Best Buy had a great sale that lasted two weeks. A lot of stuff sold out by the time the sale ended but two weeks later they were back.
Amazon is another to watch. Prices can change a lot and often.
Some things like electronics and household items I would never pay retail for. The big suppliers have huge margins they're working with.
You just have to be patient.