Scrape YouTube Comments
Use our YouTube Comments Scraper to collect the comment data you need from public YouTube videos. No coding required. Simply configure your task in the dashboard and CoreClaw will automatically collect structured comment data for you. Button Copy: Start Free Trial
How to Scrape YouTube Comments with CoreClaw
Create a CoreClaw Account
Sign up for a CoreClaw account and scrape up to 2,000 results for free every month.
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Choose the Worker
Select the YouTube Comments Scraper from the CoreClaw Store.
Configure and Run Your Task
Set your scraping parameters based on your needs and launch the Worker.
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Export Your Data
Once the task is complete, export the results in JSON or CSV format.
Available YouTube Scrapers
YouTube Channel Scraper(by URL)
coreclaw/youtube-channel-scraper
Extract public profile data in bulk by entering a URL, including channel name, subscriber count, video count, view count, description and popular videos. Export in CSV or JSON format for competitor analysis and user research, with one-click structured data export.
CoreClaw5
138
YouTube Video List Scraper（by keywords ）
coreclaw/youtube-data-scraper
By entering keywords, batch extract public YouTube channel data, including channel name, subscriber count, video count, view count, description, popular videos, etc., outputting in CSV or JSON format. Supports competitor analysis, user research, zero-code operation, one-click export of structured data.
CoreClaw4.4
54
YouTube Comments & Replies Scraper（by ID）
coreclaw/youtube-comment-scraper
Extract public YouTube video comments in bulk via video IDs, including content, commenter details, likes, replies, and author interactions. Export structured data to CSV or JSON with one click for sentiment analysis and user insights.
CoreClaw4.8
30
YouTube Scraper（by ID）
coreclaw/youtube-scraper
Extract public YouTube video data in bulk via video IDs, including title, description, channel info, views, likes, comments and duration. Export structured data to CSV or JSON with one click for content analysis and statistics.
CoreClaw4.7
17
Youtube Channel Email Scraper & Contact Extractor
coreclaw/youtube-channel-email-scraper
Pull real YouTube creator business emails in bulk from channel IDs, handles, or URLs. Most other YouTube email scrapers only grab public metadata — this one actually clicks the "View email address" button with logged-in Google accounts to retrieve the genuine business email that creators publish for inquiries. Built for influencer outreach, sponsorship prospecting, and bulk YouTube lead generation at scale. Whether you need a YouTube influencer contact scraper for a one-off campaign or a bulk YouTube email extraction tool for ongoing prospecting, this worker has you covered.
CoreClaw5
62
YouTube Scraper
vew5uoxb/youtube-duo-gong-neng-jie-kou
YouTube Scraper can extract video metadata from YouTube through multiple collection modes and export them into the format of your choice. You can then use this data in your own data projects, business reports, and as a basis for new applications.
vew5uoxb5
11
Extract Any Public Data Field from YouTube Comments
Comment ID
Comment URL
Commenter name
Commenter channel ID
Commenter avatar
Comment publish date
Like count
Reply count
Comment thread level
YouTube Comments Scraper Pricing
Package
Unit price
Discount
Operation
Free
$1.5/1,000 Results
0%
Current plan
Note: Pricing varies by Worker. Please refer to the specific Worker's detail page for exact rates. The table shows pricing for the current Worker only.
What Teams Can Do with a YouTube Comments Scraper
Customer Feedback Analysis
Collect large-scale comment data to understand real user opinions, needs, and pain points.
Content Optimization
Analyze high-engagement comments to identify what types of content generate more discussion and interaction.
Brand and Sentiment Monitoring
Track how users talk about your brand, products, or video content over time.
Competitor Analysis
Study comment patterns, audience feedback, and engagement structures on competitor videos.
Why Use CoreClaw for YouTube Comment Scraping
Real-Time Results
Access the latest public comment data for faster analysis.
Structured Output
Export clean JSON or CSV data for analysis and automation workflows.
Pay Only for Successful Results
Only pay for successfully returned results to improve cost efficiency.
Scalable Data Collection
Collect large volumes of comment data for ongoing monitoring and research.
Reduce Manual Work
Replace manual comment review with automated data collection.
No Infrastructure Required
No need to build or maintain your own scraping system.
CoreClaw Enterprise Services
Our expert team helps you design, implement and maintain custom data collection workflows — from initial setup to large-scale solutions, with 99.9% SLA uptime guarantee.
Large-scale data collection
- millions of records per month, 99.9% SLA uptime
- Custom scrapers for any website — built and maintained by our engineers
- Under 2-hour response time — plus a dedicated account manager
"We used to spend hours manually copying contacts from Google Maps. Now it takes 5 minutes. Collecting contact information has been reduced from hours to minutes, saving our team 10+ hours weekly and powering our cold outreach. "
Olivia CarterSales Director · B2B Marketing Agency
"Finally a price tracking tool that actually works. We monitor ~500 SKUs on Amazon. The pay-per-result model is a game-changer for our budget — failed requests are completely free, zero risk."
Marcus LinE-commerce Lead · Retail Brand
"I'm not a developer and setting up scrapers used to be a headache. CoreClaw's Workers are essentially plug-and-play. CSV export fits perfectly into my data workflow and scheduled runs made everything fully automated. "
James KowalskiMarket Analyst · Research Agency
