When I first tried to gather YouTube comments, it took forever. I had to scroll through so many comments just to find the feedback or keywords I needed. It felt frustrating and time-consuming.
Then, I found some of the best YouTube Comment Scraper APIs. They made my work so much easier. Now, I can collect and analyze comments quickly without all the hassle.
In this blog, I’ll show you what YouTube Comment Scraper APIs are, how they work, and why these five are the best for 2025, based on my own experience and tests.
When Choosing a YouTube Comment Scraper API, Here’s What to Look for:
- Make sure it collects comments quickly.
- It should pull all the comments without missing any.
- Look for options to filter by keywords, date, or sentiment.
- Check if it’s simple to set up, especially if you don’t code.
- Make sure you can download the data in formats like CSV or JSON.
- Compare free vs. paid options based on your needs.
- Check how many requests or comments you can scrape at once.
What is a YouTube Comment Scraper API?
In simple terms, a YouTube Comment Scraper API is a tool that collects comments from YouTube videos for you. It helps you manage and analyze them easily. Instead of scrolling through comments yourself, the API does it automatically.
Benefits of YouTube Comment Scraper APIs
Here’s why these tools are super useful:
🕒You get the comments in seconds instead of spending hours.
🔍 You can sort and filter comments easily.
🎯 They pull comments directly from YouTube, so nothing gets missed.
💬Some APIs even tell you if the comments are positive or negative.
💻 Set it up once, and it’ll keep gathering comments for you!
How Does a YouTube Comment Scraper API Work?
Let me explain the process from start to finish:
Choose the Video 🎥
Select the YouTube video URL you want to gather comments from.
Input the URL into the API 🌐
Feed the video link into the chosen API.
Define Filters (Optional) 🔍
You can specify filters like date, keywords, or sentiment if you want only certain comments.
API Gathers the Data 🏃
The API starts pulling all the comments from the video and organizes them.
Data Analysis (Optional) 📊
Some APIs offer built-in analysis tools like sentiment analysis or keyword frequency.
Download/Export the Data 💾
You can download the results in different formats like CSV, JSON, or Excel.
YouTube Comment Scraper APIs
Here are the top APIs I’ve personally tested, along with a performance table to help you pick the right one. First, let me share a comparison table for the YouTube Comment Scraper APIs discussed, highlighting key features, performance metrics, and pricing:
YouTube Comment Scraper APIs
Tool | Starting Price | Free Trial |
|---|---|---|
Bright Data | $1 per 1,000 records | Yes (limited credits) |
Apify | $1.80 per 1,000 comments | Yes ($5 free usage) |
ScraperAPI | $49/month (100,000 credits) | Yes (7-day trial, 5,000 credits) |
PhantomBuster | $69/month | Yes (14 days, limited credits) |
Stevesie | $89.99/month | Yes (limited rows) |
The table below presents a clear comparison of YouTube Comment Scraper APIs based on their starting prices, arranged in ascending order and availability of free trials.
YouTube Comment Scraper APIs Comparison: Key Features & Supports
Feature | Bright Data | Apify | Stevesie | ScraperAPI | PhantomBuster |
|---|---|---|---|---|---|
Speed | Fast | 75 comments in 57 sec | 30-45 sec per 100 comments | Near 100% success | 10 minutes for 5 channels |
Data Collection | Comments, sentiment analysis, etc. | text, author, date, etc. | Official YouTube API | Comments, videos, channel details | Channel name, subscriber count, etc. |
Output Formats | JSON, CSV | JSON, CSV, Excel, HTML, XML | CSV | Easy auto-parsing | CSV, JSON |
Automation | built-in | API access | automated exports | DataPipeline | Cloud-based |
Support | 24/7 | 24/7 | 24/7 | 24/7 | 24/7 |
The table below presents a clear comparison of YouTube Comment Scraper APIs based on their starting prices, arranged in ascending order and availability of free trials.
1. Bright Data (4.6/5) ⭐⭐⭐⭐⭐
After trying many tools, I found Bright Data to be one of the best YouTube Comment Scraper APIs. It is super fast and reliable. Bright Data collects large numbers of comments without slowing down or crashing.
It also scrapes comments for things like sentiment analysis, comment text, likes, and replies. Plus, it doesn’t get blocked because it uses smart features like IP rotation and CAPTCHA solving.
Bright Data is also flexible. You don’t need to worry about setting up proxies or any complicated stuff. Everything is built-in, so you can focus on getting your data easily.
Why Bright Data Is Great for YouTube Comment Scraping
✅It handles large amounts of data quickly.
✅You won’t get blocked, thanks to smart features.
