On January 29 2015, Rob Sheffield reviewed Madonna’s Unapologetic Bitch for Rolling Stone magazine’s singles review section (even though it was never released as a single):

Bitch, she’s Madonna. The queen of queens has given a taste of her upcoming album, Rebel Heart, with a few songs dropped in advance after an early leak of unfinished versions. And the girl’s in a feisty mood these days – Madonna writing herself a theme song called “Unapologetic Bitch” is like Springsteen doing one called “Jersey Guy Who Sweats a Lot.” These new songs range from the Nicki Minaj collabo “Bitch I’m Madonna” to the gospel-house pieties of “Living for Love” to the Yeezus-style industrial Kanye grind “Illuminati.” But “Unapologetic Bitch” is the standout: a breakup rant over a Diplo-produced dancehall groove, with Madonna shooting a few poison arrows into the heart of some dude who’s done her wrong.