AGP came too late for the 486. It may have been VLB, a short-lived step between ISA and PCI (and then AGP).

I just looked up a few old motherboards and I think you are correct! I remembered it was a brown PCI-looking bus and incorrectly assumed the only thing that matched was AGP - the VLB looks exactly like what I remember.