It depends on what you count. The U.S. Census Bureau counted 670,878 establishments with paid employees in 2023 (County Business Patterns) and 3,318,535 businesses without paid employees in 2024 (Nonemployer Statistics), 3,989,413 together. Of the businesses without employees, 2,991,698 were sole proprietorships. None of these figures comes from our dataset.