{"id":202,"date":"2026-03-13T09:27:01","date_gmt":"2026-03-13T09:27:01","guid":{"rendered":"https:\/\/ai-rebels.uhu.nl\/?p=202"},"modified":"2026-03-26T15:33:01","modified_gmt":"2026-03-26T15:33:01","slug":"the-role-of-video-and-podcasts","status":"publish","type":"post","link":"https:\/\/ai-rebels.uhu.nl\/en\/de-rol-van-video-en-podcasts\/","title":{"rendered":"The role of video and podcasts"},"content":{"rendered":"
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How do LLMs index multimedia content?<\/h2>\n

The transcript secret<\/h3>\n

You recorded a great podcast episode with your CTO about your engineering culture. Authentic, in-depth, full of concrete details. Exactly what candidates want to hear.<\/p>\n

But is it quoted by ChatGPT?<\/p>\n

Only if there is a transcript.<\/p>\n

LLMs cannot \u201clisten\u201d or \u201cwatch\u201d audio or video. They process text. Multimedia content without textual representation is invisible to AI.<\/p>\n

How LLMs process multimedia<\/h3>\n

Technical reality:<\/p>\n

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  1. Transcripts are crawled:<\/strong>\u00a0When podcasts and videos are published with transcripts, AI crawlers index the textual content<\/li>\n
  2. RAG pipelines use transcripts:<\/strong> In Retrieval-Augmented Generation, LLMs retrieve specific passages to cite, including podcast segments<\/li>\n
  3. Metadata strengthens findability:<\/strong>\u00a0Episode titles, descriptions, speaker names and timestamps make content more indexable<\/li>\n<\/ol>\n

    The implication: a podcast with transcript is quotable. A podcast without a transcript does not exist for AI.<\/p>\n

    The multimedia hierarchy for AI visibility<\/h3>\n\n\n\n\n\n\n\n
    Format<\/th>\nAI visibility<\/th>\nRequired<\/th>\n<\/tr>\n
    Video + transcript + metadata<\/td>\n\u2605\u2605\u2605\u2605\u2605<\/td>\nFull transcript, timestamps, speakers<\/td>\n<\/tr>\n
    Podcast + transcript<\/td>\n\u2605\u2605\u2605\u2605<\/td>\nTranscript published on website<\/td>\n<\/tr>\n
    YouTube with auto-captions<\/td>\n\u2605\u2605\u2605<\/td>\nYouTube indexes auto-generated captions<\/td>\n<\/tr>\n
    Video\/podcast without transcript<\/td>\n\u2605<\/td>\nOnly title and description indexable<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    Best practices for citable multimedia<\/h3>\n

    1. Publish full transcripts<\/strong><\/p>\n

    Not just on YouTube or Spotify, but on your own website. Transcripts on your domain strengthen your site authority and are directly quotable.<\/p>\n

    2. Structure for extraction<\/strong><\/p>\n

    Organise transcripts with:<\/p>\n