Traditional horizontal search engines cannot always identify the target audience niche or vertical industry of a page or site. Vertical search engines address this issue by the nature of their design. They identify sites according to more specific criteria and sometimes even by human input.
I'm obsessed with Nicholas Sparks. I've literally read every single book because every time I travel at the airport I always buy a new Nicholas Sparks book.