No, Under Neat What is not a goth band, because they play Alternative/Glam Rock, while goth music consists of Gothic Rock and its derived genres, like Deathrock, Darkwave, Ethereal Wave, and Coldwave.

However, they do have a significant goth influence and even have some goth songs in their repertoire, like "Way Out West".

If you want to dive into the goth music scene, some of the bands that might appeal to you if you enjoy Under Neat What are Bauhaus and The Southern Death Cult.