Structured data follows the schema.org vocabulary, allowing platforms to explicitly label titles, descriptions, durations, and transcripts for search engines. Many podcast hosting platforms fail to prioritize this markup, causing Google to index show notes as generic blog posts with audio rather than specialized podcast content. This technical legibility is increasingly vital for AI systems building topical databases of existing podcasts.