n8n Cloud is paid
- Airtable: Free plan available
- Claude: Free plan available; API is pay as you go
- OpenAI: Pay as you go (API billed per token)
- Google Drive: Free with a Google account (15 GB); more storage is paid
- Gemini: Pay as you go or paid plan
- Google Sheets: Free with a Google account
- Notion: Free plan available
- Add the 5 bots in the stack: Job to Shortlist Recruiter, Mappy (Talent Map), Resume Ranking Sheet, Resume and Voice Interview Screener and Talent Matchmaker.
- Connect the tools they use, starting with Airtable, Claude, OpenAI, Google Drive, Gemini; the full list is below.
- Write a short brief: who you serve, what you sell and what each bot must never do.
- Run each bot once, in the order shown in the flow, and check every output by hand.
- Fix instructions where results were off, then run the whole flow end to end.
- Schedule the routine parts and keep an approval step before anything reaches a customer.
The Bot Stack
n8n
Airtable
Claude
OpenAI 
Grokn8n
Google Drive
Gemini
Google Sheets n8nGoogle DriveGeminiGoogle Sheets
Notion Cost to Run Our estimate of relative earning potential, not a promise or income claim
A Grok Bot plan, plus an account on each tool the stack connects to: n8n, Airtable, Claude, OpenAI, Grok, Google Drive, Gemini, Google Sheets, Notion. We show a price only when we have checked it on a public page, with the source and date below.
Guardrails
- Handle customer and candidate data under your local privacy rules.
- A person stays reachable for anything the bot is unsure about.
Results to Expect Our estimate of relative earning potential, not a promise or income claim
- Our estimate: $0 to $15k a month. Basis: 0 to 1 placement a month at a percent of salary. Not a promise of income.
- What you should see first: shortlists, interview notes and placements.
Our estimate, not a promise or a typical result. Results depend on your effort, skills, market and costs.
Tips and Pitfalls
- Use clear, fair criteria and review every decision.
- Follow local hiring and data laws.
- Start with one customer segment and add more only when the flow runs cleanly.
Questions
How much money can you make if you run a niche recruiting agency?
Our estimate is $0 to $15k a month, assuming 0 to 1 placement a month at a percent of salary. It is an estimate, not a promise; results depend on your market, offer and effort.
What tools do I need to run a niche recruiting agency?
The 5 bots in the stack, plus Airtable, Claude, OpenAI, Google Drive and Gemini. Each tool may need its own plan.
How long does this setup take?
Our estimate is one to two days for a first end-to-end run at advanced level. Plan a few more runs to tune it.
Related Links
Sources
Inspired by Starter Story (recruiting agency idea). Steps and wording are our own.
- Job to Shortlist Recruiter, source by Fabian Herhold
- Mappy (Talent Map), post by @NickRoman · share page
- Resume Ranking Sheet, source by Tharwat Mohamed
- Resume and Voice Interview Screener, source by Brian Coyle
- Talent Matchmaker, post by @lennysan · share page
Labels: V verified by us on the linked page, Estimate our own estimate, A the creator's own claim. This page is our own write-up; the bots belong to their creators.
More Grok Bot ideas: Grok Bot Use Cases · Use Grok Bot to Make Money