Ok so you mean that depends if the third party app allows? In that case the answer is some can and some cannot, so I just need to check with the Apps I choice to use?

Is it possible to have normal physical products and booking type products in the same shop sharing the same shopping cart? So that the user can pay for both physical products and the appointment at the same time?