: The recording features a world-class rhythm section, including Christian McBride on bass and Peter Erskine on drums, ensuring a deep, steady groove despite the slow tempo. Notable Appearances and Usage

: Due to the exceptional engineering by Al Schmitt , this specific track is frequently used by audiophiles to test the vocal clarity and soundstage of high-end audio systems.

: Krall reimagines the song as a slow, bossa-nova-influenced ballad. It features her sultry vocal delivery and a minimalist, tasteful piano solo that emphasizes mood over technical display.

: The Look of Love album reached #1 on the Billboard Jazz charts and the Top 10 of the Billboard 200, with "Walk On By" serving as a primary example of the album's high production value.

: The track was produced by the legendary Tommy LiPuma , who was a long-time collaborator of Krall's and helped define her signature smooth jazz-pop sound.