updated 03/13/2014 AT 8:00 AM ET
•originally published 03/14/2014 AT 8:30 AM ET
Why is Leah Remini doing a reality show? Because she’s not so different from you – and yes, because she’s funny.
“People tell us, ‘You guys are funny.’ Other people find us entertaining, so we thought, ‘Let’s do it,’ ” the former King of Queens actress tells PEOPLE of her plans to star with her family in an as-yet-untitled TLC show this summer.
“My family is not so different from the rest of America,” she adds. “I think people love to see that, oh, just because she’s on television and in Hollywood, I can still relate to her.”
Remini, 44, who has made headlines recently for her high-profile exit from the Church of Scientology, will be joined on the show by her husband Angelo and their daughter Sofia, 9. And Sofia, in particular, is ready for her close-up, mom says with a laugh.
“She was like, ‘Where are the cameras? When do they show up? And do I get hair and makeup?’ She’s ready! They’re excited about it,” says Remini.
The actress, who competed on Dancing with the Stars last season, has long been a fan favorite, which is something she cherishes every time she meets someone who compliments or critiques her work.
“One of the girls that was doing my hair said, ‘My mother loves you. Would you mind if we call her?’ ” Remini says. “And I said, ‘No problem,’ so we called her and she said, ‘You know what, Leah? I don’t like when you wear long things. I want to see your feet, and I can’t see a proper foxtrot from you. And don’t wear skimpy things!’ And I said, ‘Okay, note taken!’