French Meaning: The name Geneva is a French baby name. In French the meaning of the name Geneva is: Of the race of women. Juniper. American Meaning: The name Geneva is an American baby name. In American the meaning of the name Geneva is: Of the race of women. Juniper. German Meaning: The name Geneva is a German baby name. In German the meaning of the name Geneva is: Of the race of women.