Frank Mayo may refer to:
- Frank M. Mayo (1839–1896), American actor and comedian
- Frank Mayo (actor) (1889–1963), American silent screen actor
- Frank R. Mayo (1908–1987), SRI chemist who won the 1967 ACS Award in Polymer Chemistry for Mayo–Lewis equation