YouTube Comments Analysis

How to extract and analyze YouTube comments

YouTube Comments Downloader lets you extract and analyze comments from any YouTube video for research, content creation, and audience insights. Enter a search topic or paste a video URL, choose how many videos to scan (5, 10, or 20), then click Search Videos. Results are sorted by comment count so you can pick the richest discussions first.

Click Analyze Comments on any video to download up to 50 comments with author names, timestamps, like counts, and sentiment labels (positive, negative, or neutral). Use Copy All Comments to export the set for planning, research, or competitive review.

Sentiment and engagement metadata help you spot questions, praise, and pain points that would be hard to catch by scrolling manually. Exported data works in spreadsheets and research tools for deeper analysis across one video or a batch of related clips.

The tool respects platform rate limits and stays useful for solo creators and teams alike — whether you are improving content, studying competitors, or gathering market feedback from real conversations.