There’s a whole lot of love in Colbie Caillat and Gavin DeGraw‘s newest music video.

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As the lead track for the upcoming movie “Safe Haven” starring Josh Duhamel and Julianne Hough, “We Both Know” helps capture a couple truly in love. Colbie and Gavin share plenty of romantic moments as they row a boat, watch fireworks at night and slow dance in the park.

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Watch the video for yourself and you just might fall head over heals in love too. “Safe Haven” hits theatres on Valentine’s Day.