Gayibov is an Azerbaijani surname. Notable people with the surname include:

Farid Gayibov (born 1979), Azerbaijani politician Farrukh Gayibov (1891–1916), Russian pilot of Azerbaijani ancestry Ismat Gayibov (born 1942), Azerbaijani politician

See also

Ismat Gayibov Stadium, stadium, named for Ismat Qayibov