Chapters are hyperlinks, usually in the show notes, that let you jump to a predetermined time in the episode. They’re added in by the show to provide time-stamped reference to a specific point in the episode.
For listeners, chapters are a great way to see what is in the episode in more detail and at a glance. For example, you might want to listen to just one section of a conversation instead of a full hour and a half episode.