The quick answer is that we don't know.
As we go back closer to the Big Bang, the energy levels go up rapidly. At this point, we have tested energy levels corresponding to times after about a millisecond into the expansion. Before that, it is speculation.
If you go with General Relativity, which is the underlying theory for the Big Bang, time and space began at what is known as the Big Bang. Technically, there is not a Big Bang event, but rather only times *after*. The 'singularity' you will read about is simply saying that time and space cannot be extended back any further *in that description*.
Now, we know that General Relativity is not a complete description: it does not take into consideration Quantum Mechanics. At *very* early times, the effects of quantum gravity become significant and can 'smooth out' the singularity that exists in GR. That allows for the possibility of a 'before' the expansion started.
Unfortunately, we do not have a tested theory of quantum gravity. We have some contenders, but we simply have not found enough evidence to tell which, if any, are correct.
Some of these *extensions* of the BB scenario have a previous contracting universe before ours. Some have a multiverse with universes like our 'budding off'. Some have sheetlike 'branes' that collide producing universes like ours. Some have a cyclic aspect, as you were commenting.
Most of these hypotheses have time and space as 'eternal', meaning there is no beginning for either. For example, in the cyclic case, there simply would be no 'first' cycle.
Causality is another tricky concept. Quantum mechanics is NOT a causal description of the universe. It is inherently probabilistic and allows for 'spontaneous' production of matter and anti-matter out of a vacuum (by the way, this has been verified experimentally). What happens at the energies appropriate for quantum gravity is simply not known.
So, to summarize, it is possible that there was a 'before' the BB. It is possible there was not. It is likely that some sort of non-causal processes are involved no matter what.