What Are Deductible Investment Interest Expenses? - TurboTax Tax Tips & Videos (intuit.com)
I already read this article, but I'm still trying to figure out if credit card interest actually qualify for the deduction.
No.
Credit card interest used for personal purchases isn't tax-deductible. It doesn't count as investment interest.