YouTube Comments - Extract YouTube Data at Scale

🔥 $19/Month + 14-Day FREE Trial

🚀 Free Trial: No rental fees for 14 days (usage costs apply)

🔗 Connects to 5,000+ Apps via Zapier, Make & Enterprise APIs

🚀 Workflow Automation Examples:

• Auto-sync to Google Sheets: Real-time comment data updates for analysis
• Slack notifications: Instant alerts when comment extraction completes
• CRM integration: Automatic audience data imports for insights
• Webhook triggers: Custom automations for your business needs
• API access: Enterprise integrations with unlimited possibilities

🎉 NO API KEY REQUIRED! Extract thousands of YouTube comments from any video, channel, or playlist - completely free, no YouTube API needed!

💰 GOLD Tier Customers Save 37.5% on Compute Costs

💡 Enterprise Cost Optimization:

• GOLD Tier Benefits: 37.5% lower compute costs ($0.25 vs $0.40 per CU)
• Memory Optimized: ≤2GB allocation for maximum cost efficiency
• JSON API Priority: 40% faster extraction with reduced resource usage
• Docker Optimized: Enterprise performance with startup-friendly economics

🌟 Why Choose YouTube Comments Scraper Pro?

✨ The ONLY YouTube Comment Scraper That's Truly FREE

• 🔓 NO API Key Required - Start scraping immediately!
• ♾️ NO Rate Limits - Extract unlimited comments
• 💰 NO Hidden Costs - 100% free YouTube comment extraction
• 🚫 NO Quotas - Scrape as many videos as you need

🏆 #1 on Apify for YouTube Comments

• Most downloads - Trusted by thousands
• Best reviews - 5-star average rating
• Fastest extraction - Optimized performance
• Most reliable - 99.9% uptime

🎯 Perfect for:

• Market Researchers: Extract YouTube comments for sentiment analysis - no API hassles!
• Content Creators: Download all your YouTube comments without YouTube Data API limits
• Brand Managers: Monitor YouTube brand mentions without API quotas
• Social Media Analysts: Bulk export YouTube comments - bypass API restrictions
• Academic Researchers: Collect YouTube comments dataset without authentication
• Digital Marketers: Track campaign performance - no API key needed!

Key Features - What Makes Us #1

🆓 100% API-Free Comment Extraction

• Extract ALL comments and replies without YouTube API
• No authentication required - just paste video URLs and go!
• Bypass YouTube API quotas - unlimited comment scraping
• Works with any YouTube video - public videos, YouTube Shorts, live streams

📊 Same Powerful Features, No API Needed

• Complete comment threads with nested replies preserved
• Rich metadata: author info, likes, timestamps, channel URLs
• Handle videos with 100,000+ comments effortlessly
• Multiple export formats: JSON, CSV, Excel

🔍 Advanced Filtering (No API Required!)

• Filter by date range - analyze specific time periods
• Keyword search - find brand mentions instantly
• Sort by popularity or date - get the insights you need
• Language filtering - extract comments in specific languages

📈 Built for Scale (Without API Limits)

• Bulk processing - scrape entire channels or playlists
• Process 100+ videos simultaneously
• Smart scraping - respects rate limits automatically
• Resume capability - never lose progress

🚀 Quick Start - NO Setup Required!

Input Example (No API Key Needed!)

{
  "urls": ["https://youtube.com/watch?v=VIDEO_ID"],
  "maxComments": 5000,
  "includeReplies": true,
  "sortBy": "relevance",
  "outputFormat": "excel"
}

That's it! No API key, no authentication, just results! 🎉

Output Example

{
  "videoId": "dQw4w9WgXcQ",
  "totalComments": 15420,
  "comments": [
    {
      "commentId": "UgzD3...",
      "text": "Great video! This helped me understand...",
      "author": "John Doe",
      "authorChannelUrl": "https://youtube.com/channel/...",
      "likes": 42,
      "publishedAt": "2024-01-15T10:30:00Z",
      "isReply": false,
      "hasHeart": false,
      "replyCount": 3
    }
  ]
}

🏆 Use Cases - No API Key Success Stories

📱 E-commerce Product Research (No API!)

"We analyzed 50,000+ YouTube comments without any API costs or setup headaches" - Product Manager

How: Input competitor videos → Extract all comments FREE → Analyze feedback → Improve products

🎬 Content Strategy (Unlimited Comments)

"Scraped comments from 500+ videos without hitting any API limits!" - YouTube Creator

How: Input channel URL → Download unlimited comments → Identify trends → Create better content

🏢 Brand Monitoring (No Quotas)

"Monitor 1000+ YouTube videos daily without worrying about API quotas" - Social Media Manager

How: Set up scheduled runs → Monitor brand mentions → Export data → Respond quickly

🔬 Academic Research (No Authentication)

"Collected 1M+ YouTube comments for research without dealing with API keys" - PhD Researcher

How: Input video lists → Extract all comments → Export dataset → Analyze in Python/R

💡 How It Works (The Magic Behind No-API Scraping)

Our actor uses advanced web scraping techniques to extract comments directly from YouTube:

1. Direct YouTube Access - Connects to YouTube like a regular browser
2. Smart Extraction - Finds and extracts comments from page data
3. Automatic Pagination - Loads all comments, including "Show more" sections
4. No API Needed - Bypasses YouTube Data API completely

🛡️ Advantages Over API-Based Scrapers

Feature	Our Scraper	API-Based Scrapers
API Key Required	❌ NO!	✅ Yes
Daily Quota	♾️ Unlimited	🚫 10,000 units
Setup Time	⚡ Instant	🐌 Hours (API setup)
Cost	💰 Only pay for compute	💸 API + compute costs
Rate Limits	🚀 Smart throttling	⏱️ Strict limits
Authentication	🔓 None	🔐 Complex OAuth
Works Globally	🌍 Yes	🚧 Region restrictions
Maintenance	🔧 We handle it	😰 You debug API changes

📊 Advanced Features

🔧 Optional API Key (For Extra Metadata Only)

While comments work without any API key, you can optionally add a YouTube API key to get:

• Video title, description, view count
• Channel information
• Like/dislike counts

But remember: Comments work 100% without any API key!

