Do you mean on a website? Like Amazon or something. Because yes, they save your card number and it shouldn't matter what computer you're using, as long as you sign in with the same account.
Some web browsers save your card details so you don't have to type them in on a new website. If you change computer you'll probably lose the saved details in that case.
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