Taylor Swift and Demi Lovato were spotted shopping together on Sunday in Beverly Hills, Calif.

The Red singer wore a bowler hat, a white button down shirt and black stockings while Lovato kept her look casual with black pants, a T-shirt and leather jacket. See a photo here.

Some might say that this is an unlikely pair of friends since both ladies once dated Joe Jonas. Swift often spoke about the Jonas brother after he dumped her in 2008.

Demi Lovato Photos Then & Now

"We haven't talked since, actually," she told Ellen DeGeneres that year. "But, you know what. Someday I'm going to find somebody really, really great who is right for me... I'm not even going to be able to remember the boy who broke up with me over the phone in 25 seconds when I was 18."

Joe Jonas Photobombs Demi Lovato Photo With Nick Jonas

The country crooner even wrote a song about the breakup called Forever And Always, which appears on her album Fearless. In the song, Swift sings, "And I stare at the phone, he still hasn't called. And then you feel so low you cant feel nothing at all. And you flashback to when he said forever and always."

There was a point in time when Lovato also had similar feelings for Jonas. The two dated in 2010 and broke up only after a few months. Now a few years later, the X Factor judge has an amicable relationship with her ex-boyfriend.

"Now, I can, fortunately, say, that [Joe], and his brother Nick [Jonas], have always been there for me, and are literally family, and like brothers," she told ABC's Nightline News in May. "We have a great friendship. And we may not be as close as we used to be, but that's ok."

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Demi Lovato, Taylor Swift