13 Best TikTok Scraper: Powerful Data Extractors in 2025

In the fast-paced world of social media, TikTok is the undisputed epicenter of culture and trends. With over a billion active users, it has become a powerful engine for viral marketing, brand building, and consumer engagement. For marketers, researchers, and data analysts, TikTok is a treasure trove of real-time data on consumer behavior, emerging trends, and content performance. Understanding this data is the key to unlocking massive growth opportunities.

However, the sheer volume and velocity of content on TikTok make manual analysis impossible. How do you track the performance of a viral hashtag, analyze the content strategy of a competitor, or identify the next wave of rising influencers? The answer lies in a new class of powerful data extraction tools: TikTok scrapers.

These specialized web scrapers are designed to navigate TikTok’s complex infrastructure, automatically extracting valuable public data at scale. They can pull everything from video engagement metrics and user profile information to comment sentiment and hashtag performance. This data fuels market research, competitive analysis, influencer marketing campaigns, and much more.

But TikTok, like other major platforms, has sophisticated anti-bot defenses. Scraping its data requires tools that can handle these challenges, from rotating proxies to bypassing CAPTCHAs. This guide will explore the 13 best TikTok scrapers in 2025, from enterprise-level data platforms to developer-friendly APIs and no-code solutions, helping you find the right tool to harness the power of TikTok data.

What is TikTok Scraping?

TikTok scraping is the automated process of extracting public data from the TikTok platform. A scraper, or bot, systematically browses TikTok—accessing profiles, hashtags, and videos—to collect specific data points and organize them into a structured format like a CSV file or database.

Key data points that can be extracted include:

•Video Data: Video URLs, descriptions, music used, and engagement metrics (likes, comments, shares, views).

•User Profile Data: Usernames, bios, follower/following counts, and a list of all their videos.

•Hashtag Data: A collection of all videos associated with a specific hashtag, along with their performance metrics.

•Comment Data: The full text of comments on a video, which can be used for sentiment analysis.

This data provides invaluable insights for brands and marketers looking to understand the TikTok ecosystem. However, it is crucial to note that automated data collection is against TikTok’s Terms of Service. Using these tools responsibly and ethically is essential to avoid being blocked.

The 13 Best TikTok Scrapers in 2025

Our list covers a diverse range of tools, each with unique strengths, designed to meet different needs and technical skill levels.

1. Bright Data

Bright Data is the industry heavyweight in web data collection, offering a robust, enterprise-grade platform for scraping at a massive scale. When reliability and data quality are non-negotiable, Bright Data is the top choice.

Key Features:

•Dedicated TikTok Scraper: Offers a pre-built data collector specifically for TikTok, capable of pulling comprehensive data from profiles, hashtags, and videos.

•Best-in-Class Proxy Network: Utilizes its enormous network of residential and mobile proxies to ensure the highest success rates and avoid blocks.

•Structured Data Delivery: Delivers clean, structured data in your desired format (JSON, CSV, etc.), ready for analysis.

Pricing: Premium, enterprise-focused pricing with pay-as-you-go and subscription models.

Who is it for? Large brands, market research firms, and hedge funds that require large-scale, highly reliable TikTok data for strategic analysis.

2. Apify TikTok Scraper

Apify is a powerful and flexible cloud platform for web scraping and automation. Its TikTok Scraper is one of the most popular and well-maintained tools available, offering a great balance of power, ease of use, and affordability.

Key Features:

•Comprehensive Data Extraction: Can scrape a wide range of data, including user profiles, video lists, hashtags, and comments.

•Cloud-Based and Scalable: Runs entirely in the cloud, allowing you to schedule scrapes and run them 24/7. It can be scaled to handle very large jobs.

•Generous Free Tier: Apify’s free plan is perfect for smaller projects and for testing the platform’s capabilities before committing to a paid plan.

Pricing: A generous free tier is available. Paid plans start at $49 per month, making it accessible for a wide range of users.

Who is it for? Developers, marketers, and researchers who need a reliable, scalable, and affordable cloud-based solution for TikTok data extraction.

3. Decodo (formerly Smartproxy)

Decodo, the new brand for Smartproxy’s scraping tools, offers a developer-focused API that is both powerful and affordable. It is designed to provide real-time data from protected sites like TikTok with minimal fuss.

Key Features:

•Specialized TikTok Scraping API: A dedicated API endpoint for TikTok that returns structured data, simplifying the development process.

•Large Residential Proxy Pool: Leverages a high-quality pool of residential proxies, which is crucial for successfully scraping TikTok.

•Competitive Pricing: Offers some of the most cost-effective plans for a high-performance scraping API.

Pricing: Competitively priced subscription plans that offer excellent value.

Who is it for? Developers and tech-savvy businesses looking for a fast, reliable, and budget-friendly API to integrate TikTok data into their applications.

4. Octoparse

For those who don’t write code, Octoparse is a leading no-code web scraping tool. It provides a visual, point-and-click interface that makes it possible for anyone to build a powerful scraper.

