Here’s my personal list of my favorite sites I use for purchases.
Abt.com – electronics (iPads, etc), appliances (air conditioners, dehumidifiers, etc.), fantastic site with excellent service, they have some furniture, too.
BandH.com – photo and video equipment, audio/video equipment and supplies
Newegg.com – best for computer hardware, but competitors’ pricing are sometime better these days