The twosome were recently photographed enjoying a stroll in Los Angeles.
In a career spanning over a decade, Clarkson has accumulated 100 Billboard number-one hits and sold over 25 million albums worldwide.
Ripa also wore the ensemble on her show on Thursday morning and did a dramatic reveal of the striking suit on set.
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She used to be a model, too.