I had a genuine case of anosmia after recovering a regular cold. I could breathe clearly through my nose but had absolutely no sense of smell. Couldn’t smell gasoline or anything at all. It lasted for weeks and one day my sense of smell suddenly returned.
With COVID, your nose is clear and there is just no smell at all.