If you can’t summarise your show in a sentence, you’ve probably not thought about your podcast enough.
It helps tell your listener what the hell they’re listening to. That also gets drummed into them, so when they’re telling a friend/colleague about your podcast they will be likely to repeat those words. If you can’t summarise your show in a sentence, you’ve probably not thought about your podcast enough.