"Guilty", "Signed, Sealed, Delivered I'm Yours", "Breathe Easy" and "Bubblin'" were released as singles from the album.

Betty Clarke from The Daily Telegraph found that Guilty showed "Blue as we already know them: heavy on soul-puppy richness, light on meaning.

It's easy listening in the most honourable sense, and there's no need to dress it up in seam-bursting bondage pants [...] What's left is a nifty little record.

"[2] In a negative review, Chris Long from BBC Music, called the album "in equal parts, vapid, bland, hopelessly derivative, unimaginative and, occasionally, downright offensive."

He further wrote that "there is not one moment of the ballad-heavy, drippy, sugar-sweet overdose of Guilty that deserves even a second listen [...] This is the sound of a band more interested in increasing their tabloid column inch count with their various late night shenanigans and celebrity ligging, than in their music.