Instagram Comments Analyzer
AI sentiment analysis for any Instagram post or reel. Paste a URL — get themes, takeaways, and audience insights in seconds.
What You'll Get From Each Analysis
Five distinct insights — the same kind of breakdown a social-listening agency would charge for.
Sentiment Breakdown
Exact % of positive, neutral, and negative comments — visualized as a clean distribution bar.
Common Themes
3-5 short phrases summarizing what people are actually talking about under your reel.
Audience Sentiment Summary
A 1-3 sentence narrative summary you can paste straight into a slide or social-listening report.
Key Takeaways
2-4 bullet points calling out what to act on — content tweaks, brand opportunities, or risks.
Top Comments Tagged
The 5 most-engaged comments with their inferred sentiment label, ready to screenshot.
Engagement Insights
Plain-English explanation of what's actually driving the conversation under your reel.
When to Reach for This Tool
Three real workflows where this saves hours of manual scrolling.
📊 Pre-campaign creator vetting
Drop in a creator's last 5 sponsored reels. The sentiment breakdown across them shows whether their audience genuinely engages with promoted products or treats sponsored posts with skepticism. Easier than reading 200 comments by hand.
🚨 Campaign-launch crisis check
You just shipped a new product reel and engagement is high. Run the analyzer to confirm the conversation is actually positive — common themes will surface any concerns you'd want to address proactively.
🔍 Competitor strategy decoding
A competitor's reel goes viral. Run the analyzer to identify the hook themes their audience is responding to — then you have a head start on adapting that hook to your own brand.
Frequently Asked Questions
Need This Across Many Posts?
The Instagram Comments API gives you cursor-paginated access to every comment — wire it into your own analytics or moderation pipeline.