How to Scrape Job Listings with ChatGPT
Extract job listing data with ChatGPT and ToolRouter. AI-powered hiring market research from any job board.
Tool
ChatGPT extracts job listing data and presents it with analytical context. It categorizes roles by seniority, department, and technology requirements, identifies hiring trends, and can generate market research reports from the data. This is ideal for recruiters, investors, and market analysts who need to understand hiring patterns.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Web Scraper tool:
- Ask: "Scrape job listings for 'senior frontend developer' from example-jobs.com"
- ChatGPT extracts listings with titles, companies, locations, and salary data
- Request analysis: "Summarize the salary ranges and most requested skills"
- Ask for a market report based on the extracted data
Example Prompt
Try this with ChatGPT using the Web Scraper tool
Scrape job listings for "product manager" from example-jobs.com. Summarize average salaries, top required skills, and which companies are hiring most.
Tips
- ChatGPT generates excellent summaries and market reports from raw job data
- Ask it to compare job markets across different cities or regions
- Request visualizable data formats for creating charts