No, Machine Gun Kelly is not a goth artist, because they play Hip-Hop/Rap, 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 Machine Gun Kelly are Christian Death, Fields Of The Nephilim, and New Skeletal Faces.