Examines how recommendations for products, media, news, romantic partners, and even cosmetic surgery operations are produced and experienced online. Focusing on the period from the mid-1990s to approximately 2010, Jonathan Cohn argues that automated recommendations and algorithms are far from natural, neutral, or benevolent.