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Tiktok
Scraping Teardown

Find out everything you need to know to reliably scrape Tiktok,
including scraping guides, Github Repos, proxy performance and more.

Tiktok Web Scraping Overview

Tiktok implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.

Scraping Summary

TikTok is a popular video-sharing social networking service where users can share brief, creative videos. As a prominent public content provider, it's a popular target for web scraping, particularly for insights on trends and influencers' performance. TikTok uses measures to combat web scraping, including dynamic loading of content and script-based barriers. You can attempt scraping on TikTok with the use of tools that can handle dynamic content, like selenium or scrapy. Captchas, API rate limiting, and the need to login to access some content can add to the difficulty of scraping this site. From a parsing perspective, TikTok presents more challenges due to dynamic CSS selectors and content loaded via AJAX calls.

8 / 10

Scraping Difficulty
The difficulty score indicates how easy the website is to scrape.

Best Tiktok Proxies

Proxy statistics and optimal proxy providers for scraping Tiktok. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.

P

Proxy API Providers

Compare the top proxy providers for scraping Tiktok. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
ScrapeStack
Cost Per Million:
$79
Success Rate:
100%
Avg. Success Latency:
1.3s

ScrapeOps Proxy API Aggregator

Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Proxy API Comparison

Compare multiple proxy providers side-by-side using the last 7 days of Tiktok proxy performance data gathered with the ScrapeOps Proxy API Aggregator.

Best Provider
ScrapeStack
Best Performance
ScrapeStack
Best Success Rate
ScrapeStack
Cheapest
ScrapeStack
Proxy ProviderEnabled Functionality
Cost/
Performance Score
Success Rate
Avg. Success
Latency
API Credits
CPM
Provider Plan
ScrapeOpsAccess all providers above through the ScrapeOps Proxy API Aggregator. We automatically match you to the best provider for each request. Learn more →
ScrapeStack-100.0100%1.3s1 credit$79
Basic
($19/month)
Scrapingant-70.3100%3.3s1 credit$190
Enthusiast
($19/month)
Scrapingdog-36.4100%2.5s1 credit$200
Lite
($40/month)
ScrapingBee-29.5100%2.5s1 credit$327
Freelance
($49/month)
ScraperAPI-19.280%6.9s1 credit$490
Hobby
($49/month)
Scrape.Do-14.135%16.7s1 credit$290
Basic
($29/month)
Zyte API-11.645%18.1sTier 3$430
PAYG
($43)
ZenRows
Residential
6.358%4.8s10 credits$1,290
Startup
($129/month)
Scrapfly-1.152%22.7s29 credits$2,610
Enterprise
($500/month)
R

Residential Proxy Providers

Compare the top residential and mobile proxy providers for scraping Tiktok. See which providers offer the best performance, success rates, and value for your web scraping needs.

Best Provider:
Coming Soon
Cost Per Million:
Coming Soon
Success Rate:
Coming Soon
Avg. Success Latency:
Coming Soon

ScrapeOps Residential Proxy Aggregator

Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.

Residential Proxy Performance Comparisons

We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Tiktok.

Tiktok Anti-Bots

Anti-scraping systems used by Tiktok to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.

Detected 1 Anti-bot system

Akamai

Akamai Bot Manager is a bot detection and blocking system that is able to detect bad bots whilst leaving good bots through. Akamai Bot manager can be bypassed using a number of bypassing techniques.

9/ 10

Bypass Difficulty

Bypass Options

Tiktok Data

Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.

Data Types

No data types found

Public APIs

Not Available
Free API

API Description

TikTok offers a set of partner focused APIs such as the TikTok Developer Tools, TikTok Login Kit, and TikTok Marketing API. These endpoints allow selected partners to publish content, run ads, manage creator accounts, and access basic performance metrics. However, TikTok does not provide a general purpose data API for developers who want public video metadata, trending information, influencer analytics, hashtag data, or search results. Access is heavily restricted, and most data needed for analytics, research, or product development is not exposed through any official API.

Access Requirements

Most endpoints require partner approval. Ads related APIs require an Ads Account. Public content data is not available through official APIs.

API Data Available

Basic Ads Metrics (Marketing API)
Creator Management Tools (restricted)
Video Publishing For Approved Partners
Login And Authentication Via TikTok Login Kit

Why People Use Web Scraping?

Although TikTok provides limited partner focused APIs, these do not expose public content or allow large scale programmatic access to videos, comments, or search results. The platform does not offer endpoints for discovering trending hashtags, ranking information, or broad influencer datasets. For competitive research, trend tracking, market analysis, or building recommendation engines, developers use web scraping to access public video pages, user feeds, search results, and engagement data. Scraping provides a practical path for gathering the information that TikTok does not offer through any official interface.

