It's intriguing how book recs aren't really that good anywhere. I mean they are ok, but rarely great. Google and Amazon have most of the text but still don't solve this so well.

In any event, I sometimes use GoodReads. You can go to the page for a representative book and then start browsing the "readers also enjoyed" list.

I also use LibraryThing in a similar way.