Discovery tool from /r/fantasy community recommendations

Bookbot helps you discover books through community-validated recommendations on Reddit. Found Bookbot from this thread on /r/fantasy yesterday:
Biggest plus for me as a writer/reader is Bookbot shows me related books (according to readers! not marketers) that are uttered in the same breath in comment threads on Reddit.
@decision_ Glad you like it! The next feature I plan to add is to use the related books to allow for a "like this" style search engine.
@latkins_ love it! reason I'm interested is to make sure as an aspiring author I'm up to date on the genre, cheers!