{"product_id":"ai-comment-mining-unlock-audience-insights-reactions","title":"AI Comment Mining: Unlock Audience Insights \u0026 Reactions","description":"\u003ch3\u003eAI Comment Mining: Unlock Audience Insights \u0026amp; Reactions\u003c\/h3\u003e\n\n\u003cp\u003eThis AI agent skill enables the analysis of public comments from popular social media platforms to derive audience reactions, sentiment, and voice-of-customer insights. It supports a structured workflow to assist developers and teams in understanding and utilizing audience input for research, content development, and customer engagement strategies.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eFetches comments and replies from public posts or videos on platforms such as TikTok, YouTube, Instagram, Facebook, Reddit, and Rumble.\u003c\/li\u003e\n  \u003cli\u003eAnalyzes filtered data to identify audience questions, objections, complaints, and expressions of buying intent.\u003c\/li\u003e\n  \u003cli\u003eExtracts language directly from customer interactions to assist in understanding the voice-of-customer and sentiment around specific posts, creators, products, or topics.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working with AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eContent creators seeking to understand audience reactions and improve engagement.\u003c\/li\u003e\n  \u003cli\u003eMarket researchers focusing on sentiment analysis and audience behavior.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAnalyzing comments on a YouTube video to gather product feedback or identify user objections.\u003c\/li\u003e\n  \u003cli\u003eMining Instagram post comments to generate new content ideas based on recurring questions or themes.\u003c\/li\u003e\n  \u003cli\u003eExploring TikTok video interactions to assess buying intent and customer sentiment regarding a service or product.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes specific endpoints for data retrieval: TikTok (`\/v1\/tiktok\/video\/comments`), YouTube (`\/v1\/youtube\/video\/comments`), Instagram (`\/v2\/instagram\/post\/comments`), Facebook (`\/v1\/facebook\/post\/comments`), and more.\u003c\/li\u003e\n  \u003cli\u003eRequires the use of post or video URLs to fetch comments efficiently.\u003c\/li\u003e\n  \u003cli\u003eIncorporates pagination where supported to manage large datasets effectively.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003eNote: This skill targets publicly available information only. Users must ensure compliance with the terms of service of target sites, as it does not bypass authentication or CAPTCHA mechanisms.\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\u003eScrapeCreators\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/ScrapeCreators\/social-media-research-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eScrapeCreators\/social-media-research-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":52904751956279,"sku":"MCP-SCRAPECREATORS-SOCIAL-MEDIA-RESEARCH-SKILLS-COMMENT-MINING","price":6.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/B_woDjt9eGqphOlyPGXuX_ac28744cd8b9498496879bb90cd12dc8.jpg?v=1787825434","url":"https:\/\/mcpcart.com\/products\/ai-comment-mining-unlock-audience-insights-reactions","provider":"SPF PRO","version":"1.0","type":"link"}