"Hit 'Em Up" had a large role in exacerbating the East Coast–West Coast hip hop rivalry. Following its release, the East Coast rappers insulted in the song responded through tracks of their own. The controversy surrounding the song is due in part to Shakur's murder in a drive-by-shooting only three months after its release.