Conceptualizing is exactly composition of functions. As I wrote, $(AB)x = A(Bx)$, so you first do $B$ then do $A$. No reason it'll be the same in the other order. You know that from basic functions, too, as I illustrated. $\sin(x^2)$ is very different from $(\sin x)^2$.