The fan clubs are objecting because during interviews just days after Jackson's death, Kiss member Gene Simmons spoke about his suspicions that Jackson was a pedophile.
Promoters said they were unaware of Simmons' statements when they booked Kiss for the show.
Several fan clubs are now calling for a boycott of "Michael Forever: The Tribute Concert," which is scheduled to take place on Oct.8 in Cardiff, Wales.