AI chatbots currently rely on text-based data including articles, Reddit threads, and transcripts rather than directly ingesting audio files. For a podcast to exist within a chatbot's recommendation pool, it must have a presence on the open web through structured text. Unlike traditional search engines where a show might rank on a second page, being absent from a chatbot's concise answer results in total invisibility for the creator.