A published podcast transcript is a genuinely useful AI-visibility move because audio, on its own, is largely invisible to the assistants deciding who to recommend — they read text, and an un-transcribed episode is a closed box. Publish the transcript on a crawlable page and you convert every mention of your business, your expertise and your category vocabulary into indexable, quotable text that models can retrieve and attribute. The leverage is highest when you're the guest on someone else's show: a transcript on a trusted host's site is effectively a third-party citation naming you as an expert, which is exactly the kind of corroboration assistants weight when deciding whether you're credible enough to name. It compounds with your own show too — a transcript archive builds a body of on-topic, authoritative text under your domain. The limits are the ordinary ones: a transcript of a thin, off-topic or keyword-stuffed conversation does little, and the page still needs to be crawlable and well-structured — but for anyone doing podcasts, transcribing them is low-effort, durable AI-visibility fuel.
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