Yes, Happy Straps is definitely a goth band because most of their albums belong to the Gothic Rock and Deathrock genres, which are among the core subgenres of goth music. Albums like Last Pleasure, What A Pleasure, and Pleasures 1985 - 86 are examples of their goth sound.