[6][7] The song is arranged in classic big band jazz, swing style with an upbeat tempo and Cantonese lyrics punctuating a staccato melody.

The composition has a swaying, rhythmic groove expressing an ominous sense of danger on the road ahead, as the story of the singer coming into contact with gangsters unfolds and a confrontation ensues.

[10] NetEase Entertainment Editor-in-Chief Wang Xiaoyi wrote “You can smell the joyful atmosphere in Double Trouble and sense the danger on the road ahead”.

[14][15][16] The Double Trouble MV was included as a bonus extra in Jacky Cheung's Private Corner Mini Concert DVD release.

[18][19] On January 8, 2012 for TVB’s televised 2011 Jade Solid Gold Best Ten Music Awards Presentation, the cast of Hong Kong’s celebrity artists appeared on stage one after another, opening the show with a performance of Jacky Cheung’s hit song “Double Trouble”, while the host Wu Yongwei, elegantly danced along.