Several outlets have published lists of top data loss prevention software for 2026, with some lists including 10 options and others featuring more. The lists appear to vary in their specific focus, with some emphasizing data loss prevention and others highlighting data privacy management or data security companies. The exact number and types of software included differ across the lists, indicating some uncertainty in the rankings.