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How to mine comments for objections and buying intent with Social Media Research Skills

Point your agent at a viral post and use the comment-mining skill to pull questions, objections, pain points and buying intent in the audience's exact words.

Short answer: Install with npx skills add ScrapeCreators/social-media-research-skills and set SCRAPECREATORS_API_KEY; then pick a post with lots of comments from your niche or a competitor; Ask: Mine the comments on this viral Instagram Reel. I want objections, questions, buying intent, and exact audience language. All steps.

Credentials. The ScrapeCreators API key is billed per request, so keep it private.

Who it is forA founder, copywriter or product marketer writing landing pages, FAQs or ads who wants real customer language, not guesses.

The problemReading hundreds of comments by hand is slow, and summaries lose the exact phrases that make copy convert.

The outcomeA voice of customer report with themes, verbatim quotes, objections, buying signals and content ideas, with links back to the source.

What you need first

  • A ScrapeCreators API key
  • An agent supporting the Agent Skills spec

Steps

  1. Install with npx skills add ScrapeCreators/social-media-research-skills and set SCRAPECREATORS_API_KEY
  2. Pick a post with lots of comments from your niche or a competitor
  3. Ask: Mine the comments on this viral Instagram Reel. I want objections, questions, buying intent, and exact audience language
  4. Check the quotes against the post to make sure they are verbatim
  5. Feed the objections into your FAQ and the phrases into headlines
  6. Repeat across several posts and ask for product-demand-research to validate an idea

Prompt for your agent

Run comment-mining on <post URL>. Group comments into objections, questions, pain points and buying intent, quote each one verbatim with its link, and finish with five headline ideas using the audience's own words.

Caveat. Comment access and volume vary by platform.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for ScrapeCreators/social-media-research-skills and "Mine comments for objections and buying intent"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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