The loan facility availed by a credit card holder, where being a credit card holder is a condition for eligibility, is not considered a credit card service. Instead, it is treated as a standard loan which is exempt under GST. Directed the bank to refund the GST collected from the assessee.
Source: a2ztaxcorp.com