We have intrinsic moral value and thus we are not physical things I am glad you think the argument has some merit.
I mean by "X is an essential property of Y" metaphysical essence - so, something that makes it the kind of object it is. I would take shape and size to be essential properties of physical objects, whereas 'colour' does not seem to be (though that is just to illustrate what I mean, but it would not affect my case if colour was an essential attribute of physical things).
I agree that if physical things are essentially conscious then that would stop the argument. But consciousness does not seem to be an essential feature of physical things. Those who believe us to be physical things do not - I think - typically hold that we are essentially conscious. Consciousness would then have to be held to be a feature of all physical things (and by extension, they would have to hold that all physical things are equally intrinsically morally valuable - which seems false).
My premise that consciousness is not an essential feature of physical things is not equivalent to denying that any physical things are conscious, for it is consistent with consciousness not being an essential feature of such things that nevertheless, some have that feature (just as, by analogy, if colour is not an essential feature of physical things, that does not prevent physical things from having colour). However, if the argument as a whole is sound, then I think it would establish that no physical thing is conscious. For if we are morally valuable because we are things of a sort that are conscious, then that would be an essential property of the kinds of thing we are, and as that is not an essential feature of physical things, the sorts of thing that have consciousness would have been demonstrated to be non-physical.