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Instagram comment analyzer

Paste a public Instagram post link. Endless reads the comments and tells you how people feel, what they talk about, what they ask and what holds them back.

Instagram
Read the comments on this public Instagram post and analyze them. Give me the overall sentiment, the main themes, the most common questions, any objections or complaints, and quote a few example comments for each: instagram.com/p/DeR0gzPEV13
Instagram post · @glossier, 18.1K likes
Comments · 50 of 301

Most comments are about the product's name, Toasty Nuts, and the most liked ones are jokes about it.

Comments read
50
About the name
58%
Want to buy
26%
Questions
6%
  • The top comment, a joke about the name, has 2,099 likes.
  • Two people ask Glossier to bring back Hot Cocoa and Cookie Butter.
  • Questions ask about UK availability and whether it tastes of cinnamon.

What is an Instagram comment analyzer?

An Instagram comment analyzer reads the comments on a post and sums up what they say. Instead of scrolling hundreds of replies, you get the overall sentiment, the topics that come up most, the questions people ask and the objections they raise, with example comments to back each point. You read the summary first and open the comments only where you need detail.

Comments are one of the few places where an audience tells you what it thinks in its own words. On a product launch, they show what excites people and what confuses them. On a competitor's post, they show what that audience wants and is not getting. Reading them by hand is slow, and it is easy to remember the loudest comment instead of the most common one.

Endless reads the comments on a public post or reel, groups them and writes the analysis in a chat. You can then ask for replies, FAQ answers or content ideas based on what people said. Because the analysis quotes real comments, you can check every point it makes. It reads public comments only and never needs your Instagram password.

How it works

  1. 01

    Paste the post link

    Copy the link of a public Instagram post or reel and paste it into the box above.

  2. 02

    Sign in and the prompt is ready

    Sign up or sign in to Endless. Your workspace chat opens with the comment analysis already requested, and the agent reads the comments.

  3. 03

    Get the analysis and act on it

    You get sentiment, themes, questions and objections with examples. Ask follow-ups, like drafting replies or turning the questions into an FAQ.

What people use it for

  1. 01

    Measure reaction to a launch

    After you announce a product or feature, analyze the comments on the post. See whether the reaction is mostly positive, which features people mention and what they are unsure about. Share the summary with your team in the workspace so product and marketing read the same feedback.

  2. 02

    Find questions to answer

    Ask the agent to list the questions people ask most in the comments. Each one is a topic for a reel, a carousel or an FAQ entry. Answering questions your audience already asked is one of the most direct ways to plan content.

  3. 03

    Surface objections before they spread

    Comments often contain the reasons people do not buy: price, trust, shipping or fit. The analysis groups these objections with example comments, so you can address them in your next posts, your product page or your ads. Fixing them early costs less than answering the same doubt in every thread.

  4. 04

    Learn from competitor posts

    Analyze the comments on a competitor's popular post. You see what their audience praises, complains about and asks for. Those gaps are ideas for your own content and product, based on what real customers wrote in public. Ask the agent to compare two competitors.

  5. 05

    Check sentiment around a creator

    Before a partnership, read how a creator's audience responds to their sponsored posts. Comments show whether followers trust their recommendations or push back on ads, which tells you more than the like count does. Ask the agent to compare comments on sponsored and regular posts.

  6. 06

    Draft replies faster

    Ask the agent to draft short replies to the most common questions and complaints, in your brand voice. Save that voice to a project once, and every reply the agent writes in your workspace follows it. You review and post the replies yourself.

Frequently asked questions

  • How do I analyze Instagram comments?

    Paste the link of a public post or reel into the box on this page and sign in to Endless. The agent reads the comments and returns the sentiment, the main themes, the common questions and the objections, with example comments for each. You can then ask follow-up questions in the same chat.

  • Is the Instagram comment analyzer free?

    You can start free. Create a free Endless account and the Free plan gives your workspace 100 credits when you create it and 50 credits every week. Reading a post's comments spends credits from that balance. Paid plans add more credits if you analyze many posts.

  • How much does it cost to analyze comments?

    Each lookup spends credits from your workspace balance. Reading the comments on a post is one lookup, and posts with many comments are bigger reads that cost more. Your balance is visible in the workspace, and paid plans add credits for heavier use.

  • Does it work with private accounts?

    No. Endless only reads comments on public posts from public accounts, and it never asks for an Instagram password. If a post is private, deleted or has comments turned off, the agent cannot read its comments and will tell you so.

  • What is the best Instagram comment analyzer?

    Look for a tool that works from a simple post link, reads the actual comments, groups them into themes and shows example comments so you can trust the summary. It also helps if you can act on the result right away. Endless does the analysis in a chat and can then draft replies, FAQs or content ideas.

  • Can it tell positive comments from negative ones?

    Yes. The agent classifies the comments by sentiment and tells you the overall balance, with examples of positive, negative and neutral comments. Sarcasm and slang can be ambiguous, so the example comments are included to let you check how they were read.

  • Can it pick a giveaway winner from the comments?

    Endless is built to analyze comments, not to run giveaways, and it does not check whether commenters follow an account. You can ask the agent to list the comments it read and pick one at random with code, but use a dedicated giveaway tool if your rules require follow or entry checks.

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