What does Ginnie mean? G innie as a girls' name is a Latin name, and Ginnie means virgin. Ginnie is a variant form of Ginny (Latin): short form, usually of Virginia. STARTS/ENDS WITH Gi-, -nie. ASSOCIATED WITH virgin. Variations. VARIANTS Ginya, Ginni, Ginnee, Ginia, Gina , Genya, Genny, Genia, Geenya, Geenia, Geena