This n8n workflow automates the extraction of insights from YouTube videos, comments, and thumbnails to enhance content strategy. Designed for creators and marketers, it streamlines the process of analyzing YouTube channels and videos for engagement, effectiveness, and optimization opportunities. The workflow utilizes multiple nodes that interact with APIs from Google, OpenAI, and Apify, as well as internal custom tools, to fetch video data, comments, and channel details, then analyze visual content and transcribe videos for further insights. Key steps include setting up API credentials, retrieving video and comment data, analyzing thumbnails through AI, transcribing videos for content insights, and utilizing a conversation agent for interactive queries about YouTube content. This automation is suitable for content creators, marketers, or data analysts seeking to automate YouTube content analysis and improve engagement strategies.

Node Count	>20 Nodes
Nodes Used	@n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.chatTrigger, @n8n/n8n-nodes-langchain.lmChatOpenAi, @n8n/n8n-nodes-langchain.memoryPostgresChat, @n8n/n8n-nodes-langchain.openAi, @n8n/n8n-nodes-langchain.toolWorkflow, executeWorkflowTrigger, httpRequest, set, stickyNote, switch