Job Board Content Agent

How the agent runs it

Agent pulls open roles from ATS, writes compelling JDs optimized for both SEO and candidate experience, posts to job boards, and writes employer brand blog posts. Auto-updates as roles change.

Who this is for

This business suits freelance content writers, SEO specialists, or recruitment marketers who already understand job description best practices and employer branding. If you've written job posts, optimized content for search, or consulted on hiring messaging, you have the domain knowledge to position and sell this service. It's ideal for someone who wants high-leverage recurring revenue without managing employees or complex client relationships.

Market opportunity

The U.S. job board market is worth $2B+ annually, and 70% of companies struggle with SEO-optimized job descriptions that rank and convert candidates. Remote work has increased hiring velocity—companies now post more roles across more boards simultaneously, creating acute demand for automation. AI-driven content generation has made this feasible only in the last 12 months, making now the ideal window before competitors saturate the space.

Tech stack

Monetization

$50–200 per JD or $200–2K/mo for companies with high hiring volume.

Key risks

• → Must stay current with EEOC and compliance language
• → ATS API access requires enterprise agreements

Getting started

1. 1
   Set up Claude API and ATS integrations

   Register for Claude API and gain OAuth access to Lever or Greenhouse documentation. Test pulling a real job posting from an ATS to confirm the integration works end-to-end. This validates the technical foundation before you sell anything.
2. 2
   Build a prompt template for JDs

   Write a detailed Claude prompt that takes raw job data (title, description, requirements) and outputs SEO-optimized, candidate-friendly job descriptions. Include keyword research best practices and test on 3–5 real roles to refine quality and tone.
3. 3
   Create a demo for a target company

   Approach one hiring manager or recruiter (ideally a personal connection) and offer a free sample: rewrite 1–2 of their current JDs using your agent. This builds proof of concept and gives you a case study to show prospects.
4. 4
   Design pricing and service packages

   Define two tiers: per-JD pricing ($50–200 depending on complexity) for small companies, and monthly retainers ($200–2K) for high-volume hiring teams. Align pricing with the time your agent saves them and their hiring velocity.
5. 5
   Launch outreach to recruiters and HR teams

   Build a list of 50–100 mid-market companies or agencies in your region with active hiring. Email hiring managers and recruiters with your demo, case study, and a clear ROI: better SEO rankings, faster time-to-hire, and less manual work. Track responses and iterate your pitch.

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