Free X/Twitter Comment Analyzer — Reply Insights & AI Themes

Analyze any tweet's replies for free. Get every reply ranked by likes, clustered into audience themes by AI. No API key or login needed.

How it works

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

Frequently Asked Questions

What does the X/Twitter Post Analyzer do?

It extracts the original tweet, all replies sorted by likes, and uses AI to cluster audience reactions into themes — showing the real conversation behind the engagement numbers.

Is it free?

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

Does it work with X (formerly Twitter)?

Yes — we support both x.com and twitter.com URLs. Paste any tweet/post URL and we analyze the full reply thread.

How are replies weighted?

Replies with more likes represent broader agreement. A reply with 1,000 likes tells you what the audience actually thinks, not just what one person said. We rank and cluster by this signal.

Can I analyze quote tweets?

Currently we analyze the direct reply thread. Quote tweet analysis is coming soon — create a free account to get notified when it launches.

Free tool by CrowdListen — AI-powered audience intelligence.