The Aerosmith lead singer introduced himself to the judges Mariah Carey, Keith Urban, Nicki Minaj and Randy Jackson as "Pepper LaBeija from the House of LaBeija."
The singer decided to make an appearance to wish the new judges luck as they begin the show's new season.
''I just wanted to come by and say hello. I love you. Good luck with this year,'' he told them.
Between the laughter and the chatter, Tyler's alter ego, Pepper LaBeija, didn't really get a chance to audition. As he disappointingly walked away from the set he mumbled, ''No Hollywood for me.''
Swim Week Miami Beach 2014 [PHOTOS]