May I suggest that you try TheStoryGraph? I've found it fills that need for me nicely and, as a bonus, offers an import service for Goodreads data - no need to start over.

The recommendation engine hasn't steered me wrong yet, and the roadmap/developer interaction and feedback are very good indeed.