Johnson had success at the U-17 level, scoring 23 goals in 25 appearances and leading that team in scoring in both 2000 and 2001. This success continued at U-20 level, and in 2003 at the FIFA World Youth Championship in the United Arab Emirates he scored four goals, three from the penalty spot, and notched one assist to win the tournament's Golden Shoe as the top scorer.