8 Best TikTok Scrapers in : Which One Is Best?

With over a billion people using TikTok every month, it’s no surprise that the platform is full of valuable insights for creators, marketers, and researchers. From viral videos to popular hashtags, there’s a lot to explore—but collecting and organizing all that data isn’t easy.

That’s why TikTok scrapers exist. These tools help you quickly gather data from profiles, videos, and hashtags without any hassle.

In this guide, we’ll highlight the best TikTok scrapers available in 2025. We’ll explain what they do, how they work, and their key benefits, so you can find the right one for your needs.

My List Of Best TikTok Scrapers of 2025🤩

1. Bright Data

Bright Data’s TikTok scraper is a top choice for extracting data from TikTok with high reliability. It uses Bright Data’s large proxy network, allowing smooth data collection while reducing the risk of IP bans.

Users can tailor their scraping tasks to gather specific details like video stats, hashtags, and user profiles. Its ability to get past TikTok’s anti-scraping protections makes it great for businesses needing large-scale, accurate data collection.

The platform also supports real-time scraping, helping businesses track TikTok trends, influencer performance, and audience engagement as they happen. While it’s a powerful tool for enterprise users, its high cost and technical setup make it more suitable for those with the budget and expertise to handle it.

Read Ultimate Bright Data Review to Learn more about it

Pros

Vast proxy network for secure and uninterrupted scraping.
Real-time data collection for dynamic analysis

Cons

Expensive, tailored for enterprises.
Requires technical expertise for advanced setups.

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2. Smartproxy

Smartproxy is a budget-friendly choice for scraping TikTok data. It uses rotating residential proxies to ensure smooth and reliable data collection, making it a great option for small and medium-sized businesses.

With Smartproxy, users can easily extract important TikTok data, including user profiles, hashtags, and video stats, without needing advanced technical skills. The platform is simple to use, even for beginners, and helps businesses gather insights without much hassle.

Its affordability and flexibility make it ideal for those just starting with TikTok data analysis. However, it doesn’t offer advanced scraping features, and users may need to rely on additional tools for more complex data extraction tasks.

Pros

Affordable pricing for small to mid-sized projects.
Rotating proxies ensures smooth operation.

Cons

Limited advanced features for large-scale tasks.
Requires third-party scraping tools.

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3. Oxylabs

Oxylabs provides a premium TikTok scraping solution designed for enterprises and large-scale operations. Its massive proxy pool and AI-driven tools make it highly effective at bypassing TikTok’s anti-bot measures and collecting data from restricted accounts.

This scraper can handle dynamic content effortlessly, offering users access to reliable data for trend analysis, influencer monitoring, and audience engagement.

Oxylabs’ customizable features allow users to target specific data points and regions, making it ideal for businesses with complex requirements.

While its robust capabilities are perfect for enterprise use, the tool’s high cost and technical requirements might not suit smaller businesses or casual users.

👉Read In-depth Oxylabs Review

Pros

AI-powered tools for accurate data extraction.
Large proxy pool with geo-targeting options.

Cons

Expensive for small-scale users.
Requires advanced technical knowledge.

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4. Apify

Apify offers a cloud-based TikTok scraper that’s both efficient and user-friendly. Its pre-built scrapers simplify data collection, allowing users to extract video details, hashtags, and comments without coding knowledge.

Apify also supports exporting data in multiple formats, such as JSON, CSV, and Excel, making it easy to integrate with other tools or workflows.

This platform is well-suited for small—to medium-sized businesses or individuals who need a straightforward scraping solution. However, due to its limited scalability, Apify may fall short for large-scale projects requiring advanced customizations or real-time data.

Pros

Pre-built TikTok scraper for quick setup.
Cloud-based, eliminating local resource needs.

Cons

Limited customization for advanced projects.
Scalability issues for very large operations.

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5. ParseHub

ParseHub is a visual scraper that supports easy extraction of TikTok data. Its point-and-click interface makes it highly accessible to non-technical users, while its ability to handle dynamic content ensures that users can collect data reliably.

