The sale prices were probably mythical, then, since they had no stock of those items while the price was low. A common trick in the cycle trade.
I remember someone complained to Robin Thorn at SJSC that a competitor was selling a product for less than SJSC was (although it was out of stock). RT's typically direct reply was along the lines of "well, it's even cheaper here when we don't have any to sell".