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Youtube Comments Scraper Pro

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Youtube Comments Scraper Pro

Youtube Comments Scraper Pro

Under maintenance

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AutomateLab

AutomateLab

Maintained by Community

Extract YouTube comments WITHOUT API key - scrape unlimited comments, replies & metadata from any video FREE - no authentication, quotas or limits - perfect for sentiment analysis, market research & brand monitoring

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Pricing

$1.00 / 1,000 results

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Total users

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Last modified

9 days ago

YouTube Intelligence Pro - Complete Data Extraction Suite

πŸ”₯ $19/Month + 14-Day FREE Trial

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

πŸ”— Connects to 5,000+ Apps via Zapier, Make & Enterprise APIs

πŸš€ Workflow Automation Examples:

  • Auto-sync to Google Sheets: Real-time comments, subtitles & transcript data for analysis
  • Slack notifications: Instant alerts when extraction completes
  • CRM integration: Automatic audience insights and content analysis
  • Accessibility workflows: Auto-generate subtitle files for video platforms
  • Content analysis: AI-powered sentiment analysis from comments + transcripts
  • Webhook triggers: Custom automations for your business needs
  • API access: Enterprise integrations with unlimited possibilities

πŸ€– Use with Claude Desktop and Any AI Agent via MCP

This actor integrates seamlessly with AI agents through the Model Context Protocol (MCP), enabling direct AI access to YouTube content intelligence.

Quick MCP Setup for Claude Desktop

  1. Install the MCP server: npx -y @apify/actors-mcp-server
  2. Add to your Claude Desktop config:
{
"mcpServers": {
"apify": {
"command": "npx",
"args": ["-y", "@apify/actors-mcp-server"],
"env": {
"APIFY_API_TOKEN": "your-apify-token"
}
}
}
}
  1. Ask Claude: "Use YouTube Comments to analyze sentiment on viral tech videos"

Enterprise MCP Benefits

  • Auto-Discovery: AI agents automatically find and use this tool
  • Universal Integration: Works with Claude, GPT-4, Gemini and 100+ AI platforms
  • Cost-Effective: Replace expensive AI platforms with direct actor access
  • Privacy-First: Data stays in your Apify account, not sent to third parties

πŸŽ‰ REVOLUTIONARY MCP INTEGRATION! Extract comments AND subtitles/transcripts from any YouTube video - powered by MCP server technology for maximum reliability!

πŸ’° GOLD Tier Customers Save 37.5% on Compute Costs

πŸ’‘ 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 Intelligence Pro?

✨ The ONLY Complete YouTube Intelligence Suite

  • πŸ”“ NO API Key Required - Extract comments AND subtitles without API setup!
  • ♾️ NO Rate Limits - Unlimited data extraction across all features
  • πŸ’° NO Hidden Costs - 100% free YouTube intelligence extraction
  • 🚫 NO Quotas - Process unlimited videos with MCP-powered reliability
  • 🎯 Multi-Modal Extraction - Comments, subtitles, transcripts, and metadata in one tool

πŸ† #1 Advanced YouTube Intelligence Platform

  • Revolutionary MCP Integration - First actor to use MCP server technology
  • Most comprehensive - Extract every data type from YouTube videos
  • Best accessibility support - Generate SRT, VTT, TXT subtitle formats
  • Fastest extraction - Parallel processing for comments + subtitles
  • Most reliable - Dual extraction methods ensure maximum success rate

🎯 Perfect for:

πŸ“Š Content Intelligence & Research

  • Market Researchers: Extract comments + transcripts for comprehensive sentiment analysis
  • Content Creators: Download comments AND auto-generate subtitle files for accessibility
  • Academic Researchers: Complete YouTube dataset extraction for machine learning & NLP
  • Digital Marketers: Track campaign performance across comments and video content

🎬 Accessibility & Media Production

  • Video Editors: Auto-generate SRT/VTT subtitle files for professional production
  • Accessibility Teams: Ensure video compliance with subtitle generation
  • Language Learners: Extract transcripts in multiple languages for study materials
  • Podcast Creators: Convert video transcripts to podcast content

🏒 Enterprise & Brand Intelligence

  • Brand Managers: Monitor brand mentions in both comments and video content
  • Social Media Analysts: Complete YouTube intelligence - comments, transcripts, sentiment
  • Compliance Teams: Extract and analyze video content for regulatory requirements
  • Customer Research: Understand audience through comprehensive data extraction

Key Features - What Makes Us #1

πŸš€ Revolutionary MCP-Powered Intelligence

  • MCP Server Integration - First actor to leverage MCP technology for YouTube extraction
  • Dual Extraction Modes - Comments, subtitles, or both in a single run
  • Advanced Subtitle Processing - SRT, VTT, TXT, and JSON formats automatically generated
  • Multi-Language Support - Extract subtitles in multiple languages simultaneously
  • Auto-Generated Fallbacks - Intelligent subtitle extraction with manual + auto-generated options

πŸ†“ 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

πŸ“ Advanced Subtitle & Transcript Intelligence

  • Complete Transcript Extraction - Full video content with precise timestamps
  • Multi-Format Generation - SRT, WebVTT, TXT, and structured JSON output
  • Language Detection - Auto-detect available subtitle languages
  • Accessibility Compliance - Generate compliant subtitle files for media platforms
  • Content Analysis Ready - Structured data perfect for AI/ML processing

πŸ” Comprehensive Data Processing

  • Unified Intelligence - Comments + transcripts + metadata in one extraction
  • Advanced Filtering - Date ranges, keywords, languages across all data types
  • Rich Metadata - Author info, timestamps, video details, subtitle timing
  • Enterprise Export - JSON, CSV, Excel formats for all extracted data
  • Real-Time Processing - Parallel extraction for maximum efficiency

πŸ“ˆ Built for Enterprise Scale

  • Bulk processing - Process 100+ videos with comments AND subtitles
  • Smart resource management - Optimized memory usage for large datasets
  • Fault tolerance - Graceful handling of partial failures
  • Resume capability - Never lose progress on large extraction jobs
  • Performance monitoring - Real-time insights into extraction progress

πŸš€ Quick Start - NO Setup Required!

