The United States had been 1-7-1 against No. 1 teams, beating Brazil in the 1998 CONCACAF Gold Cup and tying Argentina last summer in an exhibition at Giants Stadium.
Peru have been drawn in Group C alongside Chile, CONCACAF Gold Cup finalists Mexico and Uruguay, who reached the semi-finals at last summer's World Cup in South Africa.