No, The Neon Judgement is not a goth band, because they play EBM, Industrial, New Wave, Minimal Synth, 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 "Sultan of Sex", "Miss Brown", and "Shiny Happiness".

If you want to dive into the goth music scene, some of the bands that might appeal to you if you enjoy The Neon Judgement are Bauhaus, The Sisters of Mercy, and Trisomie 21.