Also be sure to read why you shouldn't apply for a card with false information.
Really this goes for a lot more than just grocery stores. I'm extremely sick of being interrogated for personal information at every profit-making website on the internet. (Except LiveJournal. I <3 LiveJournal. Have you told LiveJournal how much you love it lately?)