YouTube Comments Scraper – Extract Powerful Insights from Any Video 🎯

Easily collect and analyze YouTube comments and replies from any video using our advanced Apify YouTube Comments Scraper. Get complete data on comment text, authors, timestamps, likes, replies, and engagement metrics — perfect for YouTube analytics, sentiment analysis, competitor research, and content strategy optimization.

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🚀 Key Features

• ✅ Complete Comment Data – Instantly extract comments, replies, author names, timestamps, likes, and engagement stats.
• ✅ Smart Filtering – Sort comments by top, newest, or oldest for precise insights.
• ✅ Bulk Video Support – Scrape multiple YouTube videos at once via CSV or Google Sheets.
• ✅ Sentiment Analysis Ready – Well-structured data ideal for audience sentiment and brand tracking.
• ✅ Proxy Protection – Built-in proxy support ensures smooth and secure scraping.
• ✅ Highly Scalable – Process thousands of videos efficiently with rate-limit control.
• ✅ Real-Time Extraction – Fetch live comment data with automatic retries for maximum reliability.
• ✅ Flexible Export Options – Export your data in JSON, CSV, Excel, or connect via API.

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📊 Who Can Benefit

• Digital Marketers – Analyze audience reactions and brand mentions.
• Content Creators – Discover audience feedback and boost engagement.
• Researchers – Explore comment patterns and online community behavior.
• Businesses – Monitor customer opinions about your brand or product.
• Agencies – Deliver professional YouTube analytics reports to clients.
• Students & Academics – Use comment data for research and case studies.

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🎯 How It Works

1️⃣ Quick Start

1. Sign up for a free Apify account.
2. Add YouTube video URLs or upload a CSV with multiple links.
3. Choose your settings — comment limit, sorting, and more.
4. Run the scraper and download results instantly.

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2️⃣ Sample Input Configuration

Basic Example:

{
  "videoUrls": ["https://www.youtube.com/watch?v=dQw4w9WgXcQ"],
  "maxComments": 1000,
  "sortBy": "top",
  "includeReplies": true
}

Bulk Example:

{
  "videoUrls": [
    {"url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ"},
    {"url": "https://www.youtube.com/watch?v=jNQXAC9IVRw"}
  ],
  "maxComments": 500,
  "sortBy": "new",
  "includeReplies": true,
  "proxyConfig": {"useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"]},
  "delayBetweenRequests": 2000
}

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📈 Sample Output

Each comment includes complete metadata for advanced YouTube analytics:

{
  "commentText": "This tutorial completely changed how I approach content creation!",
  "author": "Sarah Johnson",
  "authorUrl": "https://www.youtube.com/@sarahcreates",
  "publishedTime": "2025-01-15T14:30:00Z",
  "likeCount": 247,
  "replyCount": 12,
  "isHearted": true,
  "isPinned": false,
  "videoId": "dQw4w9WgXcQ"
}

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🔍 Extracted Data Fields

Field	Description	Example Use
commentText	Full text of each comment	Sentiment & keyword analysis
author	Commenter’s name	Influencer or audience analysis
authorUrl	Link to their YouTube profile	Community outreach & research
publishedTime	Exact date/time	Trend and time-based insights
likeCount	Number of likes	Engagement scoring
replyCount	Number of replies	Depth of discussions
isHearted	Hearted by creator	Positive feedback indicator
isPinned	Pinned status	Highlighted or featured comment

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💡 Popular Use Cases

🧠 Competitor Insights

Extract and compare comments from competitor videos to uncover what audiences love or dislike.

💬 Brand Monitoring

Track YouTube mentions of your brand to measure reputation and spot engagement trends.

🛍️ Product Feedback

Collect user opinions from product review videos to enhance your marketing or design decisions.

🎥 Content Strategy

Identify trending topics and recurring audience pain points to guide your next video ideas.

❤️ Sentiment Analysis

Use structured data for audience sentiment mapping and engagement optimization.

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⚙️ Flexible Configuration

Option	Choices	Ideal For
Sort Order	Top, Newest, Oldest	Targeted feedback types
Comment Limit	0–10,000+	From small samples to full datasets
Include Replies	On/Off	Comprehensive analysis
Proxy Mode	Residential/Datacenter	Smooth, scalable scraping

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🛡️ Privacy & Compliance

• ✅ 100% YouTube Terms-Compliant – Extracts only publicly available data
• ✅ Ethical Data Collection – Respects user privacy
• ✅ Built-In Rate Limiting – Avoids request overload
• ✅ Public-Only Access – No private or hidden data scraped

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🚀 Start in Minutes

1. Create your Apify account – Includes $5 in free credits.
2. Try our ready-to-run demo or use your own video links.
3. Customize your settings to fit your goals.
4. Download your YouTube comment data and start analyzing!

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💰 Pricing

• 💡 Pay-as-you-go: From just $0.50 per 1,000 comments
• 🄃 Free Tier: Generous monthly allowance
• 🏢 Enterprise Plans: For large-scale or custom solutions

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🌟 Built for modern YouTube data extraction – fast, scalable, and reliable.