How to Scrape TikTok Profiles in 2026 (Step-by-Step Guide)
To scrape a TikTok profile, open tiktok.com/@username in Chrome, click the InsightSocial extension, choose Videos, set how many (50, 100 or 250 per run) and Latest or Popular, and click Scrape. Each row has the caption, views, likes, comments, shares, music, duration and date. You can also export the account's followers or following. Export to Excel, CSV, JSON or Google Sheets; exports are free up to 500 rows a month.
Introduction
TikTok profile data can show:
- Influencer reach and engagement
- Content trends and viral patterns
- Competitor strategies
- Audience behavior
In this guide, you'll learn how to extract TikTok profile data using InsightSocial, a free Chrome extension that requires no coding or API access.
Why Scrape TikTok Profiles?
Influencer Marketing Research
Before partnering with a TikTok creator, you need data:
- Follower count and growth trends
- Average engagement rates
- Content themes and quality
- Posting frequency
Manually collecting this takes hours. Scraping automates the process.
Competitive Analysis
Track what competitors are doing on TikTok:
- What content formats work for them
- Which hashtags they use
- How often they post
- Their engagement benchmarks
Content Research
Find inspiration by analyzing successful accounts:
- What makes videos go viral
- Trending sounds and effects
- Caption strategies
- Optimal video lengths
What Data Can You Extract?
On a profile, InsightSocial's TikTok Profile Scraper offers three choices, one per run:
| Choice | One row per | Fields |
|---|---|---|
| Videos | video | Video ID and URL, caption (with its hashtags), music title and author, views, likes, comments, shares, duration, upload time, and the creator's username, display name, avatar and verified badge |
| Followers | follower | Username, display name, bio, avatar, follower count, total likes, verified badge |
| Following | followed account | The same fields as Followers |
Step-by-Step: How to Scrape TikTok Profiles
Step 1: Install InsightSocial
Add the extension to Chrome and pin its icon to the toolbar.
Step 2: Navigate to a TikTok Profile
Go to TikTok.com and visit any profile:
https://www.tiktok.com/@username
The extension works with any public profile: creators, brands, or personal accounts. Private accounts show nothing to scrape unless you follow them.
Step 3: Open InsightSocial
Click the InsightSocial icon in your toolbar. The sidebar opens on the right side of your screen.
InsightSocial automatically detects you're on a TikTok profile and shows TikTok-specific options.
Step 4: Configure Your Extraction
Choose Videos, then how many: 50, 100 or 250 per run.
Pick the sort order, the same two tabs TikTok shows on the profile:
- Latest: most recent videos first
- Popular: the videos TikTok ranks as most popular
Step 5: Start Scraping
Click Scrape. The extension scrolls the video grid and the panel shows videos as they are captured. Depending on the count, a run takes a few minutes.
Step 6: Export Your Data
When the run finishes, open it on your results page and export to Excel, CSV, JSON or Google Sheets.
Tips for Better TikTok Scraping
Start with Popular Sort
When researching a new account, start with "Popular" sort to see their best-performing content first.
Export Regularly
TikTok metrics change constantly. Export data periodically to track trends over time.
Combine with Spreadsheet Analysis
After export:
- Calculate engagement rate: (Likes + Comments + Shares) / Views
- Identify top hashtags with pivot tables
- Chart posting frequency over time
Legal Considerations
Scraping publicly available TikTok data is generally permitted for:
- Research and analysis
- Competitive intelligence
- Legitimate business purposes
However:
- Review TikTok's Terms of Service
- Don't scrape private or restricted content
- Use data responsibly
- Consult legal counsel for commercial use
FAQ
Can I scrape a private TikTok account? Only if you follow it and TikTok shows you its videos. The extension reads what your own browser session sees; it cannot open content TikTok hides from you.
Can I get a creator's email? Not from this export. The Followers and Following exports include each account's bio, so an email a creator writes in the bio comes through as text.
How many videos can I export? Pick 50, 100 or 250 per run. Very old videos on a large account can take a while to load, so start with 100.
Can I export all of an account's followers? TikTok often serves only the first few dozen accounts of a followers list, however far you scroll. Treat a follower export as a sample of the audience.
What's Next?
Now that you can scrape TikTok profiles, explore these related guides:
- TikTok Competitor Analysis Guide: Compare multiple accounts
- Competitor Analysis Use Case: Strategic frameworks
- TikTok Video Scraper: Deep dive into video data
Conclusion
With InsightSocial you can export a TikTok account's videos with their metrics, or its followers, without code.
Start by installing the free Chrome extension and scraping your first TikTok profile today.
Have questions about TikTok scraping? email our support team.