Individual skill
comment-mining
Mine comments and replies on social posts, videos, and ads for recurring customer language, questions, objections, desired outcomes, complaints, product requests, purchase signals, and creative opportunities. Use for voice-of-customer research grounded in linked source evidence.
skills/shared/comment-mining/SKILL.md
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# Comment Mining
Turn public comment threads into evidence a growth team can use.
## Inputs
- Brand/product and research question.
- Post, reel, video, or ad URLs; or creators/competitors to sample.
- Target market, platforms, time window, and desired sample size.
## Workflow
1. Use `scrapecreators-api` to collect post context, top-level comments, and replies from the relevant platforms. Sample across multiple posts and creators instead of overfitting to one viral thread.
2. Preserve parent-and-reply context where it changes meaning. Remove obvious spam, duplicate comments, tag-only replies, and giveaways unless they are the subject of the study.