Instagram Comment Sentiment Analysis & AI Listening
Look past vanity like counts. Pull every public comment on a post or Reel, then sort the conversation into praise, buying questions, complaints and noise so you can see how your audience actually feels.
Live Audience Sentiment Simulator
A sample product-launch Reel. Filter by sentiment and switch to like-weighted mode to see which voices carry the most reach.
Positive@sophie.creative♡ 812Obsessed with this drop 😍🔥 best collab of the year!
Inquiry@david_ecom_founder♡ 240How much is the bundle and do you ship to Canada?
Negative@tommy_travels♡ 391Ordered 3 weeks ago and it never arrived. Still waiting on my refund 😡
Positive@maria_visuals♡ 506The colour grading here is insane 👏❤️
Neutral@alex_marketing_pro♡ 38Watched this on my lunch break
Inquiry@jessica_runnergirl♡ 187Is size M still available? Restock date?
- Positive@sophie.creative♡ 274
Love love love ❤️❤️ instantly added to cart
- Negative@david_ecom_founder♡ 159
Quality dropped since last season, stitching broke after one wash 👎
- Positive@maria_visuals♡ 422
This is the content I follow you for 🔥🔥
- Inquiry@tommy_travels♡ 96
Where is the discount code from the story?
- Neutral@alex_marketing_pro♡ 12
Saw this posted earlier today
- Positive@jessica_runnergirl♡ 331
Perfect fit, wore it for my half marathon 🙌
Sentiment Ratio
- Positive42%
- Inquiry25%
- Negative17%
- Neutral17%
Unweighted: 1 comment = 1 vote.
Emoji Sentiment Cloud
Test the Intent Classifier on Any Comment
Type or paste a comment below. This browser demo uses a simple keyword and emoji lexicon to show how comments get bucketed. For full datasets, export from Analytics Social and run the AI prompt further down.
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What You Can Do Today vs. What’s Next
- LIVEKeyword & regex search to pull out complaints (
refund|broke|late) or buying questions (price|ship|size) in seconds. - LIVEFull CSV / Excel / JSON export with likes and replies, ready for an AI sentiment pass in ChatGPT or Claude.
- SOONBuilt-in Sentiment & Mood Audits with emotion breakdowns (Hype, Love, FAQ) right in the dashboard.
Copy-Paste AI Sentiment Prompt
Export your comments, attach the CSV to ChatGPT or Claude, then paste this prompt.
You are a social listening analyst. The attached CSV contains public Instagram comments exported with Analytics Social (columns: username, comment, likes, replies, timestamp). 1. Classify every comment as Positive, Inquiry (pre-sale question), Negative, or Neutral. 2. Return a summary table with the % share of each class, weighted and unweighted by likes. 3. List the top 5 recurring complaint themes and top 5 product questions with example quotes. 4. Rank the 10 most frequent emojis and the sentiment each one usually signals. 5. Finish with a 3-bullet executive brand-health summary.
Who Uses Instagram Comment Sentiment Analysis?
Turning unstructured comment threads into decisions.
Brand Managers
Track how a campaign lands in the first 48 hours, before the press picks it up.
PR & Crisis Teams
Catch a spike in negative comments early and see the exact quotes behind it.
E-commerce Ops
Pull out every pre-sale question about price, sizing and shipping so none go unanswered.
Agencies & Analysts
Give clients sentiment ratios and emoji trends to report alongside reach numbers.
See What Your Audience Really Thinks
Pull every public comment, filter by intent keywords and export a clean dataset for sentiment analysis. No Instagram login, no browser extensions.
Everything You Need to Know
Clear answers about using the Instagram Comment Sentiment Analysis & AI Listening effectively and safely.
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Free browser utilities to streamline your Instagram creation and workflow.
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Instagram Caption & Hashtag Extractor
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Instagram Audio & Reel to MP3 Extractor
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Instagram Video Frame Grabber (Lossless PNG)
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