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The Satisfaction Trap: The HRMS Buyer Signal Report

Seven in ten HR buyers rate their system a 4 or 5. 3.8% of decision makers intend to replace it within twelve months. First-party findings from 10,913 recorded conversations, every denominator shown.

The Short Fuse: The Payroll Buyer Signal Report

Payroll buyers rate their systems lowest in the HR stack, and unlike everywhere else the unhappy ones leave. 1,608 recorded conversations, denominators shown.

The Enterprise Cliff: The Benefits Administration Buyer Signal Report

Benefits buyers are the happiest in HR software and the least available, and those are the same fact. 884 recorded conversations, every denominator shown.

The Category Nobody Owns: A Signal Note on Learning Management

Two in three learning management buyers run a system with no recognizable name on it, and three in four can name something it cannot do. 1,096 conversations.

Research Methodology

How Rover collects first-party conversation data, conversation volume (53,000+ recorded since 2023), quality controls, anonymization practices, and TruSQL scoring methodology.

HR Software and Service Buying Snapshot, Q1 2026: superseded.

The in-market figures in this snapshot were produced before the Buyer Signal Series method was fixed and are not comparable to the current reports. Four reports replace it: The Satisfaction Trap (HRMS), The Short Fuse (Payroll), The Enterprise Cliff (Benefits), and The Category Nobody Owns (Learning Management). Section 04 of the learning management note explains why the earlier figures moved with the question rather than the market.