Proposal for an ethical A/B testing process for price hikes:

A: The existing, lower rate. B: Advertise a higher rate. After signup is completed and the customer is fully expecting to pay a higher rate, inform them that the newer rates haven't "taken effect yet" and they will instead be billed at the previous, lower rate. This preserves both experimental validity and ethical pricing.