yt-audience-insights

# YouTube Audience Insights Turn a video's comment section into a read on your audience: who is showing up, what they keep asking, who your repeat fans are, which comments deserve a reply or a pin, and what is working in your niche right now. One honest limit up front: YouTube keeps the list of who **liked** a video private (only the aggregate count is public). So the engagement signal here is **commenters**, not likers. On YouTube the comment section is the richer signal anyway: it carries the questions, the objections, and the content ideas. ## When to use - "Who commented on my video / analyze my comments" - "What are people asking me / what should my next video be" - "Who are my repeat viewers" - "What is trending in [niche] on YouTube right now" Not for drafting a community post (use `yt-community-post-writer`) or writing a title (use `yt-title-optimizer`). ## Setup (free, optional) The read layer uses the official **YouTube Data API v3**, which is free: enable it at `https://console.cloud.google.com/apis/library/youtube.googleapis.com`, create an API key, and set `YOUTUBE_API_KEY`. Free quota is 10,000 units/day (a comments or stats call is 1 unit) which covers ~100,000 comments a day. No key yet? Paste the comments (or a CSV export) and the skill runs the same analysis on what you give it. ## Input - A video URL (or your channel, for a recent-videos sweep) - Optional: the goal (content ideas / community management / competitor scan) ## Output 1. **Audience ...