Tiktok Lawsuits

Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.

Lawsuits Summary

Tiktok has been involved in 3 legal disputes related to web scraping, primarily targeting companies and individuals who scrape its product data, pricing information, and customer reviews without authorization.

Found 3 lawsuits

In-App Browser Data Collection Class Action
pending

A class action lawsuit alleges TikTok unlawfully collected private user data through its in-app browser. The browser allegedly monitored user interactions with third-party websites, including keystrokes and clicks.

Plaintiff

Multiple plaintiffs

Defendant

TikTok Inc.

Date filed

1 Oct 2024 - Ongoing

Legal Basis
Privacy Violation

Griffith v. TikTok Inc.
pending

Bernadine Griffith filed a class action lawsuit against TikTok Inc. and ByteDance Inc. for allegedly collecting data from non-TikTok users visiting third-party websites with TikTok SDK installed. The lawsuit claims TikTok unlawfully intercepted and saved private data, even when privacy settings were enabled to block tracking.

Plaintiff

Bernadine Griffith

Defendant

TikTok Inc. and ByteDance Inc.

Date filed

1 Jun 2023 - Ongoing

Legal Basis
Privacy Violation

Griffith v. TikTok Inc.
pending

A class action lawsuit alleges that TikTok and its parent company, ByteDance, unlawfully intercepted and collected personal data from non-TikTok users visiting third-party websites containing the TikTok Software Development Kit (SDK). The data in question was collected without user consent, raising significant privacy concerns.

Plaintiff

Bernadine Griffith

Defendant

TikTok Inc. and ByteDance Ltd.

Date filed

1 Jun 2023 - Ongoing

Legal Basis
Privacy Violation

Tiktok Github Repos

Find the best open-source scrapers for Tiktok on Github. Clone them and start scraping straight away.

Language
Code Level
Stars
Last updated 2 months ago

TikTok-Live-Connector is a Node.js library that enables users to receive real-time live stream events from TikTok LIVE. It connects to TikTok's internal Webcast push service, allowing access to chat comments, gifts, and various viewer events without requiring user credentials.

Language:
typescript
Code Level:
professional
Created
3 years ago
1.8K Stars
402 Forks
Maintained
Last updated 2 months ago

TikTokLive is an unofficial API wrapper for TikTok LIVE that allows users to connect to any TikTok livestream and fetch data such as comments and viewer interactions. With features like asynchronous event listeners, it facilitates real-time interaction with TikTok's live video streams.

Language:
python
Code Level:
professional
Created
3 years ago
1.3K Stars
253 Forks
Last updated 3 months ago

Douyin_TikTok_Download_API is a high-performance asynchronous scraping tool that retrieves data from Douyin, TikTok, and Bilibili, offering features to parse and download content online. It supports API calls for bulk processing, allowing users to download videos and images without watermarks.


Page Types: Product Page, Article, User Profile, Video Page

Language:
python
Code Level:
professional
Created
4 years ago
15K Stars
0 Forks
Last updated 4 months ago

The PHP Tiktok scraper is a tool that allows you to gather user and video data from the Tiktok platform through its API. It provides functionalities for retrieving user profiles, video details, search results, and hashtag media content.


Page Types: User Profile, Video Page, Search results

Language:
php
Code Level:
immediate
Created
6 years ago
70 Stars
30 Forks
Unmaintained
Last updated 1 year ago

Scraper is a Nodejs library that allows users to extract data from various websites using simple HTTP requests. It includes multiple built-in scrapers for platforms such as Facebook, Instagram, TikTok, and many others.


Page Types: Media Page, Video Page, News Page

Language:
typescript
Code Level:
professional
Created
4 years ago
136 Stars
79 Forks
Unmaintained
Last updated 1 year ago

tiktok-scraper is a lightweight tool that efficiently fetches and downloads video posts, user information, and music from TikTok. It allows users to retrieve data about videos, users, and hashtags with various fetching options, including watermark preferences.


Page Types: User Profile, Product Page

Language:
typescript
Code Level:
immediate
Created
3 years ago
102 Stars
28 Forks
Unmaintained
Last updated 1 year ago

tiktok_downloader is a library that facilitates the downloading of TikTok videos without watermarks. It provides various methods and CLI options for users to access and save videos from TikTok links.

Language:
python
Code Level:
immediate
Created
4 years ago
331 Stars
90 Forks
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Tiktok Web Scraping Articles

Find the best web scraping articles for Tiktok. Learn how to get started scraping Tiktok.

