Ever tried to gather TikTok data like trending videos or popular hashtags but found it tough? I have! I used to struggle with collecting and analyzing content by hand.
It took forever and felt frustrating. Then I found some of the best TikTok scraper tools, and everything changed!
You won’t believe how these tools make it super easy to get data automatically. In this blog, I’ll show you my top seven scraper tools suitable for TikTok. These tools save me hours and make my work so much simpler.
Let’s dive in!
Key Takeaways
- Make sure you follow TikTok’s terms of service.
- Don’t overload TikTok with too many requests.
- Use a tool with IP rotation to avoid blocks.
- Protect the data you collect from unauthorized access.
- Only scrape public data and avoid sensitive information.
- Update your tool if TikTok changes its API.
- Use the data ethically, like for research, not spam.
What are the TikTok Scraper Tools?
TikTok extractor/ scraper tools help you gather TikTok public data without endless scrolling or manual notes. They collect:
✅ Trending hashtags
✅ User profiles
✅ Video views and likes
✅ Comments and shares
These tools make data collection fast and easy. This is ideal for businesses and creators who want TikTok insights.
Benefits of TikTok Scraping Tools
⏰No more manual collection of data.
💡Easily track trends, hashtags, and popular content.
📊Useful for marketing or content strategy.
📈Allows you to focus on creating instead of collecting data.
👨💻 Many tools are simple to set up and use.
Variety of Scraping Tools
TikTok scraping is an automatic way to collect public data. Here’s how it’s done:
- No-Code Tools: Simple, point-and-click tools with templates. Great for small tasks but slower for big projects.
- Web Scraping APIs: Powerful tools that send requests to TikTok. There is the usage of proxies to avoid blocks. They’re fast and flexible for larger data needs.
- Build Your Own Scraper: If you know coding, you can create a custom scraper. This gives control but needs tech skills and ongoing work.
How TikTok Scrapers Work: Step-by-Step Guide
🔍 Search for Data: Input what you want to scrape, like hashtags or user profiles.
⚙️ Set Filters: Some tools allow you to filter based on likes, comments, or dates.
📤 Start Scraping: The tool then starts collecting public data from TikTok.
💾 Export Results: Download the collected data in formats like CSV or JSON.
📈 Analyze the Data: Now, you can use the information for analysis and insights.
Here Comes the Top 7 Best TikTok Scraper Tools
With nearly 2 billion users, TikTok is packed with trending videos across every genre. If you’re into vlogging and marketing, then scraping TikTok data helps you quickly gather insights like video links, hashtags, and shares to stay on top of trends.
Here’s a list of my favorite tools, chosen for their performance, ease of use, and pricing options.
Below, you’ll find a brief description and performance comparison to help you choose the best one.
Comparison Table: Pricing & Free Trials
Scraper Tool | Starting Price | Free Trial |
|---|---|---|
Bright Data | $1 per 1,000 records (Pay-as-you-go) | Yes, 20 free API calls |
Apify | $45/month (Basic Plan) | 4 days (no credit card required) |
Smartproxy | $2 per 1,000 requests | 7-day trial |
Nimble | $3 per 1,000 requests (CPM) | Free trial available |
Stevesie | $89.99/month | Free forever, 10 rows/day |
Infatica | $25/month | 7 days, 5,000 requests |
Octoparse | $119/month (Standard Plan) | 14-day premium trial |
Comparison Table: Key Features
Feature | Bright Data | Apify | Smartproxy | Nimble | Stevesie | Infatica | Octoparse |
|---|---|---|---|---|---|---|---|
Coding Required | Some setup | No | Some setup | No | No | No | No |
IP Rotation | Automatic | Yes | Yes | Yes | Yes | Yes | Yes |
Data Format Options | JSON, CSV, NDJSON | JSON, CSV, Excel | HTML, JSON | JSON, HTML | JSON, CSV | JSON, CSV, XLSX | Excel, CSV |
Support | 24/7 | Regular updates | 24/7 | VIP for Pro & Enterprise | 24/7 | 24/7 | 24/7 |
Main Advantage | High accuracy | Beginner-friendly | High success rate | AI-powered parsing | Browser-based, easy | Geo-targeting | Auto-detect fields |
1. Bright Data (4.6/5) ⭐⭐⭐⭐⭐
From my experience, Bright Data is the best tool for scraping TikTok data. It’s super strong and easy to adjust. I used Bright Data’s TikTok Scraper API to get data like account info, video views, and hashtags.
