Yeah, I have a long purchasing history of sci-fi novels. But then I buy a book about UX and another about value investing, suddenly my recommendations are all replaced by Warren Buffet and web design books...
Sci-fi novels are an area where I need a large amount of discoverability to find new authors - recommendations are very useful. Not so much when I break my trend and buy a stock market textbook.