Are you in need of furniture? Clothing? Household items? Don't forget to check out thrift and second-hand stores. You can find all sorts of great bargains, at amazing prices. Clothing often still has tags attached, and often there are one of a kind items that you can't buy in stores.
I bought this painting for $10 at Goodwill, and the lovely side table for $6 at Value Village.
Be sure to go early in the day (morning is best) to get the items before they've been picked over. Remember, one man's junk is another man's treasure!