Hat-trick - Association football. 1  A hat-trick occurs in association football when a player scores three goals (not necessarily consecutive) in a single game, whereas scoring two goals constitutes a brace. [3] [4] In common with other official record-keeping rules, goals in a penalty shootout are excluded from the tally.