How to Research Salary Benchmarks with OpenClaw
Research salary benchmarks with OpenClaw and ToolRouter. Batch pay data for HR platforms.
Tool
OpenClaw processes salary benchmark queries in batch across roles, levels, and locations, returning normalized pay data for HR analytics platforms, compensation planning tools, or talent acquisition dashboards. Run multiple role and company queries in one session and maintain a consistent schema.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Job Search tool:
- Ask: "Use job-search to get salary benchmarks for software engineer, product manager, and designer roles in Berlin"
- OpenClaw returns salary range data for each role
- Ask: "Normalize to a stable schema with role, level, location, salary_min, salary_median, salary_max, currency"
- Import into your compensation planning database or HR dashboard
Example Prompt
Try this with OpenClaw using the Job Search tool
Use job-search to get salary benchmarks for software engineer, product manager, and UX designer roles at junior, mid, and senior levels in London. Return stable JSON with role, level, location, salary_min, salary_median, salary_max, and currency for each combination.
Tips
- Query all seniority levels in one session so you can build complete pay band tables
- Lock the schema before your first run so all role and level combinations are comparable
- Schedule quarterly refresh runs to keep compensation benchmarks current for annual review cycles