Banyana Banyana finished fourth in the tournament following their 1-0 loss to Ghana in the bronze medal match on Friday.
Nigeria beat out hosts Cameroon 1-0 to claim top honours on Saturday.
Defender Janine van Wyk, Midfielder Jermaine Seoposenwe and defender Nothando Vilakazi all made it onto the team.
Full Africa Cup of Nations team: Best XI Goalkeeper: Annette Ngo Ndom (Cameroon) Defenders: Meffoumetou Tcheno Falone (Cameroon), Osinachi Ohale (Nigeria), Janine van Wyk (South Africa), Linda EshunN (Ghana) Midfielders: Jermaine Seoposenwe (South Africa), Raisa Feudjio Tchuanyo (Cameroon), Elizabeth Addo (Ghana), Gabrielle Aboudi Onguene (Cameroon) Forwards: Ugochi Desire Pparanozie (Nigeria), Asisat Lamina Oshoala (Nigeria) Substitutes Alaba Jonathan (Nigeria), Marie Awona (Cameroon), Janet Egyir(Ghana), Francisa Ordega (Nigeria), Portia Boakye (Ghana), Nothando Vilakazi (South Africa).
African News Agency (ANA)
Original source: Three Banyana players named in AWCON team