I didn’t worry about getting blocked or stuck because Bright Data manages things like proxies and anti-blocking for me. For my big projects, it kept working smoothly without slowing down.
Whenever I needed data from one account or thousands, it handled it all. It’s a great tool that saves me time and gives me solid data, hassle-free.
Why Bright Data is One of the Best TikTok Scraper API
✅Want user profiles, post details, and engagement rates - Bright Data grabs it all
✅Full control over data scraping
✅Automatic IP rotation to avoid blocks
✅99.99% uptime ensures smooth performance
✅ Meets data privacy laws like GDPR and CCPA
✅Get your data in JSON, CSV, or NDJSON—whatever works best for you.
✅ Provides clean and accurate data, so you don’t need to double-check.
✅24/7 support whenever you need help
What’s Not So Cool
❌Pricing can be high for small users compared to some other scrapers.
Pricing
Starting Cost: Pay-as-you-go at $1 per 1,000 records
Free Trial: Yes for all the plans, 20 free API calls to try.
My Performance Test 📈
I tested Bright Data's performance in scraping TikTok posts by profile URL, focusing on response time, pricing, and scalability.
Test Parameters | Performance Details |
|---|---|
Response Time | Average of 24 seconds per input |
Pricing | $0.001 per record |
API Limitations | - Keyword: Up to 200 posts per input - Profile URL: Up to 5000 posts per input |
Data Accuracy | 98% (in this test) |
Data Formats | JSON, CSV |
Reliability | Stable and consistent API |
In addition, you can check out this insightful blog to get a detailed Bright Data Scraping Browser Review.
2. Apify (4.3/5) ⭐⭐⭐⭐⭐
Apify is another great tool for scraping TikTok data. It’s easy to use and powerful for collecting all kinds of TikTok information. I can quickly get video stats, hashtags, user profiles, and comments, all in one place.
Plus, setting it up was simple, even for me as a beginner. Apify makes it easy to track trends, follow influencers, and see how videos perform. I can also export the data in a clear format, so it’s ready to use in other tools or reports.
Why Apify is One of the Top TikTok Scrapers?
✅No coding required
✅Simple setup for scraping with hashtags, profiles, or video URLs
✅ Automatically handles large data requests without slowing down
✅ Exports data in JSON, CSV, Excel, and other formats
✅ Runs on the cloud so you don’t need your own servers
✅Option to download TikTok videos directly to the dataset
✅Pre-made scraping templates for easy customization
✅ Compatible with popular tools like Zapier, Google Drive, and Slack
✅ Regular updates and a supportive team for help
What’s Not So Cool
❌The free plan has $5 worth of credits, which is not enough for very large tasks.
Pricing
Free Trial: 4 days with no credit card required
Basic Plan: Starts at $45/month after the trial
My Performance Test 📈
I used Apify’s TikTok Scraper to gather data on one hashtag, and it worked perfectly. It finished in 6 seconds, cost only $0.004, and got all the data I needed.
3. Smartproxy (4.6/5) ⭐⭐⭐⭐⭐
Imagine you want to follow viral TikTok trends for your brand. With Smartproxy's TikTok Scraper, you can quickly grab data on trending hashtags and videos. It uses millions of IPs, so you won’t get blocked.
It works in real-time or at scheduled times, and you only pay for successful requests. Smartproxy helps you stay on top of trends easily and safely!
Why Smartproxy is the Best TikTok Scraper Tool
✅ 100% success rate
✅ Real-time or on-demand data collection – Scrape data whenever you need it
✅ No CAPTCHAs – No interruptions while scraping
✅Choose between synchronous or asynchronous scraping
✅ Avoid getting blocked with smart IP rotation
✅ Works smoothly with tools like Python, PHP, and Node.js
✅ Results in HTML or JSON – Choose the format that fits your needs
✅ 24/7 tech support – Help is available whenever you need it
What’s Not So Cool
❌A bit of setup is needed for beginners
Pricing
- Free 7-day trial: ($0/ 1K req)
- Starting Price: $2.00 per 1,000 requests
14-Day Money-Back Guarantee: Get a refund if not satisfied
My Performance Test 📈
Test Parameters | Performance Details |
|---|---|
Data Accuracy | 99.8% |
Request Success Rate | 100% (no failed requests) |
Response Time | 2-3 seconds per request |
Data Collection Speed | 1,000 records in under 2 minutes |
IP Rotation Efficiency | No blocks encountered |
Format Options | HTML and JSON (both tested) |
API Integration Time | Under 10 minutes |
4. Nimble (4.1/5) ⭐⭐⭐⭐⭐
Nimble’s TikTok Scraper is great for tracking viral trends and analyzing content fast. It collects data like video stats, hashtags, and comments easily. Nimble makes it easy to scrape large amounts of data without worrying about getting blocked.
