"Yes, unless no."

When a product's sales fall off enough, the site marks down the price and puts in on Clearance.  If it still fails to make enough sales, it gets removed.  If it "survives the cut," it can stay on Clearance for quite a while - I have an entire house on my Wishlist from last summer and it is still available on Clearance.