D=OUT (ダウト), pronounced "Doubt," is a Japanese visual kei rock band formed in Tokyo in December 2006. Known for their eclectic fusion of musical styles, they blend elements of rock, pop, jazz, and traditional Japanese music, creating a unique sound that distinguishes them within the visual kei scene.