U.S. Census: Economic Census
"The Economic Census is the U.S. Government's official five-year measure of American business and the economy. It is conducted by the U.S. Census Bureau, and response is required by law." Last done in 2012, next to be done in 2017. There is a LOT of information here, and can be searched by Industry, Economic Topic, Geography, and Demographic.