Why Do Hyperscalers Design Their Own CPUs?

It's 1/2 marketing anyway. Do they design their own CPU? Most of it is semi-custom by using ARM designs by picking and choosing options.

They don't design their CPU cores like Apple do.

"People who are really serious about software should make their own hardware" -- Alan Kay