I think the OP has a pretty good case for this being an unauthorized charge.
Additionally, as someone who has been on the receiving end of chargebacks a number of times I can tell you merchants have a higher burden of proof in things like this. Even submitting perfect evidence can get ruled in favor of the cardholder.