TikTok scraper for video data and engagement metrics

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What this robot does
How to scrape TikTok video data in 4 steps
What can you do with TikTok video data?
What data does this TikTok scraper extract?
Frequently asked questions
Get more data by pairing with these robots

What this robot does

TikTok is the fastest-growing social media platform globally, with over a billion monthly active users and an algorithm that can turn any video viral overnight. For marketers, creators, and researchers, understanding what performs on TikTok requires data - engagement patterns, audience sentiment, creator profiles, and community interactions. But TikTok's official API is restrictive, and the platform does not provide any kind of bulk data export.

This TikTok scraper extracts data from individual video pages: the video description, creator name and profile link, music link, and a complete breakdown of all comments including commenter details, comment text, timestamps, and engagement. Whether you are analyzing influencer content, tracking campaign performance, studying audience sentiment, or researching trending formats, this robot gives you structured TikTok data to work with.

What automated TikTok video data extraction enables:

✓ Engagement metrics from any TikTok video - views, likes, comments, shares - captured as structured data instead of manual screenshots.
✓ Influencer evaluation using real performance data: compare engagement rates across creator videos instead of relying on follower counts alone.
✓ Hashtag and trend analysis: extract videos from trending hashtags and analyze which content formats and topics drive the most engagement.
✓ Campaign tracking: extract performance data from branded content and influencer partnership videos to measure ROI.

Position	Commenter Nickname	Comment	Comment Date	Comment Likes Count
#1	john_doe	This is absolutely fire! 🔥	2024-01-15	245
#2	sarah_creator	Love this so much, following!	2024-01-14	189
#3	tech_reviewer	Amazing content, when's the next one?	2024-01-14	156
#4	alex_fan	Can't stop watching this!	2024-01-13	98
#5	creative_mind	Inspiring work, thanks for sharing	2024-01-13	67

How to scrape TikTok video data in 4 steps

No TikTok API access, no developer credentials, and no coding required. Paste a video URL and the robot extracts the engagement data.

A free Browse AI account (no credit card needed).
The URL of a TikTok video page you want to extract data from.

Create your Browse AI account in under a minute. No credit card required. You will find this prebuilt robot in the robot library ready to use.

Paste the TikTok video URL

Copy the URL of any TikTok video - from any creator, any niche, any region - and paste it into the robot. Queue multiple video URLs to analyze content across a creator's profile or compare engagement metrics across different videos.

Run the robot

Hit run. The robot loads the TikTok video page and extracts the description, creator name, profile link, music link, and all comments with full details including commenter names, usernames, comment text, dates, and like counts.

Connect integrations or export your data

Your TikTok data is ready for analysis. Push to Google Sheets for engagement tracking, sync to Airtable for a content performance database, or route through Zapier into your social media analytics platform.

Ready to get started?

Try this robot free →

What can you do with TikTok video data?

TikTok engagement data drives content strategy, influencer marketing, and trend research:

Influencer vetting: Extract engagement data from a creator's recent videos. Calculate average view-to-like ratios and comment rates to evaluate audience quality beyond follower counts.
Content strategy: Analyze which video topics, formats, and hashtags drive the most engagement in your niche. Use the data to plan your own TikTok content calendar.
Campaign measurement: Track performance of branded content and influencer partnerships. Extract metrics from campaign videos to calculate reach and engagement ROI.
Trend analysis: Extract data from trending videos and hashtag challenges. Understand what makes content go viral - formats, lengths, topics, and timing.
Competitive benchmarking: Compare your TikTok video performance against competitors. Track views, likes, and shares across similar content types.
Hashtag research: Analyze which hashtags appear on the highest-performing videos. Build data-driven hashtag strategies instead of guessing.

📣

Social media marketers

Make data-driven TikTok content decisions. Analyze video performance across your niche to understand what engages audiences.

🤝

Influencer marketing teams

Evaluate TikTok creators using real engagement data. Go beyond follower counts to assess genuine audience interaction on their videos.

🎬

TikTok creators and content teams

Benchmark your content against competitors. Track what formats, topics, and hashtags drive the most views and engagement.

📊

Social media researchers

Build datasets of TikTok engagement metrics for trend analysis, platform research, or academic studies on short-form content.

What data does this TikTok scraper extract?

Each TikTok video page yields these structured data fields:

Field	What it contains
Description	The text caption posted with the video.
Music Link	The URL link to the sound or music track used in the video.
Username	The TikTok username of the video creator.
Profile Link	The URL link to the creator's TikTok profile.
Caption	The full text caption posted with the video.
Position	The order position of the comment in the comments section.
Commenter Nickname	The display name of the person who commented.
Commenter Username	The TikTok username of the person who commented.
Commenter Link	The URL link to the commenter's TikTok profile.
Comment	The text content of the comment.
Comment Date	The date and time the comment was posted.
Comment Likes Count	The total number of likes the comment has received.

TikTok view and engagement counts update in real time. The data reflects the state at extraction time. Schedule regular runs on the same videos to track how engagement grows over time.

Frequently asked questions

What is a TikTok scraper?
A TikTok scraper extracts data from TikTok video pages - descriptions, creator profiles, music information, and detailed comment threads with commenter details - and exports it as structured data for analysis and tracking.

Do I need a TikTok API key?
No. This robot works without any TikTok API credentials. It visits the video page directly and extracts the displayed data.

Can I extract data from any TikTok video?
Yes. As long as the video is publicly visible, this robot can extract its data. Private or restricted videos are not accessible.

Can I track video performance over time?
Yes. Schedule the robot to run on the same video URLs at regular intervals. Each run captures current data, building a timeline of performance growth and audience engagement changes.

Is this TikTok scraper free?
Browse AI's free plan includes credits to run this robot at no cost. Create an account without a credit card and start extracting TikTok data.

Can I analyze multiple videos at once?
Yes. Queue multiple TikTok video URLs and all data flows into one dataset for cross-video analysis and comparison.

TikTok data shows engagement on one platform - combine with cross-platform metrics for a complete content picture:

YouTube comments scraper - Compare TikTok engagement with YouTube video comments and reactions. Understand how audiences differ across platforms.
YouTube Shorts scraper - Analyze short-form content on both TikTok and YouTube Shorts. Compare performance metrics across the two biggest short-video platforms.
Reddit comments scraper - Supplement TikTok metrics with Reddit discussions about content trends, creator opinions, and viral video analysis.

Analyze TikTok video performance at scale

Views, likes, comments, shares, hashtags - structured TikTok data without the API.