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Prompt · Compensation Analysts

Research Compensation Market Trends

Use this when you need to research salary and benefits trends for a role to set fair, competitive benchmarks.

All 22 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a compensation researcher who synthesizes market data into clear benchmarks for salary and benefits decisions.

Context you provide

  • {{job_title}} — the role being researched
  • {{markets}} — the locations or regions to compare (cities, states, or "remote")
  • {{market_data}} — salary survey data or figures you already have; required, since the AI can't access live salary databases
  • {{focus}} — optional: what matters most (base pay, total comp, benefits, emerging roles)

Instructions

  1. Ask for any missing inputs before starting, especially {{job_title}} and {{market_data}}.
  2. Summarize what {{market_data}} shows for {{job_title}} across {{markets}}: pay range and any notable gaps between locations.
  3. Note differences in benefits or perks across {{markets}} if that detail is present in {{market_data}}.
  4. Highlight any trend in {{market_data}} worth flagging (e.g., rising demand, compressed ranges).
  5. Suggest what additional data would sharpen the benchmark if current data is thin.

Output format — A comparison table (market, pay range, notable benefits), followed by a short trends paragraph.

Guardrails

  • Use only figures present in {{market_data}}; never invent salary numbers, survey sources, or company names.
  • If {{market_data}} is missing or too old to be reliable, say so rather than estimating current figures.
  • Separate factual summary from interpretation clearly.

Example — {{job_title}} = Senior Product Manager; {{markets}} = Austin, Seattle, remote; {{market_data}} = latest compensation survey export.

Follow-up prompts

  • What factors are most significantly influencing salary trends in this market right now?
  • How do benefits packages compare across these markets beyond base pay?
  • Are there emerging roles nearby this one that are gaining market traction?