The brunette opted for a pair of high-waisted Burberry pants and a high-neck black crop-top. She paired her outfit with black Dr. Martens and a gold-chained Chanel backpack.
Madison wore her gorgeous signature locks down in thick loose waves.
The singer's management has been keeping her busy. Madison also made a guest appearance on The Late Late Show with James Corden where she sang her newest single, Home With You.
When walking into the Jimmy Kimmel Live! building on Tuesday, Madison was spotted with a new guy. The 19-year-old was in a relationship with Zack Bia until they broke up last month. Before that, she was with singer Jack Gilinsky, until last year when a video leaked of the 22-year-old verbally abusing Madison. The blonde mystery man photographed is yet to be named and the artist has yet to confirm any of the dating rumors.
After her time at the Jimmy Kimmel Live! studio, Madison was seen driving a black Porsche convertible.
What do you think of Madison's press look and her new guy? Let us know in the comments.