TikTok Hashtag Scraper

Detail

What Does BrowserAct TikTok Hashtag Scraper Do?

Automatically extract trending TikTok hashtags with our powerful TikTok Hashtag Scraper tool. Discover trending hashtags with their rankings, categories, post counts, and analytics URLs from TikTok's creative center. Perfect for social media marketers, content creators, and trend analysts who need reliable hashtag data for campaign planning and content optimization—no coding required.

Key Features of TikTok Hashtag Scraper

Customizable Target URL: Navigate to any TikTok trending hashtags page or custom URL to extract specific hashtag sets
Flexible Data Limits: Set Data_Limit to control how many hashtags to extract (e.g., 10, 20, 50, or unlimited)
Smart Pagination: Automatically handles "View More" buttons to load additional hashtag results
Intelligent Scrolling: Scrolls through the page systematically to ensure all visible hashtags are loaded
Comprehensive Data Extraction: Captures hashtag rank, name, category, post count, and analytics URL for each trending hashtag
No-Code & Free to Use: Runs directly in your browser with a simple setup; no installation or coding required
Reliable Data Collection: Avoids blocks with built-in wait times and smart element detection
Automation Integration: Connects with Make.com and n8n to schedule runs and auto-save data to Google Sheets
Flexible Data Export: Download collected hashtag data in standard, analysis-ready formats like CSV and JSON

What Data Can You Scrape from TikTok Hashtags?

With BrowserAct's TikTok Hashtag Scraper, you can pull a wide range of publicly available trending hashtag data for analysis. Here's a breakdown:

Hashtag rank/position
Hashtag name
Category classification
Post count (number of videos using the hashtag)
Analytics URL (link to detailed hashtag performance data)

How to Use TikTok Hashtag Scraper in One Click

If you want to quickly start experiencing scraping TikTok hashtags, simply use our pre-built "TikTok Hashtag Scraper" template for instant setup and start scraping TikTok hashtag data effortlessly.

Register Account: Create a free BrowserAct account using your email.
Configure Input Parameters: Fill in necessary inputs like Target_URL (TikTok trending hashtags page) and Data_Limit (e.g., 20) – or use defaults to learn how to scrape TikTok hashtags quickly.
Start Execution: Click "Start" to run the workflow.
Download Data: Once complete, download the results file from TikTok hashtag scraping.

Why Scrape TikTok Hashtags?

Scraping TikTok hashtags allows you to systematically collect and analyze trending hashtag data at scale. This process is valuable for gathering specific information that can be used for content strategy, trend analysis, and competitive intelligence. Here are the primary reasons to scrape TikTok hashtags:

Content Strategy Optimization: Identify trending hashtags to maximize content visibility, engagement, and viral potential across TikTok campaigns.
Trend Analysis: Track emerging trends, seasonal patterns, and hashtag popularity over time to stay ahead of cultural movements.
Competitive Intelligence: Monitor which hashtags competitors are leveraging and discover untapped hashtag opportunities in your niche.
Campaign Planning: Build data-driven influencer marketing and advertising campaigns by selecting hashtags with proven engagement metrics.
Audience Research: Understand what topics, themes, and content categories resonate most with TikTok audiences in specific markets.
Performance Benchmarking: Compare hashtag post counts and rankings to measure campaign success and identify high-performing content themes.
Market Research: Analyze hashtag categories and trends to inform product development, brand positioning, and marketing messaging.

Scraping automates the data collection process, enabling you to efficiently gather large volumes of hashtag information from TikTok's trending pages for structured analysis and strategic decision-making.

How to Build Your TikTok Hashtag Scraper Workflow: Step-by-Step

Step 1: Parameter Setup

Target Website: "https://ads.tiktok.com/business/creativecenter/inspiration/popular/hashtag/pc/en".
Data_Limit: Number of hashtags to scrape (e.g., "20").

Input Parameters:

target_url: "https://ads.tiktok.com/business/creativecenter/inspiration/popular/hashtag/pc/en"
data_limit: 20

Use default values for quick runs, such as setting Data_Limit to "20" for testing without manual changes.

tiktok hashtag scraper

Step 2: Search & Navigation

Visit Page Prompt: Visit /target_url
Loop Action: Stop the loop as soon as the page shows that the number of items has reached or exceeded /Data_Limit.
- Scroll Page Prompt: Scroll down by one-third of the page until you see the red button labeled “View More.”
- Click Element Prompt: Click the 'View More' button.

Step 3: Data Collection

Extract Data: Extract from first /Data_Limit hashtags: Rank, Hashtag, Category, Post Count, Analytics URL.
Step 4: Data Export
Output Setup: Add "Finish: Output Data" action, select CSV format, and enable "Output as a file" for direct download.
Publish and Run: Click "Publish" to save, then go to "Run" section, adjust parameters if needed, and click "Start".
Download Results: Once complete, download the CSV file with your scraped TikTok data.

Who Can Use This TikTok Hashtag Scraper?

TikTok Hashtag Scraper is designed for anyone needing quick, reliable access to TikTok trending hashtag data. It's ideal for a variety of users, including:

Social Media Marketers: Optimize content strategy by identifying high-performing hashtags and trending topics for maximum reach and engagement.
Content Creators and Influencers: Discover viral hashtags to boost video visibility, grow followers, and increase content performance.
Brand Managers and Digital Strategists: Monitor trending conversations, plan campaigns around popular hashtags, and track brand-relevant trends.
Market Researchers and Analysts: Study cultural trends, consumer interests, and social media behavior patterns through hashtag analysis.
Advertising Agencies: Build data-driven campaigns for clients by leveraging trending hashtags and understanding audience interests.
Competitive Intelligence Teams: Track competitor hashtag usage, identify industry trends, and discover content opportunities.
Data Scientists and Analysts: Build datasets for social media trend prediction, sentiment analysis, or integration with analytics platforms.
E-commerce and Retail Brands: Identify product-related trending hashtags to drive TikTok Shop sales and product discovery.
Entertainment and Media Companies: Track trending topics, viral challenges, and cultural moments for content programming and marketing.
Students and Academics: Research social media trends, viral marketing phenomena, and digital culture for academic studies.

No matter your background, if you're looking to scrape TikTok hashtags without hassle, this tool is accessible and effective for both individuals and teams.