Naitanui attended Governor Stirling Senior High School and played football there, as well as for his club, the Swan Districts Colts (underage) side in the West Australian Football League (WAFL).
In the 2007 Under-18 AFL National Championships, Naitanui was dominant in the ruck for Western Australia, and was named Best On Ground in the final.