No, Black Veil Brides is not a goth band, because they play Alternative/Hard Rock, while goth music consists of Gothic Rock and its derived genres, like Deathrock, Darkwave, Ethereal Wave, and Coldwave.

If you want to dive into the goth music scene, some of the bands that might appeal to you if you enjoy Black Veil Brides are Fields Of The Nephilim, Nosferatu, and The Sisters of Mercy.