There are two parts to that. One, as Floyd says, people tend to snap up sale items as fast as they can. Second, the sale flyers for Pioneer stores are done centrally, so some of the items in a flyer may never have been at that store to begin with.
You may need to call the store manager to find out that answer people have the tendency of buying out item that's on sale.
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