Rennison is a surname. Notable people with the surname include:
Colleen Rennison (born 1987), Canadian singer-songwriter and actress David Rennison, British Royal Air Force air vice marshal Graham Rennison (born 1978), English footballer Louise Rennison (1951–2016), English writer and comedian Richard Rennison (1889–1969), Scottish "anvil priest"