Middleton rarely takes a singer or songwriter's role for Powderfinger, generally delegating those tasks to Bernard Fanning.
Middleton has cited numerous Australian bands, including AC/DC, Crowded House, and Midnight Oil, as ongoing influences in his music, as well as international artists including Neil Young, Led Zeppelin, and Ben Harper.