The robbery took place at the Jet petrol station on Doncaster Road South at about 5am on Wednesday, March 6.
A white man in his 30s entered and threatened the staff with a dumbbell before fleeing the scene with alcohol and cash.
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Police believe the car was manufactured between 2005 and 2010.
The male was wearing a distinctive multi-coloured bandanna around his face.
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