The Manchester United loanee lashed the ball home in the 12th minute but Duncan Ferguson's side eventually fell to a 3-1 loss to the visitors, with John Marquis scoring twice and Scott Sinclair also on the mark.
Savage's strike was further evidence, though, of how he is settling in at The Bolt New Lawn, and a great moment for the 19-year-old midfielder.
The goal (which you can watch further down this article) elicited a show of touching emotion from his father, and former United youth-teamer Robbie, while he was working in the BT Sport studio. Seeing Charlie's name pop up on the vidiprinter, prompted the response below from the ex-Wales international.