It entered US Hot R&B/Hip-Hop Songs chart at number 78 on February 17, 2007. On the chart issue dated March 3, 2007, "Hollywood" moved up 26 places from number 72 to number 56, which became its peak on that chart.
The song's performance was tracked by the US Hot R&B/Hip-Hop Songs chart, where it initially entered at position 78 on February 17, 2007. By March 3, 2007, "Hollywood" had climbed 26 spots from number 72 to number 56, representing its highest point on that chart.