From Longman Dictionary of Contemporary Englishwould you believe it!would you believe it! (also I don’t believe it!)SURPRISED used when you are surprised or angry about something And then he just walked out. Would you believe it! → believe
Examples from the Corpus
would you believe it!• Would you believe it, she actually remembered my birthday! 