Are closed-network salary data sources growing in popularity?

Yes. Closed-network, HR-sourced data sets like Payscale Peer are used by 31% of organizations in 2026, up 10% since 2023, making them one of the fastest-growing benchmarking sources.

What is the most important quality characteristic for salary data?

71% of organizations cite industry specificity as the most critical factor when evaluating salary data quality for market pricing, per Payscale's 2026 Compensation Best Practices Report.

Salary Data: Sources, Quality & Market Pricing Strategy

Q: How many salary data sources do organizations typically use?

Organizations use a median of 3 salary data sources in 2026, rising to 4 for Payscale customers and organizations with more than 5,000 employees, per Payscale's 2026 Compensation Best Practices Report.

Explore salary data research, guides, webinars and more

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Managing pay equity and pay gaps in an age of transparency | On-demand webinar

Join us for a data-informed discussion with pay equity leaders from Trusaic and Payscale as we explore how transparency is changing the rules — and what that means for your strategy, reporting, and pay equity conversations.

Webinar

2026 Compensation Best Practices Panel On-demand webinar

Join HR, compensation, and talent leaders for a special 90-minute panel exploring the biggest findings from this year’s 2026 compensation best practices report.

Guide

HR’s 2026 guide to pay equity

Commitment to pay equity analysis is increasing. Learn how labor market pressures, pay transparency compliance, evolving expectations, and modern technology are making pay equity analysis more proactive and powerful.

Guide

An HR generalist’s guide to compensation management

Whether you're missing market data, navigating pay equity concerns, or drowning in spreadsheets, this guide has you covered.

Quick Guide

Benchmarking jobs using smart technology

Job benchmarking used to be painfully slow. The first problem? Finding reliable market data.

Research Report

2026 Compensation Best Practices Report

Survey data and insights from HR and compensation professionals to support best-in-class compensation management in a year of strategic alignment.

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Mastering merit season: Best practices for success On-demand webinar

In this webinar, our compensation experts will share best practices for making the most of merit season—from early planning to execution and communication.

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The real costs of pay compression

With a labor market cooling, some employers aren’t concerned with pay compression.

Quick Guide

Your survey management playbook

Salary surveys shapes your entire compensation program. Without HR-reported job pricing, you can’t do much of anything.

Whitepaper

Preventing regrettable turnover when pay goes public

In today's unsteady labor market, many employers are deprioritizing retention amid layoffs and slower hiring. Top talent, however, retains strong options even in an employer's market.

Quick Guide

Building a stronger salary data strategy

Traditional survey data isn’t enough. But you already knew that. It’s why you’re gut-checking pay ranges on job boards.

Webinar

Paycycle in action: Kick off 2026 pay reviews & fast On-demand webinar

In this fast-paced, fireside-style conversation, you’ll hear how a Paycycle customer kicks off the year with confidence: what they changed, what worked, and how they run pay reviews without the chaos.

How many salary data sources are organizations typically using today, and how does that change for larger employers?

3 is the median number of data sources used by organizations in 2026, rising to 4 for Payscale customers and organizations with more than 5,000 employees.

Are closed-network, HR-sourced data sets like Peer becoming one of the fastest-growing sources of salary benchmarking data?

Closed-network HR-sourced industry data like Peer are fast-growing, used by 31% of organizations in 2026 and increasing 10% since 2023.

What quality characteristic matters most to organizations when evaluating salary data for market pricing?

71% of organizations cite specificity to industry as most critical for assessing the quality of salary data for market pricing.