Bagayoyo is a surname. Notable people with this surname includes:

Issa Bagayogo (1961–2016), Malian musician Mohammed Bagayogo (1523–1593), eminent scholar Soungalo Bagayogo (1941–2012), Malian boxer Siriman Bagayogo (born 1997), Canadian professional football defensive back