"Neil Z. Yeung of AllMusic saying "More well-executed than his previous releases and undeniably catchy, "Hollywood's Bleeding" is a huge step forward for the guarded superstar, one that doesn't sacrifice the essential elements that made him such a surprise hitmaker, and pushes him even further into the pop-savvy landscape where he belongs.