It's official, John Mayer and Katy Perry really are in love ... and they've got the album art to prove it! 

On Monday, John shared the single artwork for "Who You Love" ... and it's disgustingly sweet.

In the photo, a lingerie-clad Katy is seen laying on a couch as she caresses the musician, who (of course) has his trusty guitar in-hand.  

"'Who You Love' is here. Proud of this song, proud of this artwork, proud of this girl," Mayer posted along with the Instagram photo. 

The "Your Body Is A Wonderland" singer also took to his Tumblr, where he left another sweet message about the snap and his lady.

"I’m excited to give you the first look at the single artwork for 'Who You Love,' shot by the great Mario Sorrenti. Get it at the iTunes Store, and then head over to Vanity Fair to see exclusive photos from the shoot. And yes, we look like this at home pretty much all the time," he wrote. 

Doesn't seem like the pop star power couple will be slowing down anytime soon -- what do you think of Mayer's new album art? Sound off below, and take a listen to the song!

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