John Paul Titlow, writing for Fast Company, looks at Pandora and their attempt to fight back the big streaming services like Spotify and Apple Music:

By shifting toward on-demand subscriptions, Pandora is hoping to add a new, much deeper layer of data and understanding to its artificial brain. By creating artist-based stations and thumbing songs, listeners can teach Pandora a lot—but behaviors like saving albums and listening to them on repeat or adding individual songs to playlists are vastly more informative (as Spotify and Apple already know). Right now, if you’re obsessed with the new Rihanna album, Pandora has no idea. These are the types of blind spots the service needs to fill in, especially if it wants to target superfans with special perks.

Data is just as crucial when it comes to selling concert tickets.

I’m fascinated by the idea of big music data and how it can find the perfect next band or album for a listener. I think Pandora is smart to be moving into trying to tie their music service into other things like selling concert tickets. But, I’m bearish on the company as a whole. They’ve been relegated to what is basically a feature in other apps and there’s no reason to pay for something you already get in a good enough fashion somewhere else.