The singer, 22, seems to be hinting at a new relationship as he shared the photo with his 3.5million Instagram followers on Saturday night (26 September).
In the snap, a topless Zayn has his arm around the pretty girl, who is nestled on his chest. Both are shaping their lips into a kiss.
Fans were quick to point out that the blonde looks remarkably like actress Gage Golightly...
While Zayn mysteriously did not caption the photo, fans were quick to assume that Zayn and Teen Wolf star Gage are dating.
But they didn't seem too happy about Zayn moving on from ex-fiancée Perrie Edwards.
One fan blasted: "Give them a few weeks and they'll be engaged, give them a month and he'll get a tattoo of her, give them a year and he'll break up with her via text."
Another remarked: "WHO IS THIS?! I WANT PERRIE BACK!!!!! ZERRIE FOR LIFE."
Something tells us Perrie doesn't feel the same way, though, and certainly not after THIS photo. And we're not the only ones to have noticed Gage's striking resemblance to the Little Mix star!
Whether Zayn is dating again or not, the picture seems to send a clear message... The pair look very cosy in the black and white snap.
Zayn - who's currently working on new music in Los Angeles - and Perrie split up acrimoniously in August when he reportedly broke off their engagement by text.
Since the split, Zayn has been linked to Burberry model Neelam Gill.
Meanwhile, we think Perrie might be staying clear of anything too serious for a bit...
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