YouTube Video Comments

YouTube Video Comments

YouTube video comments are a goldmine of audience feedback - viewers share their honest reactions, ask questions, debate opinions, and leave feature requests right below the content. But YouTube's comment section has no bulk export, the Data API has strict quotas, and scrolling through thousands of comments manually is not feasible.

What it extracts

• Comment Text — The full text of the YouTube comment.
• Author — The display name of the commenter.
• Likes — The number of likes the comment has received.
• Reply Count — How many replies are nested under the comment.
• Timestamp — When the comment was posted.
• Author Channel URL — Link to the commenter's YouTube channel.

What you can do with it

• Bulk access to every comment on a video - text, likes, replies, and timestamps - exported as structured rows instead of endless scrolling.
• Audience sentiment analysis at scale: understand how viewers react to specific content, products mentioned, or topics discussed in videos.
• Creator feedback aggregation that turns scattered YouTube comments into organized data for identifying recurring themes, questions, and suggestions.
• Competitive video intelligence by analyzing the comment sections of competitor content to see what their audience cares about and complains about.

How it works

Enter the requested input when prompted. The flow opens the target page, extracts the fields listed above, and saves them as a CSV in your home folder.

Frequently asked questions

What is a YouTube comments scraper?

A YouTube comments scraper extracts all comments from a video page - the text, author names, like counts, reply counts, and timestamps - and organizes them into a structured format for analysis.

Do I need a YouTube API key?

No. This robot works without any YouTube Data API credentials. It loads the video page directly and scrolls through the comments section, bypassing API quota limits entirely.

Can I extract comments from any YouTube video?

Yes, as long as the video has comments enabled and is publicly accessible. Private videos and videos with disabled comments cannot be scraped.

How many comments can the robot extract?

The robot scrolls through and captures all comments displayed on the video page. Videos with thousands of comments may take longer but are handled automatically.

Is this YouTube comments scraper free?

Browse AI's free tier includes credits to run this robot at no cost. Sign up without a credit card and start extracting YouTube comments immediately.

Can I filter comments by likes or date?

After extraction, your data is in a spreadsheet. Sort by like count to find the most popular comments or by timestamp to see the newest reactions.