With features like scheduling, users can automate recurring scraping tasks, making it an excellent choice for small businesses or individuals.

ParseHub excels at extracting video statistics, user profiles, and hashtags. However, its limited scalability and lack of advanced customization options make it less suitable for large-scale projects or enterprise-level operations.

Pros

Intuitive point-and-click interface for non-technical users.
Scheduling feature for automated scraping tasks.

Cons

Limited scalability for enterprise-level projects.
Lacks advanced customization options.

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6. WebHarvy

WebHarvy is a visual scraping tool designed to make TikTok data extraction simple and efficient. With its point-and-click interface, users can scrape video statistics, hashtags, and comments without needing to write code.

The tool also supports scheduling, allowing users to automate data collection tasks over time.

While WebHarvy is ideal for small-scale projects, its capabilities are limited for users with more complex or large-scale data scraping needs. Advanced users may find its lack of customization and scalability restrictive for high-demand tasks.

Pros

Easy-to-use point-and-click interface.
Scheduling feature for recurring scraping tasks.

Cons

Not suitable for large-scale scraping operations.
Limited customization for advanced users.

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7. ScraperAPI

ScraperAPI is a versatile solution for TikTok scraping, automating tasks like proxy rotation, CAPTCHA solving, and session handling. It integrates seamlessly with most scraping frameworks, allowing developers to focus on data extraction rather than backend logistics.

This API is well-suited for dynamic content scraping and supports geo-targeted data collection.

While ScraperAPI is scalable for both small and large projects, its reliance on external tools for scraping may limit its appeal for users looking for an all-in-one solution.

Pros

Handles CAPTCHA solving and proxy rotation automatically.
Integrates easily with existing scraping frameworks.

Cons

Requires external tools for scraping setup.
Limited built-in features for end-to-end scraping.

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8. Phantombuster

Phantombuster offers pre-built TikTok scraping workflows that simplify data extraction for non-technical users. Its cloud-based platform allows users to collect data like hashtags, user profiles, and video details without any setup.

The API integration also supports advanced use cases, making it a flexible solution for both beginners and developers.

PhantomBuster Overview Best TikTok Scrapers

While Phantombuster is excellent for small to medium-sized projects, its premium features and advanced functionality may require a higher-tier subscription, which could be a limitation for budget-conscious users.

Pros

Pre-built workflows for quick data collection.
API integration for advanced use cases.

Cons

Advanced features require higher-tier plans.
Limited scalability for enterprise operations.

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How to Pick the Best TikTok Scraper?

Ease of Use: Go for a tool that’s easy to navigate and set up without hassle.
Features: Make sure it can scrape videos, profiles, hashtags, and comments—all the essentials.
Compliance: Check if it respects data privacy laws and TikTok’s rules.
Scalability: If you need to collect a lot of data, pick one that can handle the workload.
Export Options: Look for tools that let you download data in formats like CSV or JSON.
Cost: Compare prices and find one that fits your budget.
Support: Choose a tool with solid customer support or clear documentation to guide you.

FAQs: Best TikTok Scrapers 2025

1. Do I need coding skills to use a TikTok scraper?

Not always. Some tools are user-friendly, while others (like Python-based scrapers) require coding.

2. Can I scrape TikTok for free?

Yes, some tools offer free trials or limited free use, but advanced features often require payment.

3. Are there risks in using a TikTok scraper?

Yes. Risks include IP bans, legal issues, and breaking TikTok’s terms of service.

4. Is it legal to scrape TikTok?

It depends. Scraping public data is usually okay, but scraping private data or violating TikTok’s terms can be illegal.

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Conclusion

TikTok scrapers have become invaluable tools for businesses and researchers aiming to extract actionable insights from the platform. For 2025, Bright Data, Smartproxy, and Oxylabs stand out as top-tier choices for their reliability and scalability.

Tools like Apify, ParseHub, and Phantombuster offer user-friendly solutions for smaller projects. When selecting a TikTok scraper, consider your technical expertise, project size, and budget to find the perfect fit for your needs.