the way that Marxism different from the socialism advocated by Owens and Fourier was: Marx described a system where the bourgeois capitalists were the tools of revolution.
According to marx, capitalistic society wouldn't be able to last forever because at some point, the people in lower economic bracket will revolt to the rich and create chaos in the society