Well, the pair certainly looked close on Wednesday night as they partied with pals - including Megan McKenna and TOWIE's Jon Clark - at DSTRKT club in London.
Mike shared a photo of their night out on Instagram as he posed alongside Chloe. And on close inspection, Mike firmly has his hands on Chloe's bum!
But it doesn't look like Chloe minds that much, as she is all smiles in the photo.
Even co-star Pete Wicks had something to say about the snap. Taking a screenshot of Mike's Instagram photo, Pete said to his followers on Twitter: "Got your hands full there Mike @MichaelHassini," with eyes and crying with laughter emojis.
During their night out, Mike even tweeted: "I'm in love @Chloemeadows" with three smiling and heart-shaped eyed emojis.
Are we about to have a new couple on the show?
Earlier this week, Georgia Kousoulou revealed that Mike had the hots for Chloe.
Georgia revealed: "I grilled Mike Hassini yesterday, and he was like 'Chloe's really hot'. He's going to kill me when he sees this! Sorry Mike."
The feeling was mutual though, as Chloe said she found Mike good looking, but she kept coy over a potential romance.
"I don't know, I'll have to see what he's like as a person," she said. "I can be a bit shy when it comes to boys. If I fancy someone."
The brand new series of The Only Way Is Essex kicks off on Sunday 28 March, starting with a special in Gran Canaria.
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