Change/Rename subpages in my URL

I currently have: www.MYPAGE.com/category (a site I reach from my shop site)

But I want: www.MYPAGE.com/shop/category (so the subpages kinda stack)

So how do I actually achieve that ? Working with .htaccess or a more simple way ?