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It’s absolutely possible. It would depend on the store but I’m guessing a store that has a loyalty program is interested enough in analyzing customer data that they would use your credit card as a unique identifier of you as a customer, especially for transactions where there wasn’t a loyalty number entered.
The thing about Arsenal is, they always try and walk it in.