Sean Glennon attended Westfield High School in Fairfax County, playing all four years at quarterback, and starting for the Westfield Bulldogs in his sophomore through senior seasons under head coach Tom Verbanic.
During his junior year, Glennon threw for over 1,700 yards and 21 touchdowns while rushing for another four touchdowns.