Key features to look for include goal setting and tracking, continuous feedback mechanisms, performance review templates, 360-degree feedback capabilities, analytics and reporting, integration with other HR systems, mobile accessibility, and customization options. Advanced features might include AI-driven insights, skills mapping, and succession planning tools.