Produced by Barry Manilow, it serves as a follow-up to their Grammy Award-nominated Bette Midler Sings the Rosemary Clooney Songbook (2003).

[2] AllMusic editor John Bush called the album "a talented, affectionate record that may not add much to the cause but is a solid tribute [...] Midler's studied boredom in the verses is good enough, but when she reaches the uninhibited chorus, she reveals a marvel of catlike glee.

"[3] John Anson, writing for the Lancashire Telegraph found that "it's all too easy to forget that as well as a comedian and actress, Miss M is a great blues and big band singer.

This collection of songs originally sung by Peggy Lee gives her a chance to remind us of her vocal talents.

"[4] Bette Midler Sings the Peggy Lee Songbook debuted and peaked at number ten on the US Billboard 200, selling 55,000 copies in its first week of release.