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Home/Comment Analysis

Analyze Your
YouTube Comments with AI

AI analyzes the comments on your YouTube video. Sentiment, most asked questions, content ideas, all in one report.

Sentiment · pain points · content ideas

Start free, no credit card required.

500+
Comments/Analysis
🟢🟡🔴
Sentiment
Top 10
Theme Extraction
AI
Idea Suggestions
How It Works

Analyze YouTube Comments with AI in 3 Steps

01

Paste Video URL

Enter the YouTube video link.

02

AI Analyzes

Up to 500 comments are fetched, AI performs sentiment + theme analysis.

03

Review the Report

Sentiment chart, top comments, pain points, and content ideas, all on one screen.

Capabilities

Everything for YouTube Audience Insights

Sentiment Breakdown

Positive / neutral / negative comment ratios + chart

Frequently Asked Questions

AI extracts recurring questions from comments

Pain Points

Viewer complaints and frustration areas

Content Ideas

New video topics suggested by AI from comments

Top Comments

Most liked comments + their authors

Theme Tags

Recurring words and concepts

FAQ

YouTube Comment Analysis FAQ

Up to 500 of the most relevant (relevance-sorted) comments per video are analyzed. The most popular and most engaging portion of comments is examined.

Thanks to AI, it understands and summarizes comments in Turkish, English, German, Spanish, French, and many more languages.

Each comment is classified by AI as positive, neutral, or negative. Overall ratios are displayed as a bar chart.

Complaints, gaps, or expectations expressed by viewers in comments, e.g. "audio is too low", "this topic was missing", "explain this in more detail". These are gold mines for your next video.

Yes, you can view your analyses as past reports and revisit them anytime. No need to re-run the analysis.

We fetch comments via the commentThreads.list endpoint, 1 unit/page. 500 comments costs ~5 units, well within the daily 10K limit.

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Your next golden video idea is hiding in the comments

AI reads the comments for you and delivers a report.

Try Comment Analysis
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