We too have the same issue. My grandfather was Antonio Liberatore. We found hin in the sensus at the turn of the last sensus.Try Chieta Italy. We think our Great Grand FAther was Pio Libeatore, mariied circa 1845 Chieta, Italy.
My grand mother ws Maria Assunta Rossi leava from Napls Italy