In reply to Faf.

According to wikipedia

As of 2014, in the United States alone, Aguilera has sold 17.9 million albums
and
As of June 2016, in the United States, Beyoncé has sold 17.2 million albums as a solo artist and a further 17 million albums as part of Destiny’s Child.