Analysis is a core component of the podcast episodes provided, as the hosts often delve into in-depth critiques and examinations of the subject matter they discuss.

For example, in Otaku's Anonymous Episode #65, the hosts provide extensive analysis of various anime series, covering elements like animation, storytelling, character development, and world-building. Similarly, in Scam Goddess, the hosts analyze the different aspects of the gambling scandal involving Los Angeles Dodgers player Shohei Ohtani.

The Revolutionary Left Radio episode also features a detailed analysis comparing the analytical approach of Marxism to the more metaphysical nature of religious beliefs.