Target/Walmart/BestBuy. They both have fast shipping options as well as store pickup. Sometimes (if you live somewhere more rural) they have _faster_ shipping times than Amazon.

I'm not in the US, but friends there tell me that Home Depot routinely delivers from the local store within a few hours.

(Here, unfortunately, their web site is useless crap.)