The pair, both believed to be around 17 years old, are reported to have threatened the shopkeeper at Ewell Village Store on Kingston Road at around 8:20pm on Thursday.
Police are appealing for anyone with CCTV, doorbell, dashcam or helmet footage to come forward.
Anyone with information is urged to contact police on 101.
