The engine-maker has already axed about 4,000 jobs since May under the biggest ever shake-up of its civil aerospace arm.
It said the eight shops were already "financially challenged" before the pandemic, which has ramped up the shift towards online shopping.
Aerospace giant Rolls-Royce said it plans to cut at least 9,000 jobs after demand was hit by the coronavirus pandemic.