✅Get your raw HTML data in JSON, CSV, or other formats.
✅Simple to use (no coding needed), even for beginners.
✅Works consistently with minimal downtime.
✅Uses over 72 million real user IPs from 195 countries for accurate data.
✅Compliance with GDPR and CCPA, ensuring legal and ethical scraping.
✅Powers 20,000+ companies with 99.99% uptime.
✅Dedicated team ready to assist you anytime.
✅Scrape data from any location easily.
What’s Not So Cool About Bright Data
❌It’s more expensive compared to some other tools.
❌The interface can be a bit tricky for beginners.
Pricing
- Free trial: Yes, they offer free credits to get started.
- Pay-as-you-go: $1 per 1,000 records.
- Enterprise Plan: Custom pricing for large businesses.
My Performance Test 📈
Feature | Result |
|---|---|
API Call Average Time | 4 seconds per input |
Pricing | Starts at $0.001 per record |
Trial Status | Active (API Calls Remaining: 20) |
Max Records per Input | Up to 1300 records per input |
Data Formats | JSON, CSV |
Data Collection | Collects comments by specific YouTube video URL |
Speed | 9/10 |
Accuracy | 10/10 |
Ease of use | 8/10 |
Besides, you can check out this blog to get a detailed Bright Data Scraping Browser Review.
2. Apify (4.3/5) ⭐⭐⭐⭐⭐
I picked Apify as one of the best tools for scraping YouTube comments because it’s simple and works well. It lets you collect comments from many YouTube videos at once.
You can get useful details like the comment text, author’s name, date posted, likes, and replies. You don’t have to worry about tricky setups. Just add the video links, and Apify will do the rest.
Plus, you can easily download your data in formats like JSON, CSV, or Excel, which is super handy for further analysis or storage.
Why Apify is Best for YouTube Comment Scraping
✅Easy to Use: Just add video URLs, set how many comments you need, and click "Start."
✅Full Comment Details: Collects everything, including text, author name, date, likes, replies, and more.
✅No Quotas: There are no limits or quotas on how much data you can scrape.
✅Multiple Formats: Download scraped data in JSON, CSV, Excel, HTML, or XML.
✅Integration: Connects with many apps like Google Sheets, Slack, Trello, etc.
✅API Access: You can manage everything using Apify’s API, which works with Node.js and Python.
What’s Not So Cool
❌You need to use residential proxies (included in the paid plan) to scrape YouTube effectively.
❌You pay per result ($1.80 for 1,000 comments), so the cost can add up for high-volume scraping.
Pricing
- Starts at $1.80 for 1,000 comments.
- Free Trial: $5 free usage.
My Performance Test 📈
The YouTube Comment Scraper worked well. It scraped 75 comments in 57 seconds. It handled one request with no problems. The total cost was $0.135. It was fast and affordable for the comments collected.
Besides, you can check out this blog to get a detailed review of Apify.
3. Stevesie (4.7/5) ⭐⭐⭐⭐⭐
Now, let me talk about another awesome platform, named Stevesie.
I chose Stevesie as one of the best YouTube Comment Scraper APIs because it lets you easily and legally scrape YouTube comments using the official YouTube API. It is very user-friendly and doesn’t need any coding.
The platform automates much of the scraping, saving time. You can quickly export the data into useful formats like CSV files.
It also handles pagination for large videos with thousands of comments, which makes it a strong tool for scraping both comments and replies.
Why Stevesie is Best for YouTube Comment Scraper API
✅ No-code platform – You don't need to be a developer to use it.
✅ Legal and reliable – Uses the official YouTube API, so you won’t get blocked.
✅ Automated CSV exports – Automatically converts YouTube comments into CSV files.
✅ Handles large amounts of comments – Scrapes thousands of comments with pagination.
✅Free and Reliable: You can use the YouTube API for free.
✅Easy Guide: Stevesie gives simple steps on how to use the API with no coding.
✅Many Uses: Stevesie lets you scrape comments for videos, channels, and replies.
What’s Not So Cool
❌ Channel ID required – Sometimes, it is tricky to find the Channel ID.
❌ Limited comment results per request – Only returns up to 100 comments per request.
Pricing
Free Plan: Start for free with the "forever tier" and use all features, but you can only download 10 rows of data per day.
Basic Plan: Costs $89.99/month. It includes Manual Scraping.
All plans offer unlimited data scraping, CSV file downloads, and basic support with a one-day response time.
