Salary Research Without Guessing

Compensation conversations feel stressful when your numbers are based on guesswork.

You need a method that balances market data, role scope, and your own leverage.

Build a defensible range

Build your compensation band in 4 steps

1. Gather three data sources

Use at least three independent sources:

• Public salary ranges from job posts
• Peer-reported compensation platforms
• Recruiter conversations and network signals

Do not rely on one number from one website.

2. Normalize for role, level, and location

A "Product Manager" title can mean very different scopes.

Adjust your range based on:

• Team size and ownership
• Seniority expectations
• Market location (high-cost vs lower-cost)
• Remote policy and geo adjustments

You are pricing scope, not title alone.

3. Include total package, not base only

Track:

• Base salary
• Bonus
• Equity
• Sign-on bonus
• Benefits with real monetary value

Sometimes the best offer is not the highest base.

4. Set three numbers

Define:

• Target: ideal outcome
• Acceptable: good and fair
• Floor: walk-away threshold

If you do this before interviews, your negotiation becomes calmer.

Use the range in conversations

Quick calculation example

Suppose similar roles show:

• Base: 140k to 165k
• Bonus: 10 percent
• Equity: moderate

You might set:

• Target: 165k base + bonus + equity refresh
• Acceptable: 155k with stronger bonus/equity
• Floor: 148k total package equivalent

The exact values depend on your data and priorities.

How to answer early salary questions

Use this line:

Based on market data and the role scope, I am targeting a total package in the X to Y range, depending on base, bonus, and equity.

This shows preparation and flexibility.

Red flags and final checks

Red flags in salary research

• Using outdated data only
• Ignoring location adjustments
• Comparing different seniority levels
• Negotiating without a floor

Weak inputs lead to weak decisions.

Final check before offer stage

Before final interviews, confirm:

• Your three numbers are still current
• Your top non-cash priorities are defined
• Your negotiation message is practiced

Preparation reduces fear.

Verdict

Salary research is not about finding a perfect number. It is about setting a defensible range and negotiating from clarity.

When your numbers are grounded, you stop guessing and start making better decisions.