Queen's Park and Peterhead could not find a goal between them and had to settle for a point at Hampden.
The two sides cancelled each other out in a very scrappy first half of few chances.
But the Spiders had an excellent opportunity to take the lead in the 66th minute and Michael Keenan's shot from 18 yards was parried by Peterhead stopper Graeme Smith.
Rory McAllister's volleyed effort for the visitors sailed wide of the post as the match petered out.
Queen's Park: Parry, McGinn, Little, Gallacher, Robertson, McParland, Anderson, Keenan (Longworth 74), Connolly, Quinn, Burns (Shankland 74). Subs Not Used: Lochhead, Brough, Giuseppe Capuano.
Peterhead: Graeme Smith, Cowie (Sharp 72),Scott Ross, Ross Smith, Noble, McCann, Strachan, Redman, McLaughlin, Bavidge (McAllister 64), Winters (Cox 72). Subs Not Used: Jarvie, Tully.
Booked: Graeme Smith, Sharp, Ross Smith, McCann, McLaughlin.
Ref: Andrew Dallas