If your design is single ended then no, a CMFB will not solve the problem. If it is fully diffeential a part of the design is in fact the CMFB. If you have a single ended design but you want to simulate the amplifier open loop, then you may have that problem especially for high gains. It comes mainly from the mismatch of the current sourcing and sinking capabilities of the output stage transistors. In normal operation, when you put a feedback around the amp, it will take care to put the output somewhere between Vdd and Vss. But you'll have some systematic input referred offset. You should design initially for low systematic offset.