Cheapest YouTube Comments Scraper - Extract Comments at Scale 🚀

⚡ Extract YouTube comments at scale - Process 1000+ videos/hour with complete comment data including author information, engagement metrics, verification status, and reply counts.

Perfect for: Content researchers, social media analysts, competitor monitoring, sentiment analysis, audience engagement tracking, and automated content workflow automation.

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🚀 Quick Start

1. Copy YouTube URL - Paste any YouTube video link (youtube.com, youtu.be, shorts, or embed URLs)
2. Run Actor - Single URL or bulk processing (100+ videos)
3. Get Results - Complete comment data with 10+ fields in JSON/CSV format

Start extracting YouTube comments in minutes!

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💡 Success Tips

• Bulk Processing: Process unlimited YouTube videos with PAID tier for large-scale comment analysis
• URL Formats: All YouTube URL formats supported (youtube.com, youtu.be short links, shorts, embed)
• Data Quality: Smart validation ensures accurate comment extraction and metadata
• Export Options: JSON for APIs, CSV for spreadsheets, direct webhook delivery

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🚀 Features

• ✅ Complete Comment Data: Author info, text, timestamps, likes, replies, verification status
• 🎯 Tier-Based Processing:
  • PAID: Unlimited comments, instant processing, bulk operations
  • FREE: Test with 5 comments, full feature access, same quality
• ⚡ Bulk Processing: Handle 100+ YouTube videos in a single run
• 📊 10+ Data Fields: Comprehensive extraction including author, text, likes, replies, verified status, channel owner flag
• 🔍 All URL Formats: Supports youtube.com, youtu.be, shorts, embed URLs, and direct video IDs
• 🛡️ Smart Validation: Input URL validation and error handling
• 📈 Progress Tracking: Real-time status updates for large batch jobs
• 🔄 Webhook Integration: Direct delivery to your automation workflows
• ⏱️ 7-Day Timeout: Perfect for processing large video collections
• 💾 128 MB Memory: Optimized for efficient processing

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📋 Input

Single YouTube Video

{
  "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ"
}

Bulk YouTube Videos

{
  "bulkUrls": [
    "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
    "https://youtu.be/abc123XYZ",
    "https://www.youtube.com/shorts/def456"
  ]
}

Optional Parameters:

{
  "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
  "maxComments": 100,
  "sortBy": "top"
}

Or upload a text file with YouTube URLs (one per line or comma-separated).

Supported URL Formats:

• Full links: https://www.youtube.com/watch?v=VIDEO_ID
• Short links: https://youtu.be/VIDEO_ID
• Shorts: https://www.youtube.com/shorts/VIDEO_ID
• Embed: https://www.youtube.com/embed/VIDEO_ID
• Direct video ID: VIDEO_ID (11 characters)

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📊 Output

Results are saved to the Apify dataset with comprehensive comment data:

{
  "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ",
  "total_comments_on_video": 15234,
  "total_returned": 100,
  "commentId": "Ugkx1234567890abcdef",
  "author": "YouTube User",
  "authorChannelId": "UC1234567890",
  "text": "This is an amazing video! Thanks for sharing.",
  "publishedAt": "2024-01-15T10:30:00Z",
  "likesCount": 42000,
  "replyCount": 3,
  "isVerified": true,
  "isChannelOwner": false
}

10+ Data Fields Including:

• 📝 Comment text and unique ID
• 👤 Author information (name, channel ID)
• ✅ Verification status (verified user, channel owner)
• 📊 Engagement metrics (likes parsed from K/M/B, reply count)
• 📅 Publication timestamp
• 🔗 Source video URL and total comment count

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💰 Pricing & Performance

FREE Tier (Testing & Learning)

• Processing: 5 comments per run
• Features: Full feature access, same data quality as PAID
• Cost: No credit card required

PAID Tier (Production Ready)

• Processing: Unlimited comments per run
• Speed: Priority processing, higher throughput
• Features: Bulk operations, large-scale extraction
• Cost: Pay-per-event pricing

Performance

• Accuracy: Complete comment data with parsed metrics
• Speed: Sequential processing with tier-based limits
• Reliability: Input validation and error handling
• Scalability: Automatic scaling for large batches

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💡 Use Cases

1. Sentiment Analysis

Extract comments from 100+ YouTube videos to analyze audience sentiment, trending topics, and content patterns. Build searchable comment databases for brand perception research. Identify positive/negative/neutral sentiment ratios across your content library.

2. Competitor Monitoring

Track competitor video engagement at scale. Monitor comment sentiment, common questions, pain points, and viewer reactions. Understand what audiences like or dislike about competitor content. Analyze 50+ competitors automatically without watching every video.

