The 29-year was the overwhelming winner with 67% of the vote, with winger Marc Pugh runner up to the full-back with 16%.
Afobe achieved 11% of the voting while Dan Gosling, who scored the opening goal of the game, picked up 6%.
Don't forget to vote in Mansion's Man of the Match poll after every home game and just by casting your vote, you can win a signed Cherries home shirt.
Four players are chosen after each fixture at Vitality Stadium and you can be in with a chance of winning by voting on afcbwin.com
To re-watch the 3-0 win over Norwich, the full 90 minutes and extended highlights are now on Cherries Player HD. Click here
for more info.