Is non-refundable revenue still considered unearned?

Yes, non-refundable revenue is still considered unearned until the service is delivered or the product is provided. This revenue is recorded as a liability on the balance sheet because it represents an obligation to perform in the future. Once the service is rendered or the product is delivered, it is recognized as earned revenue on the income statement.