Zhuravlyov is a surname. Notable people with the surname include:
Aleksey Zhuravlyov (footballer) (born 1980), Russian footballer
Boris Zhuravlyov (born 1946), Russian footballer
Nikita Zhuravlyov (born 1994), Russian footballer
Oleg Zhuravlyov (born 1992), Russian footballer
Oleksandr Zhuravlyov (born 1945), Soviet footballer
Sergei Zhuravlyov (footballer, born 1976), Russian footballer
Sergei Zhuravlyov (footballer, born 1987), Russian footballer
Serhiy Zhuravlyov (born 1959), Ukrainian footballer
Vsevolod Zhuravlyov (born 1978), Russian footballer