Free Instagram Comment Analyzer — Reel & Post AI Themes

Analyze comments on any Instagram post or Reel for free. Every comment ranked by likes, clustered into themes by AI. No login or signup required.

How it works

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

Frequently Asked Questions

What does the Instagram Reel Analyzer do?

It extracts all comments from an Instagram Reel or post, sorts them by likes, and uses AI to cluster audience reactions into themes — showing the real sentiment 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.

What Instagram content types are supported?

Reels, regular posts, and carousel posts. Paste any instagram.com/p/ or instagram.com/reel/ URL.

How does it handle emoji-only comments?

Our AI filters out spam, emoji-only, and self-promotional comments. The themes focus on substantive audience reactions.

Can I track an Instagram account over time?

Yes — create a free CrowdListen workspace to monitor any Instagram account, track sentiment trends, and get automated audience reports.

Free tool by CrowdListen — AI-powered audience intelligence.