Assoumani is a surname. Notable people with the surname include:

Arnaud Assoumani (born 1985), French athlete Azali Assoumani (born 1959), president of the Comoros Dehmaine Tabibou Assoumani (born 2005), French footballer Mansour Assoumani (born 1983), French footballer