Pandora did well for a number of years with its personalized radio experience, but after a certain point, it arguably just created demand for a truly personalized service where users could control exactly what they wanted to listen to. Apparently, having an algorithm guess at what you might like to hear next is not quite as good as allowing the user to make more granular decisions.
Media +Technology Intelligence
