Upon its release, "All Night Long" garnered positive reviews from music critics and was praised for its composition and production.

The accompanying music video for "All Night Long" was shot in Japan; it features Suzuki inside a club with friends, and running around an empty bowling alley.

"All Night Long" was re-recorded and re-produced for Suzuki's second greatest hits album, Ami Selection (2011).

Suzuki is standing in front of a shiny blue circular backdrop, wearing a yellow collar shirt.

The CD itself was inserted upside-down, allowing the artwork on the disc itself to show through the transparent back of the case.

[1] In December 2011, "All Night Long" was one of eight tracks from her compilation album Ami Selection to be re-produced, re-composed, and re-recorded.

David Hickey, who had written her extended biography at AllMusic, highlighted the song as an album and career stand out track.

[13] "All Night Long" entered at number two on the Japanese Count Down TV Chart, Suzuki's highest-charting single and first top two at the time of November 14, 1998.

[16][15] "All Night Long" was ranked at number 77 on their Annual Japanese Count Down TV chart, her second highest entry behind "Alone in My Room".

The music video features Suzuki dancing in a club with several male and female friends in the background.

[19] The original mix appeared on Suzuki's greatest hits album Fun for Fan Video Clips (2001).

[20] The re-worked version was included on the track list of Suzuki's second greatest hits album, Ami Selection (2011).

The live version appeared on the bonus DVD format of Suzuki's extended play, Snow Ring (2013).