That is usually not how credit cards work anymore. Sure, you can try to charge any card but if it is issued by a European bank it will very likely be denied and you will be asked to do a Strong Customer Authentication.

Same applies to SEPA direct debit. Here in Sweden most (all?) banks requires the customer to sign digitally before any direct debit mandate is created.