From Longman Dictionary of Contemporary Englishyou don’t say!you don’t say!SURPRISEDused to show you are surprised by what someone has told you – also often used when you are not at all surprised by what someone has told you → say
Examples from the Corpus
you don’t say!• "I think Bob and Susan are having an affair." "You don't say! That's been common knowledge for months." 