"He goes back and forth," Olivia told E! News in March, calling the big reveal a "once in a lifetime experience."

"I think I will maybe convince him that it would be really fun to wait," she added. "It would be such a nice surprise."

Meanwhile, Olivia’s sister Aurora Culpo—who shares kids Remi, 6, and Solei, 4, with ex-husband Michael Bortone recently dished about a bit of sister drama surrounding another baby shower just last month.

“Olivia [had] a ‘baby sprinkle’ in Denver on the weekend of my birthday.” Aurora explained on a recent episode of Gia Guidice’s Casual Chaos podcast. “And she was like, ‘Don’t worry about coming.’ She literally texted me being like, ‘I know it’s really out of the way. It’s just going to be super small. You’re going to my other shower [in Rhode Island], so don’t worry about coming to this little thing.’”