Best YouTube Scraper Tools in 2026: 4 In-Depth Reviews - The GTM with Clay Blog

Claygent Builder: The easiest way to build, test, and deploy GTM Agents

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Sales GTM Engineering: How Clay Built the Role From Scratch

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AI Sales Assistants: 11 Ways to Accelerate Your Outbound

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The Three Laws of GTM: How to Win in the AI Era

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Best Work Email Finders by Segment: SMB vs. Enterprise

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How Clay Converts Trial Users Into Customers With Automated Outreach

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Best Mobile Phone Data Providers for B2B Sales Teams

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How to Build a Complete AI Outbound Sales Funnel

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How to Get More Customers Using Outbound Sales: A Complete Guide

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How to Automate 6 Cold Email Campaigns in One Clay Workflow

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How Clay Identifies Tier 1 Accounts: A Three-Score System

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Lead Scoring in Clay: A Step-by-Step Formula Guide

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How to Validate Cold Outbound Offers and Find Message-Market Fit

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Troubleshooting Outbound Sales and Prospecting: A Comprehensive Guide

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Bulk Enrichment: Enrich Millions of CRM Records in Clay

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Clay Templates: Automate, Customize, and Replicate Any GTM Workflow

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How to Optimize Your Credit Usage in Clay

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AI for sales prospecting

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The Reverse Demo: How Clay Replaced Traditional B2B Sales Demos

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Data Waterfalls: How to Maximize Contact Coverage with Clay

Data waterfalls query multiple providers in sequence so you only pay for matches. See how Clay pushes coverage from 30% to 80%+ without annual contracts.

How Clay Runs ABM Campaigns: A Step-by-Step Playbook

See how Clay runs ABM campaigns — scoring 300 accounts, personalizing mailers and landing pages, and automating SDR follow-up. Learn how.

How We Built Clay's GTM Engineering Function

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Best Personal Email Finder Tools: Tested and Ranked

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How to Use OpenAI to Write Cold Emails from Scratch with Clay

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How to Run a Personalized Demo Play at Scale with Clay

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Automated Slide Deck Creation: How Clay Builds QBRs from Your Data

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HG Insights + Clay: B2B Technographic and Firmographic Data

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B2B Cold Email Deliverability: 21 Best Practices

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Basics of Google Search Operators: A Practical Guide

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AI Lead Generation: The Complete B2B Guide

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Clay MCP: Ops-built workflows, consumable by reps

How to Manage and Enrich Inbound Leads Automatically

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GTM Alpha: How Winning Teams Build a Competitive Edge

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Why Good CRM Data Matters and How Clay Helps

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How to Use Formulas in Clay: AI Generator and Manual Entry

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GTM Engineering: What It Is, How It Works, and How to Hire

GTM engineering turns ops teams into revenue builders using AI and automation. Learn what GTM engineers do, how to structure the role, and how to hire one.

Formulas in Clay: A Beginner's Intro for Non-Engineers

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How Clay Uses Clay for SEO and AEO: 3 Systems That Scale

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How to Use Web Scraping to Enrich Your Data with Clay

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How to Create a Sales Prospect List in Minutes

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Best B2B Email List Providers: Tested and Ranked (2026)

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Outbound Sales Automation: How to 10x Pipeline Without More SDRs

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The Wake the Dead Play: Reactivate Closed-Lost Deals with Clay

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How to Hire a GTM Engineer: The Complete Guide

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Clay pricing memo: INTERNAL

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Product

Use Cases

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Resources

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Claygents

Research target companies and people with AI

Waterfall

Combine multiple data providers for the best coverage

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Track job changes promotions or other signals

Data marketplace

Buy data from 150+ providers in one place

Ads

Sync targeted ad audiences to Linkedin, Meta, and Google

Audiences

Centralize your first and third party data sources in Clay

Sequencer

Use Clay's native sequencer or automate messaging

Sculptor

Build GTM workflows with natural language

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How Clay uses Clay

LinkedIn + Meta Ads on Autopilot

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Automated inbound

Build ads audiences and sync them to major ad platforms

ABM

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Grew their outbound-sourced pipeline by +140%

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Article – NY Times

Clay allows employees to sell shares at a $5b valuation.

Best YouTube Scraper Tools: 4 In-Depth Reviews

YouTube has over two billion users worldwide, and each day, these users watch more than one billion hours of YouTube content. Besides watching videos, users leave comments, read video descriptions, and explore different channels available on the platform.

Collecting data such as video descriptions, search results, and comments from YouTube can help you conduct market research, analyze video performance or audience behavior, or achieve another goal.

To avoid manually copying and pasting this data, you can use a YouTube scraper to complete the job.

In this guide, we'll single out the top four YouTube scrapers to help you choose the most reliable and efficient options. We'll also discuss a tool that goes beyond YouTube scraping and lets you collect data from all over the internet. 💪

TL;DR

The top four YouTube scrapers reviewed here are Clay, Oxylabs' YouTube API, Bright Data YouTube Scraper API, and Apify YouTube Scraper.
Clay stands out for its no-code Chrome extension that scrapes any website (including YouTube) in three steps, plus Claygent for AI-powered web research.
Key criteria for choosing a YouTube scraper: ease of use, transparent pricing, and whether the tool supports bulk scraping and data export formats like JSON, CSV, or XML.
Clay's paid plans start at $185/month (Launch), with a free forever tier available to get started.

