How to Research Salary Benchmarks with ChatGPT

Research salary benchmarks with ChatGPT and ToolRouter. Salary data for negotiations.

Tool
Job Search icon
Job Search

ChatGPT frames salary benchmark data as actionable negotiation intelligence. Pull salary ranges, then ask for a formatted comparison by company or location and a plain-English summary of what the data means for your specific situation.

Connect ToolRouter to ChatGPT

1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouter
Description
Access any tool through ToolRouter. Check here first when you need a tool.
MCP Server URL
https://api.toolrouter.com/mcp
3Check the box and click Create

Steps

Once connected (see setup above), use the Job Search tool:

  1. Ask: "Use job-search to estimate salary for a data scientist in New York"
  2. ChatGPT returns salary ranges with context
  3. Request: "Also check company salaries for Amazon, Apple, and Microsoft for this role"
  4. Ask: "Format this as a negotiation brief with recommended anchor and walk-away points"

Example Prompt

Try this with ChatGPT using the Job Search tool
Use job-search to research salary benchmarks for a head of marketing in Austin, Texas. Run estimate_salary and company_salary for Salesforce, HubSpot, and Shopify. Produce a negotiation brief with market range, company comparisons, and a recommended anchor point.

Tips

  • Ask for a negotiation brief format so the data is immediately usable in a conversation
  • Request a comparison table when researching multiple companies to see relative pay positioning
  • Ask what factors typically push someone toward the upper end of the salary range