All notable changes to YouTube AI Comments Scraper & Questions Extractor will be documented in this file.
Transform YouTube comment sections into actionable insights with AI-powered question detection, sentiment analysis, and smart categorization.
- Zero-Setup Comment Scraping - Paste any YouTube video URL and extract comments instantly without API keys or configuration
- AI Question Detection - Automatically identifies questions even without question marks using advanced NLP
- Sentiment Analysis - Categorizes each comment as positive, negative, or neutral to understand audience mood
- Smart Question Categorization - Auto-tags questions by type: technical guidance, feature requests, feedback, clarification, pricing, comparison, troubleshooting
- Priority Scoring (1-5) - Ranks questions by engagement and relevance to focus on what matters most
- AI-Generated Summaries - Brief descriptions of what each question is asking for quick scanning
- Bulk Video Processing - Analyze multiple videos in a single run for comprehensive research
- Sort Options - View comments by newest first or top comments for different insights
- Flexible Page Limits - Control scraping depth with configurable max pages setting
- Lightning-Fast Results - Get AI-analyzed comments in seconds with optimized performance
- Zero Proxy Requirements - No proxy setup or subscription costs - works reliably without any proxy configuration
- Ultra-Low Memory Footprint - Only 128 MB RAM = 4-16x less than typical scrapers = minimum cloud compute costs
- FAQ Mining Made Easy - Discover what your audience actually wants to know from thousands of comments automatically
- Content Research at Scale - Extract genuine questions from your videos or competitors' to identify content gaps
- Audience Sentiment Tracking - Measure how viewers feel about your content with per-comment sentiment analysis
- Time Savings - No manual comment sorting - AI surfaces the most important questions instantly
- Competitor Intelligence - See what questions competitors' audiences are asking to find underserved topics
- Support Workflow Optimization - Identify common technical questions to improve documentation and create targeted support content
- Data-Driven Content Strategy - Use real audience questions to inspire videos that answer actual needs
- Content Creators - Generate FAQs from real questions, find video ideas from audience needs
- Marketing Teams - Analyze sentiment trends, track audience reaction to campaigns
- Product Teams - Extract feature requests and feedback from YouTube comments
- Support Teams - Identify common issues to address in documentation and tutorials
- Researchers - Gather audience insights across multiple channels or competitors
- Agencies - Bulk analyze client content for competitive analysis and content strategy
FREE Tier:
- 1 page (20 comments) per video for testing
- 2 concurrent runs max
- Full feature access (same AI quality as PAID)
- No credit card required
PAID Tier:
- Unlimited comments per video
- Unlimited concurrent runs
- Priority processing
- Production-ready scalability
Each comment includes:
- Full text with author and engagement metrics (likes, reply count)
- AI-detected question flag
- Sentiment label (positive/negative/neutral)
- Question category (if applicable)
- Priority score (1-5)
- AI-generated question summary
- Author verification status and channel owner identification
