The main purpose of the penalty shootout in soccer is to determine a winner when a match ends in a tie after regular and extra time. Each team takes turns attempting to score from the penalty mark, allowing players a one-on-one opportunity against the goalkeeper. This format heightens tension and excitement, showcasing individual skill under pressure while ultimately deciding the match outcome in knockout tournaments.