TikTok Influencer Scraper

Detail

Automate TikTok data collection for influencer discovery, competitor analysis, and trend monitoring - no coding required

Overview

The TikTok Influencer Scraper by BrowserAct is a powerful no-code automation tool that extracts comprehensive creator and video data from TikTok. Whether you're discovering influencers, analyzing competitors, or tracking viral trends, this workflow transforms hours of manual data collection into minutes of automated extraction.

Why TikTok Data Matters for Your Business

In the dynamic world of TikTok marketing, manually collecting creator data is a nightmare. You might be spending hours copying and pasting usernames, follower counts, and engagement metrics into spreadsheets - only to find the data outdated by the time you finish.

Whether you're an agency managing multiple campaigns, a brand searching for the perfect creator, or a researcher tracking viral trends, you need accurate, real-time TikTok data at scale. That's exactly what BrowserAct's TikTok Influencer Scraper delivers.

Transform your TikTok data collection from hours to minutes:

✅ Build comprehensive influencer databases with complete profile and engagement metrics
📊 Monitor competitor strategies and content performance automatically
🚀 Discover rising micro-influencers before your competition
📈 Track campaign performance across hundreds of creators simultaneously

Who Uses This TikTok Scraper

🎯 Influencer Marketing Agencies

Managing campaigns across multiple clients? Our scraper helps you quickly collect Tiktok creators in a sheet, track campaign performance, and generate professional client reports in minutes.

🛍️ E-commerce Brands

Find authentic UGC creators who genuinely love your products. Monitor product mentions across TikTok and analyze which influencers your competitors are partnering with.

📊 Market Researchers

Extract large-scale TikTok data to identify emerging trends before they explode. Analyze user behavior patterns and understand what content resonates with different demographics.

🎬 Content Creators

Study what's working in your niche. Analyze successful content strategies, understand competitor tactics, and optimize your posting schedule based on real data.

💡 No technical skills required - if you can browse TikTok, you can use this scraper.

Usage Methods and Scope

Input Parameters

Parameter	Description	Example
target_URLs	Direct TikTok search results	https://www.tiktok.com/search/user?q=fitness%20coach&t=1752039860596
max_results	Number of profiles/videos to extract	20, 50, 100,

Other Parameter you can set
search_keywords	Keywords to search for creators or content	"fitness coach", "tech reviewer"
data_depth	Level of detail (basic/detailed/comprehensive)	"comprehensive"

What Data Can You Extract

👤 Comprehensive Creator Profiles

Extract complete TikTok user data including:

Profile Basics: Username, handle, and profile URL
Engagement Metrics: Real-time follower count, following count, and total likes
Account Details: Bio description and verification status (✓)
Account Type: Personal/Business/Creator classification
External Links: Instagram, YouTube, and website connections
Privacy Status: Public/Private account indicator

🎥 Detailed Video Analytics

Capture performance metrics for any TikTok video:

Core Metrics: View count, likes, comments, and shares
Content Details: Video title, description, and hashtags
Timing Data: Posted date and video duration
Audio Trends: Sound/music information
Engagement Features: User mentions and engagement rate
Interaction Options: Duet and Stitch availability

📁 Flexible Output Options

Export your data in any format you need:

📊 CSV for Excel analysis and reporting
🔧 JSON for API integration and development
☁️ Google Sheets for real-time team collaboration
⚡ Webhook for instant data processing

How It Works: Your TikTok Data Extraction Workflow

Our no-code platform streamlines TikTok data collection into a clear, automated process. Here’s how BrowserAct transforms your requests into actionable insights:

1. Parameter Setup & Workflow Creation

Define Your Goal: Start by creating a new workflow (e.g., "TikTok Influencer Tracker") within BrowserAct.
Input Parameters: You'll define the core variables that guide your extraction:
- search_keywords: Keywords to find specific creators or content.
- target_URLs: Direct links to TikTok profiles or search results pages.
- max_results: The maximum number of profiles or videos you wish to extract.
- data_depth: Specify the level of detail (e.g., basic profile, includes recent videos, includes comments). These parameters make your workflow flexible and reusable.

2. Browser Initialization & Navigation

Smart Browser Setup: BrowserAct automatically initializes a virtual browser environment, configuring it with optimal settings (like appropriate region/language settings) for seamless access to TikTok.
Target Page Visit: The workflow navigates directly to the TikTok profiles, search results, or video pages you've specified using your target_URLs or search_keywords. It intelligently handles page loading, dynamic content, and any pop-ups to ensure a smooth start.

