Frank Mars invented the Milky Way candy bar after three years of research in 1923. It was the first filled candy bar. The flavor of the filling was inspired by the chocolate-malt milkshake that was popular at the time. When Frank Mars named the candy bar, he named it the Milky Way because of its milkshake-like filling.