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from $0.30 / 1,000 comments

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YouTube Comments Scraper - $0.30/1000 Comments

Try for free

Scrape YouTube video comments as JSON: author, channel id, thumbnail, text, like count, published time, reply count and the pinned / hearted / verified / uploader flags. Sort by top or newest, with automatic pagination. No YouTube API. Powered by ScrapeUnblocker.

Pricing

from $0.30 / 1,000 comments

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Scrapeunblocker

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3 days ago

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YouTube Comments Scraper

Scrape YouTube video comments as clean, structured JSON - author, channel id, thumbnail, text, like count, published time, reply count and the pinned / hearted / verified / uploader flags. Sort by top or newest, with automatic pagination. No YouTube API key.

What you get per comment

author, authorChannelId and authorThumbnail
text - the full comment
likeCount (parsed number) + likeCountText
publishedTimeText (e.g. "1 year ago")
replyCount
isPinned, isHearted (creator heart), isAuthorVerified, isUploader
commentId - stable id for dedup / threading

Plus the video's title and total commentCount.

Features

Automatic pagination - set max_results and the scraper pages through YouTube's comment continuation until it collects that many (~20 per page).
Sort - top (default) or newest.
Rich flags - pinned, creator-hearted, verified author and channel-owner (uploader) are all surfaced.
Numbers as numbers - like and reply counts are parsed, not just text.

Input

Field	Type	Default	Description
`video`	string	required	Watch URL, `youtu.be` / `shorts` link, or 11-char video id.
`sort`	select	Top	`top` or `newest`.
`max_results`	integer	100	How many comments to collect (~20 per page).
`proxy_country`	string	-	Exit-IP country (ISO-2). Blank = a US exit.

Example output (one dataset item)

{
  "commentId": "Ugzge340dBgB75hWBm54AaABAg",
  "author": "@YouTube",
  "authorChannelId": "UCBR8-60-B28hp2BmDPdntcQ",
  "authorThumbnail": "https://yt3.ggpht.com/...=s88",
  "text": "can confirm: he never gave us up",
  "likeCount": 313000,
  "likeCountText": "313K",
  "publishedTimeText": "1 year ago",
  "replyCount": 963,
  "isPinned": true,
  "isHearted": true,
  "isAuthorVerified": true,
  "isUploader": false
}

Use cases

Sentiment analysis - measure how an audience reacts to a video or creator.
Audience research - surface questions, feedback and recurring themes at scale.
Moderation - pull comments for spam, abuse or policy review.
Creator & brand monitoring - track engagement and top comments across videos.

Pricing

$2 per 1,000 comments - one comment = one collected comment.

Built on ScrapeUnblocker. Questions? docs.scrapeunblocker.com

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