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Building a Transcript-Driven Automation Workflow for YouTube Research and Content Creation

Summary * Instantly extract and store YouTube transcripts using n8n, Apify, and Airtable. * Vectorized transcripts enable fast semantic search and context-aware querying. * Automation turns single URLs into content-ready metadata in under 10 seconds. * Vizard boosts content output by auto-generating viral short clips using transcript data. * System architecture allows scalable research, agent

By Ella Brooks