Do refunds count as chargebacks?
No. A refund you issue is not a chargeback and does not count toward the ratio. A high refund rate is still read by underwriters as a fulfilment or expectation problem, and refunding after a dispute has been filed does not remove it.
The distinction is worth being precise about because it changes what you should do.
A refund is you returning money voluntarily. It costs you the sale and usually the processing fee, and it does not touch your dispute ratio.
A chargeback is the cardholder going to their bank instead of to you. It costs you the sale, a fee, and a mark on the ratio — and once filed, it counts whether or not you subsequently win it.
Refunding quickly is therefore the correct move when a customer is unhappy, and it is genuinely cheaper than the alternative. But two caveats:
Refunding after the dispute is filed does not help the ratio. It may resolve the customer relationship, and it can stop the dispute being pursued, but the dispute is already counted.
A high refund rate is its own signal. An underwriter reading a 12% refund rate does not conclude you handle complaints well. They conclude something upstream is wrong — delivery times, product expectations, or a continuity charge customers did not anticipate.
The pairing underwriters like is a low refund rate and a low dispute rate. A low dispute rate bought with a very high refund rate invites the obvious question.