Key Features:

•Visual Scraper Builder: An intuitive interface that lets you build a scraper by simply clicking on the data elements you want to extract.

•Pre-built TikTok Templates: Offers ready-to-use templates for scraping TikTok, which can be easily customized for your specific needs.

•Cloud-Based Scraping: Run your scraping tasks in the cloud with automatic IP rotation to avoid getting blocked.

Pricing: Octoparse has a free plan for small projects. Paid plans start at $75 per month.

Who is it for? Marketers, researchers, and business analysts who need to extract TikTok data but do not have the technical skills to write code.

5. ScrapingBee

ScrapingBee is a popular web scraping API that is known for its ease of use and its ability to handle JavaScript-heavy websites. It takes care of the hard parts of scraping, like running headless browsers and rotating proxies.

Key Features:

•JavaScript Rendering: Can fully render web pages, just like a real browser, which is essential for scraping modern web apps like TikTok.

•Proxy Rotation: Automatically rotates proxies for each request to avoid IP bans.

•Easy to Use API: A simple and well-documented API that is a favorite among developers.

Pricing: Plans start at $49 per month, with a free trial available.

Who is it for? Developers who want a simple and reliable API that can handle the complexities of scraping JavaScript-heavy sites like TikTok.

6. ScrapeGraphAI

ScrapeGraphAI represents the next generation of scraping tools, using Large Language Models (LLMs) to understand the structure of a webpage and extract the desired data. It is an open-source Python library that is perfect for developers who want to be on the cutting edge.

Key Features:

•AI-Powered Scraping: Instead of writing complex selectors, you simply describe the data you want in natural language.

•Graph-Based Extraction: Understands the relationships between different data points on a page, leading to more robust and accurate scraping.

•Open Source: A free and flexible tool for developers who want to build custom scraping solutions.

Pricing: Free and open source.

Who is it for? Python developers who are excited by the potential of using AI for web scraping and want a flexible, modern tool for their projects.

7. Browse AI

Browse AI is a no-code platform that allows you to train a robot to perform actions on any website, including scraping data from TikTok. It is designed to be incredibly user-friendly, allowing you to create a scraper in just a few minutes.

Key Features:

•Record and Replay: Simply show Browse AI what you want to do by recording your actions, and it will turn them into a repeatable automation.

•Monitoring and Integration: Set up monitors to run your scraper on a schedule and integrate the data with Google Sheets or other applications via webhooks.

•Easy to Use: One of the simplest and most intuitive scraping tools on the market.

Pricing: Offers a free plan for a limited number of credits, with paid plans for higher usage.

Who is it for? Non-technical users, marketers, and operations professionals who need a quick and easy way to extract data from TikTok without any coding.

8. Firecrawl

Firecrawl is a modern, developer-focused scraping tool that is designed to be a complete solution for crawling and extracting data from websites. It can handle everything from sitemaps to individual pages and returns clean, structured data.

Key Features:

•All-in-One Crawling Solution: Can crawl an entire website or scrape specific pages, returning data in a clean Markdown or JSON format.

•API-First Design: Built for developers to easily integrate into their workflows.

•Modern and Fast: A new tool built with modern technology for high performance.

Pricing: Offers a free tier, with paid plans for larger-scale crawling and scraping.

Who is it for? Developers who want a modern, all-in-one API for their crawling and scraping needs, including extracting data from TikTok.

9. ScrapeStorm

ScrapeStorm is a powerful, AI-powered visual web scraping tool that works on Windows, macOS, and Linux. It is a desktop application that offers a rich set of features for scraping complex websites like TikTok.

Key Features:

•AI-Powered Scraping: Can automatically identify the data on a page, reducing the need for manual configuration.

•Visual Point-and-Click Interface: An intuitive interface for building scrapers without code.

•Enterprise-Grade Features: Offers features like IP rotation, CAPTCHA solving, and scheduled scraping.

Pricing: Has a free starter plan, with paid plans for more advanced features and higher limits.

Who is it for? Users who prefer a desktop application and want a powerful, AI-assisted visual scraping tool for their data extraction tasks.

10. Scrapfly

Scrapfly is a web scraping API that provides a suite of tools to help developers overcome the challenges of scraping, including anti-bot protection, JavaScript rendering, and proxy management. It is a strong competitor to ScrapingBee and ScraperAPI.

Key Features:

•Anti-Scraping Protection Bypass: Employs a range of techniques to avoid being blocked by sophisticated anti-bot systems.

•Residential Proxies: Offers a large pool of residential proxies for scraping sensitive targets like TikTok.

•Python and TypeScript SDKs: Provides easy-to-use SDKs to make integration with your projects seamless.

Pricing: Offers a free trial, with competitive pricing plans based on usage.

Who is it for? Developers who need a robust and feature-rich scraping API with excellent tools for bypassing anti-bot measures.