🌍 Global Support

• Works with YouTube videos from any country
• Supports all languages
• Handles special characters and emojis

📈 Performance

• Extract 1000 comments in under 60 seconds
• Handle massive threads with 50,000+ comments
• Efficient processing - minimal resource usage

🚨 Common Questions

Do I really not need an API key?

NO API KEY NEEDED! Just paste YouTube URLs and start extracting comments immediately.

How many comments can I extract?

UNLIMITED! No daily quotas, no rate limits, extract millions of comments.

Is this legal?

Yes! We only extract publicly available comments that users have posted publicly.

What about YouTube's rate limiting?

Our smart scraping respects YouTube's servers and includes automatic throttling.

Can I schedule regular extractions?

Yes! Use Apify's scheduling to monitor videos daily/weekly/monthly.

🎁 Bonus Features

• Sentiment indicators - Identify positive/negative comments
• Language detection - Automatic language identification
• Spam filtering - Remove bot comments
• Export flexibility - JSON, CSV, Excel formats
• Webhook support - Real-time data delivery
• Dataset append mode - Continuous monitoring
• Proxy rotation - Built-in Apify proxy support

💸 Pricing - Best Value on Apify!

• Pay only for compute time - No API costs!
• Free trial - First runs on us
• Typical cost: $0.10-0.50 per 1000 comments
• Bulk discounts - Process more, pay less
• No hidden fees - Unlike API-based solutions

Compare with competitors:

• Others: API costs + compute costs + setup time
• Us: Just compute costs + instant start!

🚀 Get Started in 30 Seconds

1. No signup required for YouTube
2. No API key needed ever
3. Just paste URLs and click run
4. Download results in your preferred format

💬 What Users Say

⭐⭐⭐⭐⭐ "Finally! A YouTube scraper that actually works without API hassles!"

⭐⭐⭐⭐⭐ "Saved us $1000s in API costs and hours of setup time"

⭐⭐⭐⭐⭐ "Extracted 2M+ comments without any authentication - amazing!"

🛠️ Technical Details

• Built with: Advanced web scraping technology
• No dependencies: No YouTube API, no authentication
• Always updated: Automatically adapts to YouTube changes
• Open source: Transparent, auditable code

📞 Support

• 💬 Contact us: Direct message through Apify platform
• ⚡ Fast response: Usually within 24 hours
• 📚 Documentation: Comprehensive guides included
• 🔄 Regular updates: Automatic compatibility fixes
• 🐛 Bug reports: Use the Issues tab on Apify
• 💡 Feature requests: We love hearing your ideas!

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Version 2.0.1 - Now 100% API-Free!

🤖 About AutomateLab - AI Automation & Government Data Solutions Specialists

Leading AI Automation Agency Specializing in Public Sector & Enterprise Data Intelligence

AutomateLab is a premier AI automation agency transforming government operations and enterprise data workflows through intelligent automation solutions. Our expertise in web scraping, data extraction, and AI-powered process automation helps public sector institutions and enterprises improve operational efficiency by up to 30%.

🎯 Core Specializations & Services

• Government AI Automation - Custom AI solutions for public sector digital transformation
• Enterprise Web Scraping - Advanced data extraction systems for business intelligence
• Public Service Optimization - AI-powered citizen service enhancement and process automation
• Data Intelligence Platforms - Automated data collection and analysis for government decision-making
• Custom Actor Development - Scalable web scraping solutions for enterprise and government clients

📊 Proven Results & Industry Leadership

• 30% Operational Efficiency Improvement in government service delivery
• 500+ Successful Automation Projects across public and private sectors
• Puerto Rico Government Partner - Trusted by public sector institutions
• Enterprise Security Compliance - SOC 2 and government security standards certified
• 68% User Satisfaction Rate for AI-powered public services vs traditional methods

🛠️ Advanced Technology Stack & Expertise

• AI & Automation: Machine learning, process automation, predictive analytics
• Web Scraping & Data Extraction: Apify, Crawlee, Playwright, custom API integrations
• Development: TypeScript, Python, Node.js, cloud infrastructure automation
• Government Tech: Public sector compliance, data privacy, secure system integration
• Enterprise Solutions: Large-scale data processing, real-time analytics, automated reporting

🏛️ Public Sector Digital Transformation Expertise

AutomateLab specializes in government AI implementation and public service automation, helping institutions leverage data-driven decision making and improve citizen service delivery. Our proven methodologies ensure seamless integration with existing government systems while maintaining the highest security and compliance standards.

🌐 Global Reach, Local Expertise

While serving Puerto Rico's public sector transformation, our advanced web scraping and automation solutions benefit clients worldwide through the Apify platform. We bridge local government expertise with global data intelligence capabilities.

📈 Custom Enterprise Solutions Available

Need enterprise-grade data extraction, government AI automation, or custom web scraping solutions? Our team develops tailored automation systems for large organizations and government institutions.

Connect with AutomateLab:

• 🌐 Website: automatelab.codes
• 💼 LinkedIn: AutomateLab Company Page
• 📧 Enterprise Inquiries: Custom solutions for government and large-scale data projects

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Transforming Public Services Through Intelligent Automation • Government AI Specialists • Enterprise Data Solutions