My Performance Test 📈
Feature | Result |
|---|---|
Time per 100 Comments | 30-45 seconds |
Max Comments per Request | 100 |
Max Comments per Hour | 8,000 - 10,000 |
Error Rate | 1-2% |
Success Rate | 98-99% |
Pagination Support | Yes (nextPageToken) |
Comment Replies Scraping | Yes (supports pagination) |
4. ScraperApi (4.7/5) ⭐⭐⭐⭐⭐
ScraperAPI is one of the best tools for scraping YouTube comments. It’s a powerful and reliable API. It helps you collect comments, videos, channel details, and descriptions.
The API handles tricky tasks like CAPTCHA and anti-bot systems, making YouTube scraping easier. You don't need to be a coding expert to use it.
Just send a URL, and the API does the work for you. It’s perfect for getting data for competitor research, spotting trends, or analyzing comments.
Why ScraperAPI is the Best for YouTube Comment Scraping
✅ Fast scraping speeds (at a near 100% success rate) with async requests.
✅ Handles CAPTCHA and anti-bot challenges.
✅ Geotargeting for localized YouTube results.
✅ No code required with its DataPipeline feature.
✅ Scalable for small or large scraping projects.
✅ Pool of 40M proxies ensures high success rates.
✅ Auto parsing for easy data extraction.
What’s Not So Cool
❌Limited geotargeting locations in lower plans.
❌Some advanced features may require higher plans.
Pricing
Free Trial: 7-day free trial (no credit card required) with 5,000 API credits.
Starting Price: Hobby plan at $49/month, includes 100,000 API credits and 20 concurrent threads.
My Performance Test 📈
Performance Comments:
- The job completed quickly, taking less than a minute.
- The auto parsing option was enabled, which helped organize the data.
- The cost of 6 credits is reasonable for the output received.
- The download was successful, making it easy to access the data.
You can check out this blog to get a detailed ScraperApi review.
5. PhantomBuster (4.2/5) ⭐⭐⭐⭐⭐
Here comes the last best option. I chose PhantomBuster as one of the best YouTube Comment Scraper APIs because it makes collecting data simple and fast.
With PhantomBuster, you can scrape all the information you need from YouTube channels, like comments. It puts the data into a neat spreadsheet, which is great for checking results.
Plus, it works in the cloud. You don’t have to keep your computer on all the time. You can set it up to run automatically and get updates while you do other things.
Why PhantomBuster is Great for Scraping YouTube Comments
✅Comprehensive Data: Extract channel name, subscriber count, and more.
✅Automation: Set it to run repeatedly for ongoing data collection.
✅Easy Setup: Just add YouTube URLs and get started quickly.
✅Flexible Exports: Download results in CSV or JSON formats.
✅Cloud-Based: No need to keep your computer on for scraping.
What’s Not So Cool
❌You need to be careful with how many actions you automate each day to avoid limits.
❌The free trial has restrictions, so you might need to upgrade soon.
Pricing
Free Trial: 14 days with no credit card needed. Limited to 1,000 AI credits.
Plans: Starts at $69/month for basic plans.
My Performance Test 📈
Metric | Result |
|---|---|
Channels Scraped | 5 YouTube channels |
Data Extracted | Channel Name, Subscriber Count, Comments, Views, Likes, Dislikes, and more |
Execution Time | 10 minutes |
Success Rate | 100% (all channels scraped successfully) |
Success Rate | Yes (set to run automatically) |
In addition, you can take a look at this informative blog to get a detailed PhantomBuster Review.
Wrapping Up
Hopefully, you now have a pretty good idea of the Best YouTube Comment Scraper APIs in 2025. In 2025, scraping YouTube comments doesn’t have to be a headache.
These five APIs have made it super easy for me, whether I’m looking for simple data extraction or advanced comment analysis. Each one has its strengths, and depending on your needs, you can pick the one that works best for you.
Happy scraping!
Plus, if you’re somehow interested in learning about the Best LinkedIn Scraper APIs in 2025, visit this insightful blog now!
FAQs
Are YouTube Comment Scraper APIs legal?
YouTube Comment Scraper APIs are usually legal if you use them the right way. You must follow YouTube's rules. Don't scrape private user data. Always respect YouTube's guidelines. If you do this, you can use these tools safely.
How do I choose the best YouTube Comment Scraper API?
When choosing a YouTube Comment Scraper API, consider factors such as:
- Data Accuracy
- Real-time updates
- Bulk extraction capabilities
- Customization options
- Pricing
- Performance
- Additional features
Are there any limitations to using YouTube Comment Scraper APIs?
YouTube Comment Scraper APIs can have limits. They may restrict how fast you can scrape data or how much data you can get. It’s important to read the API's instructions. This helps you understand the limits.
