If we have variable c, it would be indistinguishable.
We even use the Lorentz transform, developed for post-Michelson aether theories, precisely because you cannot tell whether you’re in a varying aether or a varying geometry.
We define distance and time relative to c, so we cannot measure it in the usual sense.