Best YouTube Scraping Tools: In-Depth Reviews

To compile our list and maintain objectivity, we've analyzed dozens of tools, consulted industry experts and influencers, and checked out user reviews on major platforms. As a result, our team selected the following four tools:

Clay

Oxylabs' YouTube API

Bright Data YouTube Scraper

Apify YouTube Scraper

We'll discuss each tool's most notable features, pricing, and potential drawbacks to help you choose the right option. ✅

1. Clay

Clay is a sales automation platform with plenty of options revolving around web scraping. The platform doesn't have a dedicated YouTube scraper, but it has something better: a Chrome extension that can pull data from any website and platform, including YouTube.

Here's how to scrape a YouTube page with Clay's Chrome extension in three steps:

Download the extension

Open the specific YouTube page you want to scrape

Run the extension and save data in your Clay table

The extension doesn't require a single line of code so everyone can use it with ease. 🧑‍🤝‍🧑

Another scraping feature is Claygent, Clay's AI web scraper that can search all over the internet to find the data you need. Its mechanism is similar to ChatGPT as you use prompts to 'communicate' with Claygent and ask questions.

If you're all about saving time, you can try one of Clay's numerous web scraping templates to complete specific tasks with minimal effort. 🌟

All these scraping features come at an excellent price. Besides a free forever plan that lets you try out the platform, you have four paid options:

Launch: $185/month

Growth: $495/month

Enterprise: Custom pricing

As for drawbacks, some users have reported that writing prompts for Claygent can be a little tricky at first, but they agree that the platform is amazing all around.

✔️ Easy-to-use Chrome extension

✔️ Claygent, an AI web scraper

✔️ Web scraping templates

✔️ Flexible prices

2. Oxylabs' YouTube API

Oxylabs is a premium proxy service offering various cutting-edge web scraping solutions, including YouTube API, a dedicated product for extracting YouTube data. The product is a part of Web Scraper API that lets you collect public data from the majority of websites with specialized APIs.

With YouTube API, you can collect info such as:

Comments

Channels

Video descriptions

Subscriber count

Playlists

The API is easy to use: you send the URL you want to scrape, and Oxylabs will return the page's HTML within seconds.

Another capability worth highlighting is that YouTube API lets you extract data from multiple pages simultaneously, with up to 5,000 URLs per batch. This is excellent for everyone who wants to scrape at scale. 📈

If you want to scrape YouTube at specific times, leverage the service's scheduler to automate work and receive data automatically. You'll get notifications as soon as scraping is completed so that you can continue your work right away. ☑️

In terms of pricing, this YouTube scraping API offers two tiers: Regular and Enterprise. The Regular tier offers a free one-week trial and three paid options:

Micro: $49/month

Starter: $99/month

Advanced: $249/month

The Enterprise tier has four pricing options:

Venture: $499/month

Business: $999/month

Corporate: $2,000/month

Custom: $10,000/month

Although the service offers numerous pricing plans, many users mention it's still too costly, especially compared to platforms with similar options.

✔️ Dedicated YouTube scraping API

✔️ Scheduler

✔️ Easy to use

3. Bright Data YouTube Scraper API

Bright Data offers web scraping and proxy services, including YouTube Scraper API. With it, you can scrape data such as:

YouTube search queries

Video descriptions

Comments

Video counts

The scraper automatically detects data structures to ensure targeted extraction. It also has impressive data parsing capabilities, so it converts raw HTML info into structured data for easier navigation and analysis.

Bulk request handling is another option users get with this YouTube scraper API. You can scrape multiple pages at once without server overload. 👌

As the service relies on proxies to scrape data, it can efficiently avoid CAPTCHA and IP blocks and access geo-restricted content while remaining anonymous, giving users total scraping freedom. 💪

Flexible pricing is another perk: the price can be as low as $0.001 per record, depending on the domain type and the number of records.

In terms of drawbacks, some user reviews mention occasional lower speed, which could lead to scraping bottlenecks.

✔️ Automatic data detection

✔️ Data parsing capabilities

✔️ Bulk request handling

4. Apify YouTube Scraper

Apify is a web scraping and automation tool with plenty of solutions for extracting data. It offers a solution called Actors: cloud-based programs that 'act' (scrape data) based on a specific script.

The Actor playing the leading role in our reviews is Apify YouTube Scraper, which lets users extract data like:

Channels

Playlists

Search results

Video descriptions, titles, likes, metadata, view count, and comments

You can scrape YouTube either by URL or term search: you input keywords to extract relevant YouTube search results.

Once you scrape the data you're interested in, you can download it in different formats, such as JSON, HTML, XML, and CSV. Apify also offers other YouTube-related scrapers, such as YouTube Shorts Scraper and YouTube Comment Scraper, but they aren't as comprehensive.

