I wonder if some probiotic supplements actually contain the strains of bacteria mentioned on them. Is there anyway I could check that myself or pay some lab to do it for me ? By the way, I live in USA.

it is possible that a lab might provide that sort of service on a commercial basis  - you would need to search the internet to investigate that further.