GTFO is long established internet slang for get the fuck out, used in gaming chats, forums and comment threads long before short soundboard clips spread it as audio. The GOGTFO version compresses that phrase into a single shouted reaction that creators reuse in edits, streams and meme compilations. It sits alongside other fast go chants like gogogogogo in sound collections, but this one is used specifically for ejection and rejection. Its popularity comes from instant clarity, everyone understands the order without any context or setup needed at all.