Pricing

$0.25 / 1,000 comment scrapeds

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YouTube Comments Scraper

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Extract comments and replies from YouTube videos. Fast, lightweight, no browser needed.

Pricing

$0.25 / 1,000 comment scrapeds

Rating

0.0

(0)

Developer

AgentFlow

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

What does YouTube Comments Scraper do?

Extract public comments from any YouTube video via pure HTTP — no browser, no Playwright, no Puppeteer.

Extract top-level comments with author, likes, publish time, and reply count
Optionally fetch replies for each comment
Support batch processing — scrape multiple videos in one run
Get basic video metadata alongside comments
No browser needed — runs in 128MB memory, extremely fast

How to use YouTube comments data

Sentiment analysis: Understand how audiences react to a video
Market research: Find pain points and requests from real users
Lead generation: Find potential customers discussing relevant topics
Content strategy: Discover what viewers care about most
Brand monitoring: Track mentions of your brand in comments
Competitive analysis: See how audiences respond to competitor content

What data can you extract?

Field	Description
💬 Comment text	Full text of the comment
👤 Author	Display name of the commenter
👍 Like count	Number of likes on the comment
💬 Reply count	Number of replies to the comment
🕐 Published time	Relative time (e.g. "2 days ago")
📌 Is pinned	Whether the comment is pinned by the creator
🏆 Is channel owner	Whether commenter is the video creator
↩️ Replies	Full reply threads (if enabled)

How to scrape YouTube comments

Create a free Apify account
Open YouTube Comments Scraper
Paste one or more YouTube video URLs
Set max comments and whether to include replies
Click Start and download results in JSON, CSV, or Excel

⬇️ Input example

{
    "urls": [
        "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
    ],
    "maxComments": 100,
    "includeReplies": false
}

⬆️ Output example

{
    "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "videoId": "dQw4w9WgXcQ",
    "title": "Rick Astley - Never Gonna Give You Up",
    "channelName": "Rick Astley",
    "commentCount": 100,
    "comments": [
        {
            "commentId": "UgxXXXXXXXXXXXXXXXX",
            "text": "This song will never get old.",
            "author": "John Doe",
            "authorChannelId": "UCxxxxxxxxxxxxxxxx",
            "likeCount": 1523,
            "replyCount": 12,
            "publishedTime": "2 years ago",
            "isPinned": false,
            "isLikedByAuthor": false,
            "authorIsChannelOwner": false,
            "replies": []
        }
    ]
}

❓ FAQ

How many comments can I scrape?

Set maxComments to 0 to scrape all comments. Popular videos may have millions of comments — use a reasonable limit to control cost and run time.

Does it support replies?

Yes. Enable includeReplies to fetch all reply threads. Note this significantly increases run time for videos with many replies.

How much does it cost?

Charged per comment scraped at $0.25 per 1,000 comments — among the lowest in the market. No browser means minimal compute cost.

What if comments are disabled?

The result will include video metadata but comments will be empty and an error field will indicate "Comments disabled or unavailable".

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