"In a retrospective review for AllMusic, critic Thom Owen called "Sound of Lies" "the band's most ambitious album to date" and felt that Louris' lyrics "have a naked, emotional honesty which would have been more affecting if the music echoed its sentiment, yet the record still has a subtle grace and power, proving that the Jayhawks remain a distinctive band without Olson."