According to an estimate by pop culture trade news sites ICv2 and Comichron, graphic novel sales in particular via the bookstore channel were $645 million, higher than comic book shops. 

According to the report, sales in the bookstore channel (which includes physical stores and online retailers) increased “dramatically” over comics shop market share and the popularity of graphic novels over periodical comics continued to grow. (PublishersWeekly.com)