Cell competition is a biological process by which unfit cells are eliminated from "cell society." We previously showed that cultured mammalian epithelial Madin-Darby canine kidney (MDCK) cells expressing constitutively active YAP were eliminated by apical extrusion when surrounded by "normal" MDCK cells. However, the molecular mechanism underlying the elimination of active YAP-expressing cells was unknown. Here, we used high-throughput chemical compound screening to identify cyclooxygenase-2 (COX-2) as a key molecule triggering cell competition. Our work shows that COX-2-mediated PGE2 secretion engages its receptor EP2 on abnormal and nearby normal cells. This engagement of EP2 triggers downstream signaling via an adenylyl cyclase-cyclic AMP-PKA pathway that, in the presence of active YAP, induces E-cadherin internalization leading to apical extrusion. Thus, COX-2-induced PGE2 appears a warning signal to both abnormal and surrounding normal cells to drive cell competition.