There is a difference between preference and choice. Choice is guided by so much more than what we prefer - availability for one - which makes that recommendations are shaped often by many criteria that don't necessarily add to a 'meaningful experience'. This is exactly why we end up on with more of whatever we or our friend chose to click on or engage with for a few seconds in a system geared toward attention.