The hosts were discussing the first lady's recent interview with ABC News Chief National Affairs Correspondent Tom Llamas, in which she addressed reports about the "alleged infidelities" of her husband.
She added that 'I am a mother as well as a first lady, and I have much more important matters to think about and do.
The president has denied porn star Stormy Daniels' allegations that she had a fling with the future commander-in-chief more than a decade ago - though he has admitted reimbursing Michael Cohen, his former personal attorney, a $130,000 hush payment.
When pressed, the US First Lady said that she could certainly be "one of them, if you really see what people saying about me". "Yes, we are fine. Yes".
He then noted she's not the first First Lady to take questions about her husband's infidelity.
Brown quickly responded to the White House's statement, apparently wanting nothing to do with the first lady and showed no respect, saying, "I don't have to bow down to dear leader leader or his third wife". It's not always pleasant of course.
"I never talked to Mr. Giuliani", she said.
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The 48-year-old dismissed the suggestion that repeated rumours of her husband's affairs had put a strain on their 13-year marriage.
Melania Trump claims that she still loves her husband very much despite the cheating accusations against him.
Trump also said during the interview that she is "the most bullied person in the world", changing that later to "one of the most bullied", in a clip released Thursday on "Good Morning America". These services are easy to cancel and some may be offering free promotions, so you can test them out without committing.
ABC is due to broadcast the full interview on Friday (October 12) at 10 pm EST.
During the episode of "The View", things got heated with sharp comments toward the first lady.
While in Egypt last week, Trump would not say if she believed Ford's allegations against Kavanaugh.