Chloe has only recently started dating Joe, who is a celebrity personal trainer, but things must be serious as they attended a launch party together last night (27 June).
The couple were snapped at former TOWIE star Billi Mucklow's bash in Loughton, Essex, which was thrown to mark the opening of her new Bikram yoga studio.
Posing together inside the studio, Chloe - who was wearing a racy black top, white pencil skirt and black sandals - and smartly dressed Joe were all smiles as they held each other close.
Chloe is yet to mention her new man on TOWIE, and it's unsure whether he will actually appear in the ITV2 reality show.
The star, who is mum to daughter Madison and who has just landed a job working for a fashion magazine, has also remained tight-lipped on Twitter.
Last night, Chloe simply tweeted: "En route to see @BilliMucklow, wishing her all the luck in the world with her new venture "Bikram Yoga" Loughton Essex xx"