The best TikTok scraper tools in 2026 are Bright Data, Decodo, Apify, Oxylabs, ScraperAPI, Octoparse, and Zyte. Bright Data is the best overall TikTok scraper because it provides dedicated scrapers for TikTok profiles, posts, comments, and Shop data. Decodo is a strong value option, while Apify is better for automation, AI agents, and ready-made scraping workflows. For users without coding experience, Octoparse is the best no-code TikTok scraper.
Best TikTok Scrapers by Use Case
- Best overall: Bright Data
- Best value TikTok scraping API: Decodo
- Best for automation and AI agents: Apify
- Best for TikTok Shop data: Oxylabs
Best TikTok Scraper Tools Compared
Compare the leading TikTok scraping tools by use case, TikTok-specific functionality, output format, and starting option.
| TikTok Scraper | Best For | TikTok-Specific Tool | Main Output Formats | Starting Option |
|---|---|---|---|---|
| Bright Data | Best overall | Yes | JSON, NDJSON, CSV | 5,000 free records monthly; pay-as-you-go available |
| Decodo | Best value API | Yes | JSON, HTML, CSV, XHR | Free plan with 2,000 standard requests; paid plans from $19/month |
| Apify | Automation and AI workflows | Yes | JSON, CSV, Excel, HTML | TikTok Actor pricing from approximately $1.70 per 1,000 results |
| Oxylabs | TikTok Shop scraping | Yes | Parsed data and raw HTML | Free trial of up to 2,000 results |
| ScraperAPI | Simple developer integration | Partially | HTML, text, Markdown, JSON | Free credits; paid plans from $49/month |
| Octoparse | No-code scraping | Yes | Excel, CSV, JSON, Google Sheets | Free plan; paid plans from $83/month |
| Zyte | Flexible general scraping | No dedicated parser | Raw HTML and browser-rendered output | Usage-based pricing |
How We Picked and Ranked These TikTok Scrapers
We evaluated seven TikTok scraper tools based on data completeness, reliability, integrations, and real cost. We checked support for public profiles, videos, comments, hashtags, engagement metrics, music data, and TikTok Shop products.
Pricing was verified directly from each provider’s official website in 2026. Where tools charge by credits, requests, records, or compute units, we compared the estimated effective cost rather than only the advertised starting price.
Data completeness carried the most weight. Tools that manage proxies, browser rendering, retries, and TikTok page changes also ranked higher.
We also reviewed independent benchmark data where available. No provider paid for placement, and affiliate commissions do not affect the rankings.
Here Comes the Top 7 Best TikTok Scraper Tools
Tool type: Dedicated scraping APIs and datasets
Starting price: 5,000 free records monthly; pay-as-you-go from $1.50 per 1,000 successful records
Bright Data is the best overall option for businesses that need more than a basic TikTok profile scraper. It provides dedicated tools for collecting data from TikTok profiles, posts, comments, and TikTok Shop pages.
Users can provide profile, post, or other supported TikTok URLs and receive structured results rather than building their own parsers. Data can be delivered through an API, webhook, cloud storage, or downloadable files in formats such as JSON, NDJSON, and CSV.
Its TikTok tools can return information such as usernames, biographies, follower metrics, captions, engagement data, comments, product details, ratings, pricing, and seller information. Available fields depend on the scraper and target type.
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Tool type: Social Media Scraping API
Starting price: Free allowance of 2,000 standard requests; paid plans from $19 per month
Decodo, formerly known as Smartproxy, offers a Social Media Scraping API that can collect public data from TikTok and other social platforms.
Its TikTok capabilities include public profiles, biographies, posts, hashtags, and engagement-related information. Decodo handles proxy infrastructure, retries, JavaScript rendering, and request management, helping users avoid maintaining their own scraping stack.
The service supports several response types, including JSON, HTML, CSV, XHR, and screenshots, depending on the selected product and configuration. It also offers prebuilt templates and integrations designed for developers and AI workflows.
