tt-audience-insightslisted
Install: claude install-skill sergebulaev/tiktok-skills
# TikTok Audience Insights
Turn real TikTok data into a read on what is working: which videos in your niche are exploding and why, what a competitor is posting, and what your commenters keep saying. The read layer sees actual play counts and comments instead of guessing.
One honest limit: TikTok keeps the list of who **liked** a video private (only counts). The engagement signal here is **commenters + video performance**, which is where the niche's questions and objections live.
## When to use
- "What is trending in [niche] on TikTok / analyze this hashtag"
- "What is [competitor] posting / analyze their profile"
- "Read the comments on this video"
- "Which sounds and hooks are working right now"
Not for writing a script (use `tt-hook-scripter`) or a caption (use `tt-caption-writer`).
## Setup (optional)
The read layer uses **Apify** (no login). Free token at `https://console.apify.com/account/integrations`, set `APIFY_TOKEN`. Video scanning is about $1.70 per 1,000, comments about $0.50 per 1,000. No token? Paste the videos or comments and the skill runs the same analysis.
## Input
- A hashtag (niche scan), a profile (self or competitor), or a video URL (comments)
- Optional: the goal (trend scan / competitor read / community management)
## Output
1. **Niche pulse** - top videos for the hashtag ranked by plays, the hooks and sounds behind the winners
2. **Competitor read** - a profile's recent videos ranked, the pattern in their hits
3. **Comment read** - what com