3. Dynamic Data Collection

Intelligent Loop Control: The system continuously extracts data until your max_results are met. It's designed to adapt to TikTok's dynamic nature.
Seamless Scrolling & Loading: Our technology automatically scrolls down pages to load all content, including lazily-loaded profiles, videos, or comments, ensuring no data is missed. It also handles "Load More" buttons and infinite scrolling.
AI-Powered Extraction: This is where you tell the AI exactly what you need in plain English (e.g., "Extract username, follower count, total likes, bio text, and the last 10 video details including views, likes, and comments."). The AI precisely identifies and collects:
- User Profile Details: Usernames, follower/following counts, total likes, bios, verification status, external links.
- Video Metrics: Titles, views, likes, comments, shares, posted dates, hashtags, and sound info.
- Engagement Data: Calculated engagement rates based on extracted metrics.
Robust Error Handling: The workflow includes built-in mechanisms to manage network issues, temporary loading errors, or minor page changes, ensuring data collection is as uninterrupted as possible.

4. Data Export & Automation

Structured Output: Once the collection is complete, your data is meticulously organized and prepared for export.
Flexible Export Formats: Choose your preferred output format: CSV, JSON, XML, or Markdown. The data is saved as a downloadable file, ready for immediate use.
Quality Check: An internal validation process ensures data completeness and format consistency.
Automate & Integrate (Optional): Beyond one-time exports, you can set up:
- Scheduled Runs: Automate daily, weekly, or monthly data pulls for continuous monitoring.
- Integrations: Connect with your favorite tools (e.g., Slack for notifications, Make/n8n for further automation) for real-time insights and workflow triggers.

🎯 Simple 3-Step Process

Step 1: Define Your Target & Navigate 🔍
First, you'll create a new workflow by clicking the "Workflow" button in the left sidebar and then "Create" (you can name it something like "TikTok Influencer Scraper").
You can define Input Parameters such as `search keywords`, `target URLs`, or `login credentials` to make your workflow highly flexible and reusable.
Next, add a "Visit Page" node. Simply paste the TikTok page URL you wish to scrape, whether it's a specific profile (e.g., `https://www.tiktok.com/@[username]`) or a search results page (e.g., `https://www.tiktok.com/search/user?q=loopy`). BrowserAct's AI automatically understands the page structure, saving you time and effort.

Step 2: Extract Your Desired Data 📊
Now, add an "Extract Data" node. This is where you tell the AI precisely what information you need. Simply describe your requirements in plain English.
For instance, you could instruct:
`Extract from this TikTok profile: Username, Follower Count, Following Count, Total Likes, Bio Text, Verification Status, Recent 10 Videos (Title, Views, Likes, Comments, Share Count, Posted Date). Format: Numbers without 'K' or 'M' suffixes, Dates as 'YYYY-MM-DD', Missing data as 'N/A'.`
The AI understands your request and extracts exactly what you need—no CSS selectors, no XPath, and absolutely no coding required.

Step 3: Export & Automate 📈
Once your data extraction workflow is defined, choose your desired output format from the supported options: CSV, JSON, XML, or Markdown. Beyond simple export, you can automate your data collection and integration:

⏱️ Result: Complete dataset in under 2 minutes!

Performance Characteristics

Speed: 50-100 profiles per minute
Credit Usage: 1 credit per profile extracted
Parallel Processing: Up to 5 concurrent extractions
Error Handling: Automatic retry with fallback options

Quick Start Guide

5-Minute Setup

Create Account: Sign up for free at BrowserAct.com
Access Template: Navigate to TikTok Influencer Scraper in the template library
Configure Search: Enter keywords or paste TikTok URLs
Set Parameters: Choose number of results and data fields needed
Execute & Export: Click "Run" and download your data

Step-by-Step Instructions

Step 1: Create Your Workflow

Click "Workflows" → "Create New"
Name it (e.g., "TikTok Influencer Research")
Select "TikTok Scraper" template

Step 2: Configure Data Extraction

Add "Visit Page" node with TikTok search URL
Add "Extract Data" node with natural language instructions:

Extract from first 50 users: username, followers, 
total likes, verification status, bio, recent videos

Step 3: Set Output Options

Choose format (CSV/JSON/Excel)
Configure auto-export to Google Sheets (optional)
Set up scheduling for regular updates

Example Configuration

Copysearch_keywords: "sustainable fashion"max_results: 100data_fields: "comprehensive"region: "US"output_format: "CSV"include_videos: truevideos_per_user: 5