Unsurprisingly he was voted as the Budweiser King of the Match for his performance in the 4-1 win at St Mary's Stadium.
Supporters voted in their thousands on the final whistles via the official Premier League website and app for their top performers in all 10 matches.
To view full voting results click on the results.
The teenager received almost two-thirds of the vote as he marked his full Premier League debut with two goals in the home win over Tottenham Hotspur.
Burnley's goalkeeper kept his second clean sheet in three fixtures as the Clarets extended their unbeaten run to four matches.
Van Aanholt was chosen ahead of his team-mate Jordan Ayew after scoring the opening goal from the penalty spot at the London Stadium.
The Brazilian received more than half of the vote after scoring the decisive goal and helping Arsenal to their second clean sheet of the season.
Traore was chosen by a whopping 74.4 per cent of fans as his two late goals stunned reigning champions Manchester City at the Etihad Stadium.
The Chelsea striker moved level with Man City's Sergio Aguero in the race for the Golden Boot, scoring his eighth goal of the season as the Blues won 4-1 at Southampton.
The 19-year-old was the overwhelming choice, receiving close to three-quarters of the vote after scoring the winning goal against Manchester United on his Premier League debut.