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32C
Description
The AI Podcast Guest Matching Agent connects hosts with ideal guests by analyzing show themes, audience demographics, and past episode transcripts. It uses semantic similarity modeling and a conversational LLM to evaluate compatibility. The system integrates with podcast directories and maintains indexed profile embeddings for accurate matching. Users interact via a dashboard where they review suggested matches and send automated outreach invitations. This reduces booking time and increases audience engagement.