Stoyanovich is a Slavic patronymic surname, meaning son of Stoyan. Notable people with the surname include:
Julia Stoyanovich, American computer scientist Pete Stoyanovich (born 1967), American football player Steve Stoyanovich (born 1957), Canadian ice hockey player