11. TikTok Scraper (Chrome Extension)

For quick and simple data extraction tasks, a browser extension can be the perfect tool. The TikTok Scraper on the Chrome Web Store allows you to easily download data from TikTok directly within your browser.

Key Features:

•One-Click Extraction: Easily scrape user profiles, video lists, and comments with a single click.

•Export to CSV: Download the extracted data into a CSV file for easy analysis in Excel or Google Sheets.

•Free and Simple: The easiest and most straightforward way to get started with TikTok scraping.

Pricing: Free or a low one-time cost.

Who is it for? Marketers, researchers, or anyone who needs to quickly grab data from a few TikTok profiles or videos without the complexity of a larger tool.

12. GitHub Open Source Scrapers

For developers who are comfortable with the command line and want a free, customizable solution, there are several excellent open-source TikTok scrapers available on GitHub. The most popular one is drawrowfly/tiktok-scraper.

Key Features:

•Free and Open Source: No cost, and you can modify the code to fit your exact needs.

•Powerful Command-Line Interface: Scrape videos, profiles, and hashtags directly from your terminal.

•Community Maintained: Benefits from contributions from a community of developers, though it can sometimes fall behind TikTok’s updates.

Pricing: Free.

Who is it for? Developers and data scientists who want a free, powerful, and highly customizable tool for scraping TikTok and are comfortable with a command-line interface.

13. ScrapeCreators

ScrapeCreators offers a dedicated API specifically for scraping creator economy platforms like TikTok, YouTube, and Instagram. It is designed to provide reliable, structured data without the hassle of building and maintaining your own scrapers.

Key Features:

•Dedicated TikTok API: A reliable API that is always kept up-to-date with TikTok’s changes.

•Structured Data: Returns clean, structured JSON data, ready for your application.

•Hassle-Free: You don’t have to worry about proxies, CAPTCHAs, or scraper maintenance.

Pricing: Subscription-based, with different tiers based on the volume of data you need.

Who is it for? Businesses and developers who need a reliable source of TikTok data and prefer to pay for a managed API service rather than build their own scraping infrastructure.

Fan-Out Queries Answered

1.Is it legal to scrape TikTok? Scraping public data is in a legal gray area. It is against TikTok’s Terms of Service, and they can block you. Using a professional service with high-quality proxies is the safest way to scrape.

2.What is the best free TikTok scraper? Apify offers the best free tier for a cloud-based scraper. For a completely free option, an open-source tool from GitHub is the most powerful choice for developers.

3.Can I download TikTok videos without the watermark? Some specialized open-source tools and APIs claim to be able to do this, but it is a difficult and often unreliable process.

4.How do I scrape comments from a TikTok video? Most of the top tools, including Apify and Bright Data, can extract the full text of all comments on a specific video.

5.What is the best way to scrape TikTok hashtags? A dedicated scraper like Apify or Bright Data can be configured to pull all the videos associated with a specific hashtag, along with their performance data.

6.Do I need proxies to scrape TikTok? For any serious or large-scale scraping, yes. TikTok will quickly block your IP address if you send too many requests. A large pool of residential proxies is essential.

7.What is the difference between a scraping API and a no-code tool? An API is for developers to integrate into their own code. A no-code tool has a visual interface and is for non-technical users.

8.Can I get data on a user’s followers? This is very difficult and often not possible with most tools, as TikTok heavily protects this data.

9.How do I get historical data on a TikTok trend? You would need to set up a scraper to run on a regular schedule to collect data over time. It is generally not possible to get historical data that you haven’t already collected.

10.What is the best data to scrape for influencer marketing? Look for user profiles with high engagement rates (likes and comments relative to follower count) and a consistent history of posting high-performing videos in your niche.

The Final Verdict: Choosing Your TikTok Data Extractor

TikTok is a goldmine of cultural and consumer data, and a powerful scraper is the tool you need to extract it. The right choice for you in 2025 will depend on your technical skills, budget, and the scale of your data needs.

For enterprises and large brands that require the highest level of reliability and data quality for strategic market research, Bright Data is the undisputed leader. Its robust infrastructure and dedicated TikTok scraper provide an unmatched solution for large-scale data extraction.

For developers and tech-savvy businesses, a scraping API offers the perfect blend of power and convenience. Apify provides a fantastic, scalable cloud platform with a great free tier, while Decodo offers a fast and affordable API for real-time data.

For marketers, researchers, and non-technical users, a no-code tool is the way to go. Octoparse offers a powerful and flexible visual scraping environment, while Browse AI provides an incredibly simple way to automate data collection.

And for developers on a budget who are comfortable with open-source tools, a GitHub project like drawrowfly/tiktok-scraper offers immense power and flexibility for free.

By selecting the right tool for your needs, you can move beyond simply watching trends and start analyzing them. You can transform the chaotic, fast-moving world of TikTok into a structured, actionable source of data that will give you a decisive edge in the competitive landscape of 2025.