How do AI search engines find podcast content?

They read web pages, not audio. An engine finds a podcast when the episode has a public page with a full transcript, a clear title and description, and structured data it can parse. If the ideas in the episode were only ever spoken, the retrieval system has nothing to match a question against and the episode never enters the candidate set.

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