Shanks' 1903–04 season was a record-breaking one; he scored 24 goals that season, including four hat-tricks, as Arsenal earned promotion to the First Division.
In Shanks' 1903–04 campaign, which set records, he netted 24 goals, scoring four hat-tricks, and helped Arsenal advance to the First Division.