Pricing

$1.00 / 1,000 comment scrapeds

YouTube Comments Scraper – Comments & Replies, No API Key

Extract all comments and replies from YouTube videos, Shorts or live VODs: text, author, channel, likes, reply count, heart by creator, pinned, timestamps. Top or newest first, thousands of comments per video, plus video title & channel. No YouTube API key or quota. $1 per 1,000 comments.

Pricing

$1.00 / 1,000 comment scrapeds

Rating

0.0

(0)

Developer

PulseData

Actor stats

Bookmarked

Total users

Monthly active users

10 minutes ago

Last modified

Output

{
  "commentId": "Ugwedfi--9yZVC0eefl4AaABAg",
  "videoId": "aircAruvnKk",
  "videoTitle": "But what is a neural network? | Deep learning chapter 1",
  "channelName": "3Blue1Brown",
  "text": "I study mathematics, physics and architecture. …",
  "author": "@kummer45",
  "authorChannelId": "UCqArZkt3NAOU0tcgIi6xmFQ",
  "authorUrl": "https://www.youtube.com/@kummer45",
  "authorThumbnail": "https://yt3.ggpht.com/…",
  "authorIsVerified": false,
  "authorIsChannelOwner": false,
  "publishedTimeText": "7 years ago (edited)",
  "publishedAt": "2019-08-21T14:03:23.423Z",
  "isEdited": true,
  "likeCount": 13000,
  "replyCount": 166,
  "isHearted": false,
  "isPinned": false,
  "isReply": false,
  "parentCommentId": null,
  "url": "https://www.youtube.com/watch?v=aircAruvnKk&lc=Ugwedfi--9yZVC0eefl4AaABAg"
}

publishedAt is derived from YouTube's relative time ("2 years ago") and is therefore approximate; publishedTimeText is the original.

Input

Field	Description
`videoUrls`	Video URLs (watch, youtu.be, Shorts, live, embed) or 11-character IDs.
`maxCommentsPerVideo`	Top-level comments per video (0 = all).
`sortBy`	`top` (YouTube ranking) or `newest`.
`includeReplies`	Fetch reply threads too.
`maxRepliesPerComment`	Cap per thread (0 = all).
`includeVideoInfo`	Add video title and channel to every comment.
`concurrency`	Videos in parallel.
`proxyConfiguration`	Optional; the actor automatically falls back to Apify residential proxy if YouTube rate-limits.

Use cases

Sentiment & audience research – what viewers think about a product, creator, launch or ad.
Community management – export comments for moderation, FAQs, or to find questions to answer.
Lead & influencer discovery – active commenters and creator interactions.
AI datasets – feed comments into LLM summarization, topic clustering or classification.
Competitor monitoring – schedule daily runs with sortBy: newest.

Pricing

$0.001 per comment returned (top-level and replies). Videos with comments disabled are free.

Integrations

Run via API/SDK or on a schedule; export JSON, CSV, Excel; push to Google Sheets, Make, Zapier, n8n; usable as an MCP tool for AI agents.

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