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YouTube channel analyst without watching

Watching YouTube to extract insights consumed hours for marketing and analytics teams. The scenario tracks selected channels, parses fresh videos via Apify, runs transcripts through GPT, and assembles a digest with key points. The report ships by email as a Forbes style summary. Replaces full viewing with reading structured summaries. Suitable for education teams, marketing, analysts, content producers, and business owners running competitive intel.