Finding Good Music in Noisy Online Markets

In 2004, a trio of researchers at Columbia University began an online experiment in social-media marketing, creating nine versions of a music-download site that presented the same group of unknown songs in different ways. The goal of the experiment was to gauge the effect of early peer recommendations on the songs’ success; the researchers found that different songs became hits on the different sites and that the variation was unpredictable.

“It’s natural to believe that successful songs, movies, books and artists are somehow ‘better,’” one of the researchers wrote in The New York Times in 2007. “What our results suggest, however, is that because what people like depends on what they think other people like, what the market ‘wants’ at any point in time can depend very sensitively on its own history.”