There would certainly be a transition period. As new inventory comes in, the embedded taxes will be gone, lowering the retail prices.
embedded taxation to the extent that fairtaxers want you yo believe is a myth. Look up the ‘myth of cascading taxation’. It isn’t anything close to what ‘they’ want you to believe.