Under-18s midfielder Sean Goss netted two of the contenders: a good finish after a delightful one-two against West Brom, and a low drive against Sunderland.
Matthew Willock’s effort in the same Academy game against the Baggies is also nominated, as is Michael Keane’s unstoppable blast for the Under-21s against Fulham.
Three first-team strikes complete the line-up: Adnan Januzaj’s winner at Sunderland, Wayne Rooney’s header against Stoke and Phil Jones’ volley in the League Cup win over Norwich.
Watch them all above and then vote for October’s Goal of the Month. You’ll be entered into a prize draw for the chance to win a print signed by the winning goalscorer.
Voting closes at 13:00 GMT on Wednesday 6 November. Good luck!