I tried SQLite for a few things, and it has always come out a champ. I would not hesitate to use it for most of the semi-static websites I make (web apps would be pushing it), if I were sure it can handle more than one connection (I'm not, sadly).
I am very, very impressed by it. Seriously solid database.