Unique Creator Tools

YouTube Comment Sentiment Analyzer

Paste your YouTube comments, one per line, and see how many are positive, negative, questions or neutral. The result is an estimate based on the simple word lists shown below — no live YouTube data is used.

How it works (word-list method): Positive words: great, love, amazing, awesome, thanks, helpful, best, nice, excellent. Negative words: bad, worst, boring, hate, terrible, awful, disappointing, waste. Question: contains "?" or starts with what, why, how, when, can or could. A comment with more positive than negative words is Positive, more negative than positive is Negative, and the rest are Neutral. Disclaimer: This is a simple estimate from the comments you paste, not real AI analysis and not live YouTube data.

How to use

  1. Paste your YouTube comments into the box, one comment per line.
  2. Click Analyze Comments to see the counts, percentages and a label for each comment.
  3. Use the Copy Summary button to copy the result for your notes.

About this tool

With the YouTube Comment Sentiment Analyzer, you can paste YouTube comments and see how many are positive, negative, questions or neutral, with a simple word-list method. Fill in your paste comments (one comment per line), click “Analyze Comments”, and the answer shows up on the same page right away. There is no sign-up and nothing to install — it is free, and it just works.

Some creator problems are specific — a thumbnail that might not get clicks, a comment section that is hard to read, a Short that needs a plan. The YouTube Comment Sentiment Analyzer is one of our more specialised tools, built for a job that general tools do not cover. Use it when that exact problem comes up, and it will give you a focused answer instead of a generic one.

Using it takes less than a minute. First, paste your YouTube comments into the box, one comment per line. Next, click Analyze Comments to see the counts, percentages and a label for each comment. Then, use the Copy Summary button to copy the result for your notes.

The result tells you plainly what the tool found, so you can act on it straight away. If it flags a problem, fix that problem first — small issues found early are much cheaper than the same issues found after publishing. One thing worth knowing: each comment is matched against simple word lists shown on this page.

Frequently asked questions

How does the sentiment check work?

Each comment is matched against simple word lists shown on this page. Positive words include great, love, amazing, awesome, thanks, helpful, best, nice and excellent. Negative words include bad, worst, boring, hate, terrible, awful, disappointing and waste. A comment with a question mark, or starting with what, why, how, when, can or could, is counted as a question.

Is this real AI sentiment analysis?

No. This is a simple word-list check that runs in your browser on the comments you paste. It is an estimate to help you spot the mood of your comments quickly, not a professional sentiment analysis.

Are my comments uploaded anywhere?

No. Everything runs in your browser. Your pasted comments are never sent to a server or stored.

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