Claude Skill MartBrowse skillsQuick linesLearn by videoTerminal guideWhat is a Skill?
 
← Back to list

Comment Mining

Pulls public comments from TikTok, YouTube, Instagram, Facebook, Reddit and Rumble, then classifies them into questions, objections, buying intent and reusable customer language.

Marketing & SEOIntermediate★ 1,780⑂ 17AI score 8/10Last updated: Aug 26, 2026

What it does

  • Fetches comments and replies via ScrapeCreators endpoints for TikTok, YouTube, Instagram, Facebook, Reddit and Rumble, preserving author, likes, timestamp and source URL.
  • Cleans lightly: drops spam and duplicates but keeps slang, typos and emotional wording as authentic customer language.
  • Buckets each comment into nine types (questions, objections, complaints, praise, confusion, feature requests, buying intent, controversy, memes).
  • Clusters themes, scores them by frequency and intensity, and attaches representative verbatim quotes.
  • Emits a fixed Markdown report with content ideas, FAQ ideas, landing page angles and objection-handling bullets, plus confidence and sample-size labels.

Who it's for

  • Marketers and copywriters who need real voice-of-customer phrasing.
  • Content and social teams mining comments for topics and FAQs.
  • Product and research folks hunting pain points and feature requests.

Example uses

  1. "Analyze the comments on this TikTok and list the repeated questions plus response angles."
  2. "From this Reddit thread about my product, extract buying-intent signals and complaints" (it reads the original post for context too).
  3. "Pull 10 exact audience phrases from a competitor's YouTube video I can reuse as headlines."

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/ScrapeCreators/social-media-research-skills/HEAD/skills/comment-mining/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills/comment-mining folder from the GitHub repo ScrapeCreators/social-media-research-skills into my ~/.claude/skills/comment-mining/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/ScrapeCreators/social-media-research-skills.git /tmp/sc-skills && mkdir -p ~/.claude/skills && cp -r /tmp/sc-skills/skills/comment-mining ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/ScrapeCreators/social-media-research-skills.git
  3. Copy the skill in: mkdir -p ~/.claude/skills && cp -r social-media-research-skills/skills/comment-mining ~/.claude/skills/
  4. Create an API key at https://scrapecreators.com (paid credits required).
  5. Export it: export SCRAPECREATORS_API_KEY="your_key" and add the line to ~/.zshrc or ~/.bashrc so it persists.
  6. Restart Claude Code and ask something like "mine the comments on this video" with a post URL to trigger the skill.
View source on GitHub ↗License: MIT