There's no way much of that tariff money can be recovered. Many shippers for example raised their prices very significantly to cover duty/tariff charges from their end so that recipients didn't have to worry about them. Even if those shippers eventually see some sort of refund of those duty/tariff payments it's very unlikely the buyers will ever see any part of them. So U.S. buyers got screwed and are staying screwed.