Gurov () is a Russian masculine surname, its feminine counterpart is Gurova. Notable people with the surname include:
Alexander Gurov (politician) (born 1945), Russian politician Alexander Gurov (boxer) (born 1971), Ukrainian cruiserweight boxer Andrey Gurov (born 1975), Kazakhstani sport shooter Anna Gurova (born 1981), Russian sprinter Kirill Gurov (1918–1994), Russian theoretical physicist Maria Gurova (born 1989), Russian freestyle wrestler Maxim Gourov (born 1979), Kazakhstani road bicycle racer Natalya Gurova (born 1976), Kazakhstani sports shooter Viktoriya Valyukevich (née Gurova in 1982), Russian triple jumper
See also Gyurov Gjurov