The Senegalese striker won 43 per cent of the vote, putting him way out in front of Arsenal's Robin van Persie who somewhat surprisingly finished second with 18 per cent.
Peter Crouch's superb goal for Stoke against Man City was hailed as a banker for goal of the season when he scored it back in March, but he only won 14 per cent of the vote to finish in third place.
You can watch all the shortlisted goals again in the video which should autoplay in the picture box (UK users only).
Edin Dzeko (Tottenham v Manchester City) - August 28, 2011
Bryan Ruiz (Fulham v Everton) - October 23, 2011
Stephane Sessegnon (Sunderland v Swansea) - January 21, 2012
Sebastian Coates (QPR v Liverpool) - March 21, 2012 – 2%
Hatem Ben Arfa (Newcastle v Bolton) - April 9, 2012 – 4%
Luis Suarez (Norwich City v Liverpool) - April 28, 2012 – 12%
Luka Modric (Bolton v Tottenham) - May 2, 2012 – 2%