Consciousness in this context is often used as an imprecise but important bundle of very material concepts, including whether something can have wants (and therefore warrants our anticipation of them) and whether it deserves ethical status.
One can debate whether either those is necessarily a consequence of consciousness, but nonetheless those kinds of qualities are what people are aiming at when they wonder about conscious AI.