Spotify knew an extraordinary amount about how people used its service.
It could see who listened, what they listened to, when and where they listened, what device they used, which tracks they skipped, which features they explored and who moved from Spotify Free to Premium.
If any company should have been able to find the answer within its behavioural data, surely it was Spotify. Surely.
Except the answer wasn’t there.
During my time at EMI and Warner Music, we worked closely with Spotify to understand the motivations, perceptions and emotions of different tribes of music fans across ten countries.
In our research at the time, nearly half of Spotify Free users thought Premium had limitations that simply did not exist. Perhaps even more remarkably, around a quarter of existing Premium subscribers didn’t know that features they wanted were already available to them.
Spotify could see the behaviour.
It could not see the misunderstanding behind it.
The behaviour was visible. The barrier was not.