According to reports, EastEnders actor Joe, 34, and 26-year-old Stacey have been seeing each other in secret for two months, and were first spotted together during his birthday celebrations last weekend.
Stacey and Joe, who was crowned King in 2008, allegedly spent the day getting massages and enjoyed a Pilates class.
A source told The Sun: “They were looking totally loved up as they enjoyed a night together at the spa to celebrate Joe’s birthday.”
The adorable couple were seen together again yesterday, getting ice cream from a Rossi parlour in Southend-on-Sea.
Former X Factor star Stacey won I’m a Celeb in 2010, and it’s thought Joe reached out to her on Twitter last year following her bitter split from US reality TV star Steve-O.
He tweeted: “@StaceySolomon is the best [sic].”
She responded: “Aw that so nice of you thank Joe haha [sic].”
Stacey and Steve-O met while they were both taking part in Channel 4’s The Jump but, after a whirlwind romance, she revealed he’d dumped her in July.
Mum-of-two Stacey and Joe have yet to comment on the reports.