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Tool type: Cloud scraping platform with ready-made Actors
Starting price: TikTok Scraper Actor from approximately $1.70 per 1,000 results
Apify provides ready-made cloud scrapers called Actors. Its maintained TikTok Scraper can extract data from videos, profiles, users, hashtags, and music pages without requiring users to build an entire scraper from scratch.
The TikTok Actor can be run manually from Apify Console or connected through an API, Node.js SDK, Python SDK, webhooks, schedules, and automation platforms. Results can be exported in JSON, CSV, Excel, XML, or HTML formats.
Apify also provides separate Actors for specific tasks such as TikTok comments, profiles, hashtags, and video downloads. However, Actor quality, maintenance, and pricing may vary because some tools are maintained by Apify while others are built by third-party developers.
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Tool type: Web Scraper API with TikTok Shop targets
Starting price: Free trial of up to 2,000 results; paid pricing varies by request type
Oxylabs offers TikTok scraping through its Web Scraper API. Its dedicated TikTok targets are primarily designed for TikTok Shop product pages, search results, and URLs.
The API can collect ecommerce information such as product names, prices, ratings, sales information, seller details, descriptions, and other available product-page data. Users can receive raw HTML or parsed results depending on the selected target and parsing configuration.
Oxylabs manages proxies, browser rendering, retries, and anti-bot infrastructure. It is therefore more suitable for teams that want to collect TikTok Shop data without maintaining browsers and proxy pools internally.
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Tool type: General web scraping API
Starting price: Free credits available; paid plans from $49 per month
ScraperAPI is a general-purpose scraping service rather than a fully structured TikTok data provider. Developers send a TikTok URL to its API, while ScraperAPI manages proxies, retries, geotargeting, CAPTCHA handling, and JavaScript rendering options.
The service can return page HTML and also supports text or Markdown output for certain use cases. Markdown output can be useful when public page information will be processed by an LLM, retrieval system, or text-analysis pipeline.
However, ScraperAPI does not provide the same ready-made TikTok profile, post, comment, and Shop schemas as dedicated providers. Developers may still need to identify, parse, validate, and normalize the required fields.
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Tool type: Desktop and cloud-based no-code scraper
Starting price: Free plan; Standard plan from $83 per month when billed monthly
Octoparse allows users to scrape TikTok without writing Python or JavaScript. It provides ready-made templates for collecting profile, video, hashtag, and comment data.
Users can enter TikTok URLs or search inputs, run a template, and export results to Excel, CSV, JSON, databases, or Google Sheets. Cloud scheduling is available on supported plans for recurring data collection.
Some Octoparse TikTok templates use separate pay-per-line pricing. For example, certain profile or TikTok data templates may charge based on every 1,000 extracted lines. Users should therefore calculate both the subscription price and template usage costs.
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Tool type: General-purpose web scraping API
Starting price: Usage-based; browser-rendered requests cost more than standard HTTP requests
Zyte API combines proxy management, automatic retries, browser rendering, geolocation, and request optimization in one developer-focused product.
Unlike Bright Data or Apify, Zyte does not provide a dedicated TikTok data schema for profiles, posts, comments, or Shop products. Developers generally retrieve the page and create their own extraction logic.
Zyte uses website-specific and request-specific pricing. Public pay-as-you-go rates for browser-rendered requests are higher than standard HTTP requests, and TikTok pages may require browser rendering depending on the target and desired data.
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FAQs
Does TikTok permit data collection?
TikTok, like other social media sites, works hard to protect its data. Its terms of service say you cannot scrape data from the platform. If TikTok catches you doing this, your account may be blocked.
However, according to intellectual property laws, collecting data from platforms like TikTok is usually legal.
How can I avoid getting blocked while scraping TikTok?
To avoid being blocked, use a good proxy network, follow rate limits, and act like a human. Some tools can automatically change your IP and use browser fingerprinting to help avoid detection.
What are the risks of using a TikTok scraper?
Potential risks include IP bans, rate limits, and legal issues if not used responsibly. It's important to choose a reputable tool and use it ethically.
