It depends on what you count. The U.S. Census Bureau counted 1,029,689 establishments with paid employees in 2023 (County Business Patterns) and 3,686,618 businesses without paid employees in 2024 (Nonemployer Statistics), 4,716,307 together. Of the businesses without employees, 3,181,970 were sole proprietorships. None of these figures comes from our dataset.