He also revealed Ye invited him to accompany him during the White House visit, but he declined.
West said that Trump wore the hat he made during their meeting on October 11, when West and NFL Hall of Famer went to the White House to discuss criminal reform, bringing manufacturing to Chicago, and other issues.
Talking loudly and rapidly on everything from Trump's protectionist trade policies to replacing Air Force One with a hydrogen plane, black gun crime, being married to Kim Kardashian and "infinite amounts of the universe", West left the normally loquacious president almost speechless.
And I'm saying this... not out of animus for Kanye West but because I feel sorry for him.
"It was from the soul".
Host Chris Wallace later chimed in: "This same guy, Kanye, said George W. Bush didn't care about black people during [Hurricane] Katrina".
The rapper also shot down the idea that all black people should support the Democrats.
Rapper Kanye West speaks to President Donald Trump and others in the Oval Office of the White House.
An energized Kanye West met with President Trump in the Oval Office on Thursday afternoon. West acknowledged that some people have an issue with the word "again" in the trademark Trump slogan, and said he prefers simply "Make America Great".
"Kanye West is coming to the White House to have lunch with President Trump and he will also meet with Jared Kushner", Sanders declares in a statement.
"I kind of feel like every day I say, 'Oh, it's a insane day.' Today was the craziest day", Kimmel said.
During one pause in West's comments, Mr Trump said: "I tell you what, that was pretty impressive ... that was quite something". On "The View", Yvette Nicole Brown said West acted like a "second-tier circus performer".