🎯 Choose Your Intelligence Mode

Comments Only (Traditional Mode)

{
"urls": ["https://youtube.com/watch?v=VIDEO_ID"],
"extractionMode": "comments",
"maxComments": 1000,
"includeReplies": true,
"sortBy": "relevance"
}

Subtitles Only (MCP-Powered)

{
"urls": ["https://youtube.com/watch?v=VIDEO_ID"],
"extractionMode": "subtitles",
"subtitleLanguages": ["en", "es"],
"includeAutoGeneratedSubtitles": true,
"subtitleFormats": ["srt", "vtt", "txt"]
}

Complete Intelligence (Comments + Subtitles)

{
"urls": ["https://youtube.com/watch?v=VIDEO_ID"],
"extractionMode": "both",
"maxComments": 500,
"subtitleLanguages": ["en"],
"outputFormat": "excel"
}

That's it! Revolutionary MCP integration + traditional scraping = Complete YouTube Intelligence! πŸŽ‰

Output Example (Complete Intelligence Mode)

{
"videoId": "dQw4w9WgXcQ",
"url": "https://youtube.com/watch?v=dQw4w9WgXcQ",
"extractionMode": "both",
"totalComments": 1247,
"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
}
],
"totalSubtitles": 1,
"subtitles": [
{
"success": true,
"language": "en",
"isAutoGenerated": true,
"segments": [
{
"text": "Welcome to this amazing video!",
"start": 0.5,
"duration": 3.2,
"end": 3.7
}
],
"fullText": "Welcome to this amazing video! We're going to cover...",
"formats": {
"srt": "1\n00:00:00,500 --> 00:00:03,700\nWelcome to this amazing video!\n\n",
"vtt": "WEBVTT\n\n00:00:00.500 --> 00:00:03.700\nWelcome...",
"txt": "Welcome to this amazing video! We're going to cover...",
"json": "{ \"segments\": [...], \"metadata\": {...} }"
}
}
],
"extractedAt": "2025-06-15T20:16:14.829Z"
}

πŸ† Use Cases - No API Key Success Stories

πŸ“± 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 β†’ Extract all comments FREE β†’ Analyze feedback β†’ Improve products

🎬 Content Strategy (Unlimited Comments)

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

How: Input channel URL β†’ Download unlimited comments β†’ Identify trends β†’ 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 β†’ Monitor brand mentions β†’ Export data β†’ Respond quickly

πŸ”¬ Academic Research (No Authentication)

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

How: Input video lists β†’ Extract all comments β†’ Export dataset β†’ Analyze in Python/R

πŸ’‘ 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

πŸ›‘οΈ Advantages Over API-Based Scrapers

FeatureOur ScraperAPI-Based Scrapers
API Key Required❌ NO!βœ… Yes
Daily Quota♾️ Unlimited🚫 10,000 units
Setup Time⚑ Instant🐌 Hours (API setup)
CostπŸ’° Only pay for computeπŸ’Έ API + compute costs
Rate LimitsπŸš€ Smart throttling⏱️ Strict limits
AuthenticationπŸ”“ NoneπŸ” Complex OAuth
Works Globally🌍 Yes🚧 Region restrictions
MaintenanceπŸ”§ We handle it😰 You debug API changes

πŸ“Š Advanced Features

πŸ”§ 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

πŸ“ˆ 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.

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

πŸ’Έ 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!

πŸš€ 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

πŸ’¬ 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!"

πŸ› οΈ 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

πŸ“ž Support

  • πŸ’¬ Contact us: Direct message through Apify platform
  • ⚑ Fast response: Usually within 24 hours
  • πŸ“š Documentation: Comprehensive guides included
  • πŸ”„ Regular updates: Automatic compatibility fixes
  • πŸ› Bug reports: Use the Issues tab on Apify
  • πŸ’‘ Feature requests: We love hearing your ideas!

Keywords: YouTube comments scraper no API, extract YouTube comments without API key, YouTube comment downloader free, YouTube data extraction no authentication, YouTube scraper no limits, bulk YouTube comments export free, YouTube comments dataset no API, download YouTube comments without quota, YouTube comment extractor no login, scrape YouTube comments free, YouTube replies scraper no API key, YouTube sentiment analysis free tool, YouTube comment API alternative, bypass YouTube API limits

Version 2.0.1 - Now 100% API-Free!


πŸ”— Complete AutomateLab Intelligence Suite

Maximize your business intelligence with our complete portfolio of specialized tools:

πŸ“Š Enterprise Intelligence Collection

🎯 Lead Generation & Prospecting

πŸ“Ή Media & Content Intelligence

🎨 Social Media Intelligence

πŸš€ View All 29 AutomateLab Tools β†’


πŸ€– 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

πŸ“Š 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

πŸ› οΈ 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

πŸ›οΈ 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.

πŸ“ˆ 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:


Transforming Public Services Through Intelligent Automation β€’ Government AI Specialists β€’ Enterprise Data Solutions

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