Trust-busting primarily involved large corporations and monopolies, particularly notable companies like Standard Oil, U.S. Steel, and the American Tobacco Company, as well as their executives and owners. It also engaged government officials, such as President Theodore Roosevelt and his successor William Howard Taft, who implemented antitrust measures to dismantle or regulate these powerful entities.