Scratch My Arse Rock is a popular fishing location off the coast of Palmerston Island, an atoll belonging to the Cook Islands archipelago. The rock's name was reputedly conferred by William Marsters, the 19th-century progenitor of the Marsters family, which continues to inhabit and administer Palmerston Island today.