Yeah, adding plain details is not always the best way to go 
Maybe I can recommend you watching this video:https://youtube.com/watch?v=BqZzxAmlKP4The guy basically brakes down (or at least tries to) why certain scenes look better than others and what makes them beauty and visually appealing. I found it quite inspiring.
Cheers!