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Currently you are able to watch "What's My Line?" streaming on Amazon Prime Video, Classix or for free with ads on Amazon Prime Video with Ads.
Four panelists must determine guests' occupations - and, in the case of famous guests, while blindfolded, their identity - by asking only "yes" or "no" questions.