Aganović is a surname derived from the Ottoman honorific title aga. Notable people with the surname include:
Admir Aganović (born 1986), Bosnia and Herzegovina footballer Adnan Aganović (born 1987), footballer (born 1902, died 1961), Bosnian imam Almir Aganović (born 1973), Bosnia and Herzegovina volleyball player Eldijana Aganović (born 1971), Croatian table tennis player