Yes, there are poetry bestsellers. And the Poetry Foundation gathers that information together for you. Enjoy browsing through the list.
I was especially happy to see that not only are favorites like Sylvia Plath and Mary Oliver in the top 30, but also my Sarah Lawrence College MFA poetry advisor, Kurt Brown. I look forward to reading his new book.