I buy bookmarks but usually end up using whatever is handy.
I usually try to read forward to an easy number to remember if I don't have a bookmark something that ends in 5 or 0 or an easy number like 44 or 66.
If I don't remember I just flip around the area I was in until I find where I was up to.