The Blurb affiliate program is managed through ShareASale. If you already have a ShareASale account, you can join the special program now and start making money after your application is approved (usually within a few hours).
If not, you need to join ShareASale first. The approval process may take a bit longer. Regardless, you should apply ASAP because the earlier you join, the more money you could make through the program. Good luck!