Language
Code Level

Researchers Scrape 2 Billion Discord Messages and Publish Them Online

This article discusses how researchers scraped over 2 billion Discord messages using Discord's public API, providing insights into the scale and implications of such data collection. It highlights the ethical concerns surrounding the anonymization of user data and the availability of private chat histories online.

1 min to read

404media.co

Beef mince meal prep recipes: one pot four ways

This article provides a tutorial on how to prepare a versatile batch of beef mince that can be transformed into four different healthy meals, catering to budget-conscious diners. It emphasizes the practicality and efficiency of meal prep, aligning with contemporary cooking trends.

1 min to read

smh.com.au

Scrape TikTok Video Data | Full Guide 2025 - Detailed Steps

This article shows how to scrape TikTok to obtain video information, detailing the process from code implementation to data extraction. It also emphasizes the benefits of using a powerful scraping API for enhanced efficiency and accuracy in data collection.

python

1 min to read

scrapeless.com

How to Scrape TikTok to Obtain Video Information? - DEV Community

This article shows how to scrape TikTok to obtain video information that can be used for trend analysis, lead generation, and sentiment analysis. The guide provides detailed instructions and code examples using a Python scraper to extract various data points from TikTok videos.

python

1 min to read

dev.to

How To Scrape TikTok in 2025

This tutorial demonstrates how to scrape TikTok for various data types, such as profiles, posts, comments, and search results, through hidden TikTok APIs or hidden JSON datasets. It provides detailed code examples using Python, leveraging libraries to bypass scraping blocks effectively.

python

1 min to read

scrapfly.io

A Comprehensive Guide to Scraping TikTok for Product Trends

This article provides a comprehensive guide on how to scrape TikTok for product trends that can significantly enhance eCommerce strategies. By utilizing TikTok's API and following best practices, businesses can tap into real-time market insights and consumer behavior.

python

1 min to read

aftership.com

How to scrape TikTok data in 2025

This article shows how to efficiently scrape TikTok data, providing step-by-step instructions to extract data like videos, profiles, and hashtags without needing to use TikTok's API. It details the process using the TikTok Data Extractor available on the Apify platform, making it accessible even for those without coding experience.

python, javascript

1 min to read

apify.com

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Tiktok Web Scraping Videos

Find the best web scraping videos for Tiktok. Learn how to get started scraping Tiktok.

Language
Code Level

This video tutorial demonstrates how to use the TikTok Scraper to extract various types of data from TikTok, such as subtitles, metadata, likes, and views by inputting search terms, hashtags, or profile handles. It also covers the steps to set up and run the scraper on the Apify platform, including exporting and scheduling data retrieval.

Published
3 months ago
4 min Length
22 Likes
896 Views

This tutorial teaches how to scrape TikTok profiles and posts using n8n and Apify, detailing end-to-end integration of scraping into automated workflows. Viewers will learn to connect n8n to TikTok scrapers, execute scraping tasks, and retrieve the results for further analysis and notifications.

javascript
apify
n8n
Published
4 months ago
12 min Length
45 Likes
1.6K Views

This tutorial teaches how to automate web scraping tasks using various steps, including grabbing posts and editing fields within an Airtable integration. It also covers troubleshooting common issues, downloading videos, and transcribing data with Google Docs and language models.

Published
10 months ago
33 min Length
182 Likes
8.1K Views

This tutorial demonstrates how to effectively scrape data from social media platforms using various techniques and APIs. It covers the use of proxies to handle requests efficiently and ensure data accuracy.

Published
10 months ago
3 min Length
7 Likes
621 Views

This tutorial teaches viewers how to use the TikTok Comment Scraper from Apify to extract comments, likes, replies, and commenter attributes from TikTok videos. It provides a step-by-step guide on how to set up and run the scraper to gather useful data for sentiment analysis and marketing research.

Published
1 year ago
3 min Length
73 Likes
5.4K Views

This tutorial demonstrates how to scrape data from TikTok profiles using the TikTok Profile Scraper from the Apify Store. Viewers will learn to collect data on posts associated with specific hashtags, including creator information and total views for the hashtag.

Published
1 year ago
3 min Length
40 Likes
1.9K Views

This tutorial demonstrates how to scrape data from TikTok sounds using the TikTok Sound Scraper from Apify. Viewers will learn to extract video IDs, text, author information, music metadata, and other relevant data points for analysis and marketing purposes.

Published
1 year ago
3 min Length
15 Likes
1.2K Views
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