The grandmother-of-seven took to Instagram with an artistic photo of the couple as she announced they have a new project in the works.
Alongside the promotional snapshot, she wrote: "Check out @unconsciouslycoupled the new podcast from my insanely funny son @theoliverhudson and his wife @ehud26 (my fabulous daughter-in-law).
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"Ollie and Erinn are taking us on a deep dive into their relationship and how they managed to raise 3 amazing kids while being unconsciously coupled for almost 2 decades. The first episode is out now. LINK IN BIO."
Oliver shared the podcast artwork too and wrote: "I’ve covered siblings with @katehudson I've explored fatherhood with @joebuck and now relationships with my wife on our new podcast @unconsciouslycoupled I guess I love talking.. CHECK IT OUT! You’re gonna love it or your money back."
Goldie shared her support with three heart emojis and fans flooded them with compliments and excited messages.
Oliver and Erin have their own podcast
"You guys are such a great couple...cant wait to listen," added one, while another said: "This title is everything."
A fan who had listened to the first episode gushed about their connection. "This was great I loved your honesty and it's great that you both let each other speak without interrupting respect right there," they added. "I wish I was as forgiving as Erin that’s a unique quality she’s a keeper. Let us know when part 2 is on too."
Oliver recently celebrated more career news when he revealed The Cleaning Lady had been picked up for season two.
Oliver and Erin are proud parents to their three children
When asked about the news by ET, he said: "It's a happy time when anything gets picked up for another season these days. But I'll be honest. I knew it was [going to].
"As actors, we work and we watch and we're actors for hire and sometimes we have to do things that, you know, that pay the bills. This was something different. This was something real, something that had roots. It had a real message and I really loved it."
In fact, his whole family have fallen in love with the show.
"My parents have never watched anything that I have done all the way through," Oliver confessed. "A couple episodes, you know? That's how our family is. But they were invested in this show, they binge-watched it. I got calls every time they finished an episode. So for me, that's the barometer."
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