Hosted by Big Brother's Bit On The Side's Rylan Clark-Neal, Celebrity Ghost Hunt Live will air on Channel 5's digital channel 5STAR in September.
According to The Sun newspaper, alongside Chris and Charlotte will be Ex On The Beach's Charlotte Dawson, Celebrity Big Brother winner Stephen Bear and Real Housewives of Chesire’s Ampika Pickston.
They'll film a spooky ghost hunting trip with Rylan at the 'haunted' Harwich Fort in Essex.
Alongside the celebs, the show will also include 'experts' like psychic Ian Lawman and a pair of paranormal investigators.
A source told The Sun newspaper: "Chris Hughes is going to be hysterical – he was the easily the most scared on Love Island."
The insider claimed: “There will be no funny business with this show – it will be a genuine ghost hunt. And there’s no hiding as it will be broadcast live.
“Some of the high tech equipment is going to be used so the celebrities can become top ghostbusters.
“It’ll be something ghost hunting fans have never seen before.”
Celebrity Ghost Hunt Live will air in September on 5Star.