Question: how do you know if you are blocked on periscope?
Answer: In such situation you are suddenly removed from broadcast while a message in grey pops up on your screen stating that you have been blocked by the broadcaster. One other way of knowing that a person has blocked you on Periscope is that you won't be able to see whether the person has used the app or not.