3. Content Ideas Discovery

Find content opportunities from YouTube comments. Identify questions viewers ask repeatedly, topics requesting more information, and suggestions for future videos. Discover trending subjects and knowledge gaps in your niche. Extract hundreds of content ideas in minutes.

4. Influencer Outreach

Identify potential collaborators from comment sections. Find most engaged commenters in your niche, thought leaders with valuable insights, and verified users with large audiences. Build outreach lists from genuine engagement data.

5. Audience Engagement Tracking

Monitor comment trends across your video catalog. Track how audience engagement changes over time, identify your most engaged community members, and measure the impact of content changes on discussion quality.

6. Community Management

Quickly identify and respond to important comments. Flag comments from verified users or channel owners for priority response. Monitor reply threads to understand audience discussions and address common concerns.

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❓ Frequently Asked Questions

What does this actor do?

This actor extracts comments from YouTube videos along with 10+ data fields including author information, engagement metrics, verification status, and timestamps. It converts YouTube comment sections into structured, analysis-ready data.

What's the difference between FREE and PAID tiers?

• FREE Tier: Process 5 comments per run. Perfect for testing and learning.
• PAID Tier: Unlimited comment processing with priority processing. Best for production use and bulk operations.

What URL formats are supported?

All YouTube URL formats work:

• Full links: https://www.youtube.com/watch?v=VIDEO_ID
• Short links: https://youtu.be/VIDEO_ID
• Shorts: https://www.youtube.com/shorts/VIDEO_ID
• Embed: https://www.youtube.com/embed/VIDEO_ID
• Direct video ID: VIDEO_ID (11 characters)

How accurate are the like counts?

The actor parses YouTube's K/M/B notation (e.g., "188K" becomes 188000, "1.5M" becomes 1500000) and returns accurate integer values for analysis and sorting.

Can I process multiple videos at once?

Yes! The actor supports bulk processing of 100+ videos in a single run. Simply upload a text file with URLs (one per line) or use the bulkUrls input field. PAID tier is recommended for large-scale processing.

How long does processing take?

Processing time varies by the number of comments on each video. Typical videos with hundreds of comments process in seconds. Videos with thousands of comments may take longer.

What output formats are available?

Results are provided in JSON format with 10+ data fields. You can export to:

• JSON (for APIs and databases)
• CSV (for spreadsheets and analysis)
• Direct webhook delivery to your automation workflows

Do I need technical skills to use this?

No! Simply:

1. Copy a YouTube URL
2. Paste it into the actor
3. Run the actor
4. Get your comment data

Advanced users can integrate with webhooks and APIs for automation.

Can I use this for commercial purposes?

Yes! The actor is perfect for:

• Sentiment analysis and research
• Competitor monitoring
• Content ideas discovery
• Audience engagement tracking
• Community management

Just ensure you comply with YouTube's Terms of Service and applicable data protection laws.

What happens if a video has no comments?

The actor will return an empty dataset for that video with no errors and continue processing any remaining URLs.

How is my data stored?

Your extracted data is stored in Apify Datasets according to Apify's retention policy. You can export your data at any time in JSON or CSV format for permanent storage.

Is there a limit on how many comments I can extract?

• FREE tier: 5 comments per run
• PAID tier: Unlimited comments per run

There's no limit on the number of runs you can perform.

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⚖️ Is it legal to scrape YouTube comments?

This actor extracts publicly available YouTube comment data. It does not access private profiles or extract private user information such as email addresses, phone numbers, or private messages.

However, you should be aware that your results could contain personal data (e.g., usernames, channel IDs). Personal data is protected by the GDPR in the European Union and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, consult your lawyers.

You can also read Apify's blog post on the legality of web scraping.

Important: This actor is intended for ethical use cases such as public content research, competitive analysis, and sentiment analysis. Respect YouTube's Terms of Service and applicable data protection laws.

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📚 Documentation

• Apify Actors Documentation
• Apify Dataset Documentation
• Webhook Integration Guide

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🤝 Support

• Join our active support community
• For issues or questions, please open an issue in the actor's repository
• Check SIÁN Agency Store for more automation tools

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🗝️ Keywords

YouTube comments scraper, YouTube comment extractor, YouTube comment API, YouTube comment downloader, YouTube sentiment analysis, YouTube comment export, YouTube data scraping, YouTube comment analysis, social media analytics, YouTube research, competitor YouTube analysis, audience engagement tracking, YouTube automation, bulk YouTube comments, YouTube comment parsing, social media scraping, content analysis