---
title: ToolRouter — Use Case
description: Step-by-step guide for a real-world ToolRouter use case with agent-specific instructions.
url: https://toolrouter.com/tools/web-scraper/use-cases/scrape-job-listings
---
# Scrape Job Listings for Market Research

Job listings are a goldmine of market intelligence. They reveal what skills companies are hiring for, what salaries they offer, where they're expanding, and what technologies they're adopting. Analyzing job data at scale gives you insights that no survey or report can match because it reflects actual hiring behavior, not self-reported intentions.

ToolRouter's scrape_page skill fetches job listing pages while extract_data pulls out structured fields like job title, company, location, salary range, required skills, and posting date. This works across major job boards and company career pages, handling different page layouts automatically.

Recruiting agencies use this data to understand talent demand. Startups use it to benchmark salaries. Investors use it to track which companies are scaling. Career coaches use it to advise clients on high-demand skills. The applications are as varied as the insights the data provides.

**Tool:** [Web Scraper](https://toolrouter.com/tools/web-scraper)
**Skills:** scrape_page, extract_data

## Agent Guides

- [How to Scrape Job Listings with Claude](https://toolrouter.com/tools/web-scraper/use-cases/scrape-job-listings/claude): Guide for Claude
- [How to Scrape Job Listings with ChatGPT](https://toolrouter.com/tools/web-scraper/use-cases/scrape-job-listings/chatgpt): Guide for ChatGPT
- [How to Scrape Job Listings with Copilot](https://toolrouter.com/tools/web-scraper/use-cases/scrape-job-listings/copilot): Guide for Copilot
- [How to Scrape Job Listings with OpenClaw](https://toolrouter.com/tools/web-scraper/use-cases/scrape-job-listings/openclaw): Guide for OpenClaw
