Three hours prior to Trump's tweet, Kanye sent a message proclaiming his support for the president and defending a previous message he wrote supporting another black Trump supporter.
In a later tweet, West explained that his wife, Kim Kardashian, had suggested that he "make this clear to everyone".
Ironically, this comes almost thirteen years after he infamously stated "George Bush doesn't care about black people" during a Hurricane Katrina telecast.
Much like Trump, he also took issue with coverage of himself in the media, tweeting to the founder of celebrity gossip site TMZ, "Your (sic) hearing from your future president".
Chance and Kanye have worked together on numerous occasions including both of their most recent albums.
Asked about West at Wednesday's daily briefing, White House press secretary Sarah Huckabee Sanders told reporters that she wasn't aware of any conversations between West and the president since their Trump Tower meeting.
Kanye West's blizzard of tweets supporting President Trump won the support of another major hip hop artist - Chance the Rapper. "Y'all are aggravating the black people at the expense of dragging their outrage into more clicks/streams etc for whatever Kanye is about to drop. I love Hillary too".
Obama was in office for eight years and nothing in Chicago changed.
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"He's a free thinker, is that not allowed in America?" she tweeted.
Of course, this isn't the first time West has expressed his admiration for Trump.
Although West hinted at plans to run for president in 2024, he asserted that he's "not even political" and doesn't consider himself a Democrat or Republican.
West has said he did not vote in the 2016 presidential election but would've voted for Trump.
The Heartless singer tweeted that Trump was his "brother", that he loves him and they both have "dragon energy".
"I love when people have their own ideas. That's just not fair", she added. Kanye is years ahead of his time. He went on to say that he doesn't have to agree with everything anyone does as that's what being an individual is all about.
Others, however, had less support for him.