[16] The New York Times concluded that "perhaps the most striking cut on Surprise is 'Almost Magic', a diaphanously textured showcase of overdubbed vocals on a song in which Ms.
"[3] Trouser Press determined that the album "boasts a guest list that suggests a hipper version of the bloated superstar processions Peter Asher used to assemble for James Taylor and Linda Ronstadt.
"[10] The Los Angeles Times wrote that "the slower, softer [songs] ache or rage convincingly, a Talking Heads-style art-funk number hits its groove, a Dylanesque shaggy-dog story ambles along playfully.
"[21] The Globe and Mail called Surprise "both immediately accessible, full of familiar country and pop elements, and bursting with interesting little instrumental and vocal flourishes.
[23] AllMusic wrote: "The album's style and production mix jangle pop elements from the preceding decade with a roots rock tone, and the overall result has a healthy folkish disposition.