{"product_id":"unlock-youtube-audience-insights-with-ai-agent-skill","title":"Unlock YouTube Audience Insights with AI Agent Skill","description":"\u003ch3\u003eUnlock YouTube Audience Insights with AI Agent Skill\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill is designed to assist developers and teams in understanding more about their YouTube audience through comment analysis. By integrating with the YouTube Data API, it provides insights into the questions and themes within video comments, identifies repeat commenters, and suggests which comments to reply to or pin.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eExtracts commenters and top comments from any YouTube video.\u003c\/li\u003e\n    \u003cli\u003eAnalyzes recurring questions and themes to generate content ideas.\u003c\/li\u003e\n    \u003cli\u003eIdentifies repeat commenters to highlight superfans.\u003c\/li\u003e\n    \u003cli\u003eDetermines sentiment and suggests which comments merit replies or pins.\u003c\/li\u003e\n    \u003cli\u003eProvides channel statistics and niche trend analysis using the YouTube Data API.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is beneficial for developers and teams utilizing AI coding agents like Claude Code, Cursor, and Codex who aim to deepen their understanding of audience interactions on YouTube. It is particularly relevant for those involved in content strategy and audience engagement.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eAnalyzing viewer comments to understand who is engaging with your videos.\u003c\/li\u003e\n    \u003cli\u003eGenerating ideas for future content based on audience questions and themes.\u003c\/li\u003e\n    \u003cli\u003eIdentifying key audience members who frequently engage with your content.\u003c\/li\u003e\n    \u003cli\u003eResponding to the most pertinent comments to enhance viewer interaction.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cp\u003eThis skill utilizes the following tools and integrations:\u003c\/p\u003e\n\u003cul\u003e\n    \u003cli\u003eAgent-skill capabilities for implementing AI-driven insights.\u003c\/li\u003e\n    \u003cli\u003eIntegration with the YouTube Data API v3 to gather and analyze video comment data.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eThe skill targets publicly available information, and users must comply with YouTube's terms of service. It does not access or display private data such as who liked a video.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003esergebulaev\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/sergebulaev\/youtube-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003esergebulaev\/youtube-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52875546820919,"sku":"MCP-SERGEBULAEV-YOUTUBE-SKILLS-YT-AUDIENCE-INSIGHTS","price":14.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/qJ2tPAYam7kWUM1GsEpin_0ec6d114371a47b6968e20d6303126aa.jpg?v=1787303352","url":"https:\/\/mcpcart.com\/products\/unlock-youtube-audience-insights-with-ai-agent-skill","provider":"SPF PRO","version":"1.0","type":"link"}