Google Maps
This is absolutely the best web site for maps and directions. Not only can it find addresses, but it can also find businesses by type. For example, you can zoom in to a region that you want to search for pizza places, type "pizza" in the search field, and it will show them to you on the map. You can even click and drag to scroll the map.