The WooCommerce Waitlist gpl extension lets you track demand for out-of-stock items, making sure your customers feel informed, and therefore more likely to buy.
Using a simple plugin, you can build up a waiting list of people wanting the unavailable item, then notify these customers automatically when products come back in stock.