The track, called Sexy Party, features the mum of 14 singing and rapping, according to US website TMZ. Suleman recorded it with a US reality TV star and musician called Adam Barta in June.
And the 37-year-old clearly has no intention of her efforts going unnoticed, posing nude except for rosary beads with Barta cupping her bare boobs on the racy cover, the Sun reported.
Suleman - renowned for giving birth to octuplets in 2009 - was inspired by Madonna for the artwork, which also features crucifixes in the background. Barta tweeted the cover, asking: "Here it is everyone! The cover you have been waiting for! Octomom -- The Topless Album Cover."
And he told fans: "So excited for our #Madonna inspired CD cover! She is a childhood idol for me too! #Octomom" Cash-strapped Suleman''s other recent ventures include stripping, making a porn film and asking the public to donate money to help pay her mortgage.