Police were called to the Co-op on Spen Lane in West Park at 9.08am on Friday morning.
Officers are assessing the situation and an MOD bomb disposal team will be called to the scene if required.
Suspicious package found outside Leeds shop
Police have cordoned off a Leeds street after a suspicious package was found outside a convenience store.