The platform's pricing is quite complex: you have five subscription options:

Free

Starter: $49/month

Scale: $499/month

Business: $999/month

Enterprise: Custom

On top of the monthly subscription, you pay extra to rent your Actors (in this case, YouTube Scraper). How much you'll pay depends on the resources needed to extract data. If you opt for the free plan, you can't rent Actors, so you'll need at least the Starter subscription.

Besides the complex pricing, another potential drawback is the learning curve: users reported that using the scrapers can be complicated if you aren't tech-savvy.

✔️ Several scraping options

✔️ Simple interface

✔️ Flexible export

❌ Complicated for some users

❌ Complex pricing

How to Choose the Right YouTube Scraper

Choosing the right YouTube scraper can be tricky, so here are a few criteria to consider before you make a decision:

Ease of use: The right tool shouldn't have a steep learning curve or require months of training. If you're not a programmer, look for no-code scrapers you can use without hassle

Price: Look for a tool with transparent and flexible pricing plans. Ideally, it should offer a free forever plan or at least a free trial so you can explore its functionalities and interface before committing

Additional functionalities: Find a tool that goes beyond scraping and lets you handle other processes like data enrichment or message creation

One tool that meets these criteria is Clay: it combines an intuitive interface with affordable pricing and impressive scraping, enrichment, and message personalization options. 🏆

Why Clay Should Be Your Go-To Tool

The beauty of Clay lies in its versatility: in addition to YouTube, it can scrape data from virtually any website and social media platform. This gives you the upper hand because you can get data from various sources and ensure its accuracy and reliability.

Another testament to Clay's versatility is that the platform offers much more than scraping. You get options such as:

✅ Integrations with 50+ platforms: Pull data from any of Clay's integrations without paying for separate subscriptions or leaving the platform

✅ Waterfall enrichment: Search data sources one by one to find the desired info, thus minimizing costs and enhancing data coverage

✅ AI enrichment: Summarize research, make interferences, and train AI in Clay for better results

✅ AI email drafter: Create hyper-personalized messages based on the data you've scraped and impress your recipients

Clay is primarily a sales automation platform, so it's ideal for generating leads and reaching out to them. As it covers various processes, it's an excellent option for everyone, from individuals who want to scrape YouTube data to see how their videos are performing to enterprises that want to zero in on the competition.

Whatever your goal is, Clay's features can help you save time and resources. Here's one of many glowing user reviews:

Set up Your Clay Account

Now that you're familiar with Clay's functionalities, the only thing left to do is create an account. Here's how to do it:

Go to the signup page 👈

Provide the required information

Explore Clay's features

If you'd like to learn more about Clay before committing, visit Clay University: detailed feature walkthroughs will help you decide if Clay is the right fit. You should also join the Slack community and subscribe to the newsletter to stay in the loop and discover how others use the platform. 🥰

Frequently Asked Questions

Can I scrape YouTube without writing any code?

Yes. Clay's Chrome extension lets you scrape any YouTube page in three steps with no coding required. You download the extension, open the YouTube page you want to scrape, and run the extension to save data directly to your Clay table.

What data can a YouTube scraper extract?

Depending on the tool, you can extract video titles, descriptions, view counts, likes, comments, channel info, subscriber counts, playlists, and search results. Tools like Apify also support export in formats such as JSON, CSV, XML, and HTML.

Can I scrape YouTube at scale or in bulk?

Yes. Oxylabs' YouTube API supports up to 5,000 URLs per batch, and Bright Data's scraper handles bulk requests without server overload. Clay's Claygent can also run research tasks across many records simultaneously inside a Clay table.

What URL format should I use when scraping YouTube?

Most tools accept standard YouTube URLs for videos, channels, and playlists. Apify also supports keyword-based term search, so you can input search terms instead of specific URLs to extract relevant results.

💡 Bonus read: Want to learn more about web scraping in general and extracting data from specific platforms? Check out our guides below:

TikTok scraper

Facebook scraper

Scraping Instagram followers

Twitter scraper

Facebook group scraper

Instagram scraper

YouTube has over two billion users worldwide, and each day, these users watch more than one billion hours of YouTube content. Besides watching videos, users leave comments, read video descriptions, and explore different channels available on the platform.

Collecting data such as video descriptions, search results, and comments from YouTube can help you conduct market research, analyze video performance or audience behavior, or achieve another goal.

To avoid manually copying and pasting this data, you can use a YouTube scraper to complete the job.

In this guide, we'll single out the top four YouTube scrapers to help you choose the most reliable and efficient options. We'll also discuss a tool that goes beyond YouTube scraping and lets you collect data from all over the internet. 💪

TL;DR

The top four YouTube scrapers reviewed here are Clay, Oxylabs' YouTube API, Bright Data YouTube Scraper API, and Apify YouTube Scraper.
Clay stands out for its no-code Chrome extension that scrapes any website (including YouTube) in three steps, plus Claygent for AI-powered web research.
Key criteria for choosing a YouTube scraper: ease of use, transparent pricing, and whether the tool supports bulk scraping and data export formats like JSON, CSV, or XML.
Clay's paid plans start at $185/month (Launch), with a free forever tier available to get started.