The 22-year-old singer confirmed the collaboration on Instagram, where she also shared a snippet from the recording of the track.
"Good for You" is expected to premiere on June 22.
ASAP Rocky recently released his new album, which features Rod Stewart, Kanye West, Mark Ronson and Rita Ora.