To promote gender-sensitive atrocity-prevention, this brief report outlines the current state of knowledge regarding atrocity prevention and its gendered dynamics. Drawing on lessons from the WPS agenda and the AP field, we advance recommendations and potential solutions to ensure nuanced and effective gender-sensitive AP implementation.