Free TikTok Comment Analyzer — Transcript & AI Themes

Analyze any TikTok video for free. Get the full transcript, every comment ranked by likes, and AI-powered audience themes — no login required.

How it works

1. Paste any Tiktok URL
2. AI extracts content, comments, and engagement data
3. Comments clustered by theme, weighted by engagement

Frequently Asked Questions

What does the TikTok Video Analyzer do?

It extracts the video transcript, all comments sorted by engagement (likes), and uses AI to cluster audience reactions into themes — so you can see what people actually think, not just the raw comment stream.

Is it free?

Yes, completely free. You can analyze up to 3 videos per hour without signing up. Create a free account for unlimited analyses.

How does engagement weighting work?

Comments with more likes represent more people who agree. A comment with 500 likes carries more weight than one with 2 likes. We sort and cluster by this signal.

Can I see the video transcript?

Yes — we extract the full audio transcript from TikTok videos. You can read exactly what the creator said, then see how the audience reacted.

What platforms are supported?

TikTok, YouTube, Instagram, Reddit, X/Twitter, and Hacker News. Each has its own analyzer page optimized for that platform.

Free tool by CrowdListen — AI-powered audience intelligence.