It uses strong, stable IPs that keep scraping super smooth. The API is easy to add to any project. If you’re a marketer or analyst, you’ll get quick, reliable data using this scraper.
Why Choose Nimble's TikTok Scraper?
✅Quickly gathers data with optimized, speed-sensitive IPs
✅Over 98% success rate
✅Pay for only successful requests
✅Collect data whenever you need it
✅ AI-powered parsing ensures precise data extraction
✅Easily track, manage, and analyze your activity
✅ No bandwidth limits
✅ VIP support is available for Professional and E
What Could Be Improved
❌ Costs can add up quickly if you need high volumes
❌ Monitoring & VIP support is only for high plans
Pricing
Free Trial: Try out Nimble’s TikTok Scraper with a free trial.
Starting Price: Pay as you go, starting at $3 per 1,000 requests (CPM).
Test Parameters | Performance Details |
|---|---|
Response Time | 0.25 seconds per request |
Success Rate | 98% |
Data Types Collected | Video metrics, comments, hashtags |
Data Delivery Format | JSON, HTML |
5. Stevesie (4.7/5) ⭐⭐⭐⭐⭐
I tried Stevesie to scrape TikTok data, and it worked amazingly well. What I liked the most was how simple it was. You just open TikTok in your browser, capture your activity, and then export the data to a file. No technical setup needed.
This made it super easy to collect all kinds of TikTok data, like comments, influencers, hashtags, and even music details. Plus, I didn’t have to worry about using proxies or getting banned, which is always a hassle with other scrapers.
It also felt safe because Stevesie captures data from your browser activity, not directly from TikTok. I could access and download data fast without worrying about breaking TikTok's rules.
Why Stevesie Is Great for TikTok Scraping
✅ No complex setup or code to run.
✅ Directly download data in CSV and JSON formats.
✅ Scrapes from your web activity, avoiding bans.
✅ Works with HAR Files. Just export data from the "Network" tab
✅ Unlimited Data Scraping. No restrictions or risk of getting blocked.
✅ Try features with up to 10 rows per day for free.
A Few Things to Consider
❌The free tier only lets you download a small amount of data.
❌The quality of extracted data depends on your browsing and recording.
Pricing
Free Trial: $0 / Forever (Limited to 10 rows of data per day.)
Basic Plan: $89.99 / month
My Performance Test 📈
Performance Metric | Test Result |
|---|---|
Data Collection Speed | 1,000 items in 90 seconds |
Accuracy Rate | 98% - Minimal data gaps |
Error Rate | Low - 2 out of 1,000 items missed |
File Conversion Time | 10 seconds for JSON to CSV conversion |
IP Stability | Strong - No blocks or bans encountered |
6. Infatica (4.3/5) ⭐⭐⭐⭐⭐
When I looked for a reliable TikTok scraper, I found Infatica’s Scraper API. Right away, it stood out because of its balance between power and simplicity.
Setting it up was simple, and the results were very accurate. This made it easy for me to gather TikTok data without any extra hassle.
Plus, their 24/7 support team was always there to help, which gave me confidence in using the tool.
Why Infatica is One of the Best TikTok Scraper API
Here’s why I think Infatica is one of the best TikTok scraper tools:
✅ Over 40 million IPs help avoid IP bans and CAPTCHAs.
✅ Access 100+ global locations with geo-targeting options.
✅ Fast scraping with up to 1 Gbps bandwidth.
✅ Supports JSON, CSV, and XLSX data formats.
✅ Easy-to-use API that’s great for beginners and advanced users.
A Few Downsides
Here’s what could be improved with Infatica:
❌ Some useful features like bulk scraping are only available in premium plans.
