Flight stopover in Shanghai overnight then Beijing over night

We are coming back through Shanghai and we have to over night. We want to get a visa to leave the airport and return the next day . We are then flying to Beijing and our flight does not leave until the next day again. We would like to leave the Beijing airport and return the next day to fly out to go home. Can we get a visa in Shanghai and then a visa in Beijing that close together?