Mark as Sold Out means that your site visitors can no longer buy the book directly from you until more inventory is available. However, you can still send them to other retailers to purchase or make available other formats of the same book.
What does selecting “Mark as Sold Out” do vs deleting the product?
When you want to keep a book listing live on your site but have no inventory, you can "mark as sold out."