Pricing Plans
- Infatica offers a free trial with limitations (5,000 requests for 7 days)
Paid plans start at $25 per month
My Performance Test 📈
Performance Metric | Details |
|---|---|
Setup Time | 5-10 minutes |
Data Accuracy | 98% accurate data |
Average Response Time | 2-3 seconds per request |
IP Rotation Speed | 1-2 seconds |
CAPTCHA Bypass Success Rate | 90% |
Support Response Time | Under 5 minutes (24/7 support) |
7. Octoparse (3.0/5) ⭐⭐⭐⭐⭐
Are you not a coding expert but want to scrape TikTok data? Octoparse might be just what you need! When I looked for a simple tool to get TikTok data without coding, Octoparse stood out. It’s made for people who don’t know coding.
With Octoparse, scraping is easy. I just paste a TikTok link, and the tool handles the rest. It even has an auto-detect feature, which finds the data fields for me.
There are also many preset templates, so starting a project is super quick. With just a few clicks, I can pick what data I want, like video titles or comments, without needing any coding skills.
Why Octoparse is Great for TikTok Scraping
✅ No coding needed – Perfect for beginners.
✅ Auto-detect feature – Automatically finds data fields for scraping.
✅ Preset templates – Quickly extract data without extra setup.
✅ Export options – Save data in Excel, CSV, or other formats.
✅ IP rotation & CAPTCHA-solving – Helps avoid blocks while scraping.
Drawbacks to Consider
❌ Can be costly – Premium plans are on the pricier side.
❌ Free plan limitations – Limited tasks and data rows on the free plan.
Pricing
- Pricing starts at: $119/month for the Standard plan.
- Free Plan: Allows basic tasks and up to 10,000 rows per export.
- Premium Trial: 14 days free to try premium features.
- 5-Day Money Back Guarantee on All Octoparse Plans
My Performance Test 📈
Test Metric | Details |
|---|---|
Data Accuracy | 95% accuracy in data extraction |
Speed (per 100 entries | 3-5 minutes |
Support Response Time | Within 15-30 minutes (24/7 support) |
Compatibility (Platforms) | Windows, Mac |
Free Trial Performance | Limited to small projects, 10 tasks |
How to Collect Data from TikTok: Step-by-step Guide
Here's a quick, simple guide to collecting data from TikTok:
Step 1: Decide on the Data You Want
- Think about your goal for collecting TikTok data: sales, marketing, or something else.
- Decide which data to collect: user profiles, videos, comments, or hashtags.
- Figure out the amount of data you need.
Step 2: Choose a Collection Method
- Pick the best tool based on your skill level: a scraping API, a web scraper tool, or a custom script.
- Use a Scraper Tool: Choose and set up a tool to get the TikTok data.
- Write a Script: Write code to pull data from TikTok’s website or API.
- Get API Access: If using TikTok's API, sign up for a developer account, apply for access, and start collecting public data.
Step 3: Analyze Your Data
- Remove any unnecessary info.
- Use tools to understand comments and trends.
- Check against other data to get a fuller picture.
Is It Legal to Scrape TikTok?
Yes, it’s legal to scrape data from TikTok, but only if you follow the rules.
Here’s a simple breakdown of what you need to know:
- Check TikTok’s terms of service to understand what’s allowed.
- Check the Robots.txt File. This file tells you which pages you can scrape. Just enter https://www.tiktok.com/robots.txt to see TikTok's guidelines.
- Only collect the data you need. Avoid scraping large amounts all at once.
- Don’t collect personal info, like names or contact details. Follow data laws like GDPR (EU) and CCPA (California) for safe, legal data collection.
Technical Challenges and Solutions for TikTok Scraping
Rate Limits on API Requests:
- TikTok limits the number of requests you can make in a certain time.
- Solution: Use strategies like throttling (slowing down), caching (storing data temporarily), and prioritizing requests to avoid exceeding the limits.
Anti-Scraping Technologies:
- TikTok uses CAPTCHAs, blocks IP addresses, and checks user agents to stop scraping.
- Solution:
- Change your IP address frequently to avoid being blocked.
- Use services that can solve CAPTCHAs for you.
- Use headless browsers.
Changes to the API:
- TikTok may change how its API works, which could break your scraping code.
- Solution: Always check the API documentation and update your script when changes happen.
Wrapping Up: Which Tool is Right for You?
So, coming to this point, I can assume that you now have at least a pretty good idea of the best TikTok Scraper Tools.
For Maximum Customization: Go for Bright Data, Smarproxy, and Nimble. |
For Beginners: Apify, Octoparse, or Infatica work best. |
For Budget-Friendly Option: Octoparse and Stevesie are great if you want a more affordable solution. |
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.
