For me im sure its not about it not being shooter, because  actually prefer melee more than anything else when playing games like Skyrim or Mass Effect.

There is something about its flow or whole gameplay feel that makes it hard to get you onboard quickly before you lose your interest. For sure its not the story because I can play the game with most poorly written storyline like borderlands 3 just fine.