I usually buy tires, tubes, chains, and assorted bike parts from Niagara Cycle. Their prices are very competitive. I formerly used Nashbar but they seem to have dropped a lot of items I bought there in the past. If you need a single, specialized component either eBay or Amazon often will have them when they are hard to find elsewhere.