{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "scrapecreators-social-media-research-skills--mine-comments-for-buying-intent",
 "repo": "ScrapeCreators/social-media-research-skills",
 "repo_url": "https://github.com/ScrapeCreators/social-media-research-skills",
 "repo_slug": "scrapecreators-social-media-research-skills",
 "title": "Mine comments for objections and buying intent",
 "page_title": "How to mine comments for objections and buying intent with Social Media Research Skills",
 "summary": "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.",
 "who": "A founder, copywriter or product marketer writing landing pages, FAQs or ads who wants real customer language, not guesses.",
 "problem": "Reading hundreds of comments by hand is slow, and summaries lose the exact phrases that make copy convert.",
 "outcome": "A voice of customer report with themes, verbatim quotes, objections, buying signals and content ideas, with links back to the source.",
 "steps": [
  "Install with `npx skills add ScrapeCreators/social-media-research-skills` and set SCRAPECREATORS_API_KEY",
  "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",
  "Check the quotes against the post to make sure they are verbatim",
  "Feed the objections into your FAQ and the phrases into headlines",
  "Repeat across several posts and ask for product-demand-research to validate an idea"
 ],
 "agent_prompt": "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.",
 "agents": [
  "claude-code",
  "cursor",
  "codex",
  "gemini-cli"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "Comment access and volume vary by platform.",
 "category": "Sales and marketing",
 "tags": [
  "Sales and marketing"
 ],
 "lang": "python",
 "requirements": [
  "A ScrapeCreators API key",
  "An agent supporting the Agent Skills spec"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "The ScrapeCreators API key is billed per request, so keep it private."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/scrapecreators-social-media-research-skills/mine-comments-for-buying-intent/",
 "md": "https://dedupedai.com/use-cases/scrapecreators-social-media-research-skills/mine-comments-for-buying-intent/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/scrapecreators-social-media-research-skills--mine-comments-for-buying-intent.json",
 "api_version": "v1"
}