AI Comment Mining: Unlock Audience Insights & Reactions

AI Comment Mining: Unlock Audience Insights & Reactions

This 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.

What this skill does

• Fetches comments and replies from public posts or videos on platforms such as TikTok, YouTube, Instagram, Facebook, Reddit, and Rumble.
• Analyzes filtered data to identify audience questions, objections, complaints, and expressions of buying intent.
• Extracts language directly from customer interactions to assist in understanding the voice-of-customer and sentiment around specific posts, creators, products, or topics.

Who it is for

• Developers working with AI coding agents such as Claude Code, Cursor, and Codex.
• Content creators seeking to understand audience reactions and improve engagement.
• Market researchers focusing on sentiment analysis and audience behavior.

Use cases

• Analyzing comments on a YouTube video to gather product feedback or identify user objections.
• Mining Instagram post comments to generate new content ideas based on recurring questions or themes.
• Exploring TikTok video interactions to assess buying intent and customer sentiment regarding a service or product.

Technical details

• Utilizes 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.
• Requires the use of post or video URLs to fetch comments efficiently.
• Incorporates pagination where supported to manage large datasets effectively.

Note: 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.

Source & Licence

This package is built on open-source work published by ScrapeCreators (ScrapeCreators/social-media-research-skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.