Someone asked me a couple of days ago about podcast trailers.
It isn't required to have one, but Apple Podcasts can take up to a week to get your feed up and running.
By creating a trailer, you get your RSS feed ready to go, allowing you to share your actual episodes on Apple Podcasts more quickly.
People will give you other reasons, but that is the main benefit I see with making one.