For my wife, who asked for a site which would recommend books based on other books she's liked.

I know LibraryThing's Suggester does that, based on the author or title, using the database of its member's collections.

Another page I liked on the same site is their tag cloud, which is a pretty interesting way to whittle down a wide variety of books.

Anyone else have other suggestions? Thanks!