"Groove with It" is the first single released from Big Daddy Kane's fourth studio album, Prince of Darkness.

Though Prince of Darkness was both a critical and commercial disappointment, "Groove with It" became the second highest-charting single of Kane's career, peaking at number two on the Billboard Hot Rap Singles chart, behind only "Smooth Operator", which made it to number one on the rap charts.