Happy August … and only 22 days till it’s Pumpkin Spice Season. If rumors are true, Starbucks will be rolling out their PSLs on Tuesday, August 24. While nothing has been announced by Starbucks, people think this will be the day because for the past few years, Starbucks has released the popular drink on the third Tuesday in August.