Top 5 Tools to Download YouTube Comments (Free and Paid)

Whether you're a marketer looking for audience insights, a researcher gathering qualitative data, or a content creator trying to understand your viewers — YouTube comments are a goldmine.

But manually scrolling through comments? Copying and pasting thousands of lines into a spreadsheet? That’s not only tedious, it’s just not scalable.

The good news: there are tools built exactly for this purpose.

In this post, you’ll discover 5 of the best tools to extract and download YouTube comments — including both free and paid options. We’ll compare features, ease of use, and even show you how one of them goes a step further with built-in sentiment analysis.

What to Look for in a YouTube Comment Downloader

Before diving into the tools themselves, let’s quickly cover what actually matters when choosing a YouTube comment scraper. Depending on your use case — whether you’re doing light content research or heavy-duty data analysis — some features will matter more than others.

Here are the key factors to consider:

• Ease of Use
  Not everyone’s a developer. The best tools are beginner-friendly and don’t require installing anything or using API keys.

• Export Options
  Look for tools that let you download comments in structured formats like CSV or JSON, so you can work with the data easily in Excel, Google Sheets, or a database.

• Scalability
  Some tools slow down or break on videos with thousands of comments. Make sure the tool can handle the volume you need.

• Sentiment Analysis (Bonus!)
  Some tools — like SocialDataExtract.com — go a step further and include automatic sentiment tagging using AI models like TextBlob and VADER, right in the output file.

• Free vs Paid
  If you only need a few extractions here and there, free tools may be fine. But for ongoing or professional use, a reliable paid tool is worth it.

The 5 Best YouTube Comment Scraper Tools (2025)

Let’s break down five of the most effective tools available today — covering free and paid options, ease of use, output formats, and standout features.

1. SocialDataExtract.com — Best for Speed, Simplicity & Sentiment Analysis

If you’re looking for the fastest way to extract YouTube comments — without needing any tech skills — SocialDataExtract.com is the go-to choice.

• What it does:
  Paste a YouTube video link or ID, click "Extract," and instantly get all public comments in structured format.

• What makes it special:
  It includes automatic sentiment analysis using TextBlob and VADER, so you don’t just get raw comments — you get insights.

• Output: CSV and JSON, with sentiment tags built in.

• Pros:

  • No login or API key needed
  • Works on desktop and mobile
  • Clean UI and blazing-fast results
  • Built-in sentiment scoring (👍 Huge for marketers and researchers)

• Best for:
  Marketers, product teams, researchers, content creators — anyone who wants to understand audience opinions quickly.

• Pricing:
  Free for basic usage. Premium plans available for higher volume or frequent use.

👉 Try SocialDataExtract.com →

2. YouTube Comment Exporter (by AppTweaks.net) — Good Free Alternative

A simple and functional tool if you just need a quick CSV export of comments from public YouTube videos.

• Pros:

  • Free
  • No signup required
  • Output is clean and Excel-ready

• Cons:

  • Limited comment depth on long threads
  • No sentiment features
  • Slower on videos with lots of comments

• Best for:
  Occasional users who want a basic export.

3. YT Comments Downloader (Chrome Extension) — Browser-Based and Basic

This Chrome plugin grabs visible comments on any YouTube video page.

• Pros:

  • Easy install
  • Works directly in your browser
  • Fast for low-volume needs

• Cons:

  • Doesn’t capture hidden or paginated comments
  • No sentiment or structured output beyond basic CSV
  • Possible privacy/security concerns

• Best for:
  Casual users or quick one-off extractions.

4. Apify YouTube Comment Scraper — Powerful, but More Technical

Apify is a developer-oriented platform with a YouTube comment extractor available as a ready-made “actor.”

• Pros:

  • Scalable for large extractions
  • Fully customizable
  • Includes thread replies

• Cons:

  • Requires registration and platform knowledge
  • Limited free credits
  • Not suitable for non-technical users

• Best for:
  Developers or advanced users who want full control.

5. Octoparse or Web Scraper.io — Flexible General-Purpose Scrapers

These no-code scraping tools can be configured to work with YouTube — but they’re not specialized.

• Pros:

  • Drag-and-drop interface
  • High flexibility for scraping custom data

• Cons:

  • Requires setup time
  • Less stable on dynamic pages like YouTube
  • No native comment-specific features

• Best for:
  Power users who want to build custom scrapers for multiple platforms.

Bonus: Why Not Just Use the YouTube API?

If you're technical, you might be wondering — why not just use the official YouTube Data API?

While it's a valid option for developers, the API comes with a few limitations:

• API Key Required: You’ll need to register for access and set up credentials.
• Rate Limits: There’s a quota system, so you can only make a limited number of requests per day.
• Complex Setup: Pagination, threading, and data formatting take time and code to manage properly.
• No Sentiment Analysis: You’ll only get raw comment data — no extra insights unless you build them yourself.

For most people — especially marketers, researchers, or non-technical teams — tools like SocialDataExtract.com do all the heavy lifting for you, instantly and without the setup headache.

Comparison Table: YouTube Comment Download Tools

Here’s a quick breakdown of how the top 5 tools compare across the most important factors:

✅ Tip: Sentiment analysis is a huge time-saver if you're looking for more than just raw comment data — and SocialDataExtract.com is the only one that includes it natively.

Conclusion: The Smart Way to Extract YouTube Comments

If you're serious about understanding your audience, tracking public sentiment, or gathering real user feedback — YouTube comments are a data source you can't ignore.

The good news? You don’t need to scrape manually or wrestle with APIs.
There are tools that make it fast, simple, and even insightful — especially if you're using one that offers sentiment analysis out of the box.

Among the five tools we reviewed, SocialDataExtract.com stands out as the easiest and most insightful option:

✅ No coding
✅ Instant download
✅ CSV/JSON output
✅ Built-in sentiment scoring using TextBlob + VADER

🚀 Ready to try it yourself?
Head over to SocialDataExtract.com and extract YouTube comments in seconds — complete with powerful audience sentiment insights.