TikTok Hashtag Scraper

Overview

This Apify actor scrapes and extracts structured hashtag data from TikTok. It's designed for developers, marketers, and researchers who need to programmatically gather real-time hashtag metrics, trends, and related data for analysis, lead generation, or campaign optimization.

Key Features

• Extract Trending Hashtags: Get real-time trending tags across different niches and regions.
• Performance Metrics: Scrape engagement data like views and usage counts.
• Related Hashtag Discovery: Find hashtags commonly used together or by top creators.
• Regional Targeting: Filter data by geographic performance (e.g., country-level trends).
• Top Video Data: Retrieve videos with the highest reach for a given hashtag.
• Multiple Input Formats: Accepts bulk scraping via hashtag names, keywords, or TikTok URLs.
• Integration Ready: Compatible with automation workflows and external tools via API. Data can be exported for use with other systems.

How to Use

1. Access the Actor: Log into your Apify account and find the "TikTok Hashtag Scraper" actor.
2. Configure Input: In the actor's input, provide your target hashtags, keywords, or TikTok URLs. You can use the startUrls field or similar for bulk operations.
3. Set Options: Adjust run parameters as needed, such as enabling related hashtag scraping or regional filters.
4. Run: Start the actor. It will navigate TikTok and collect data based on your input.
5. Get Results: Once finished, download the dataset in JSON, CSV, or Excel format from the Apify dataset storage, or access it via API for integration.

Input/Output

Input:
The actor primarily accepts TikTok hashtag pages or search queries. You can provide:
* A list of specific hashtags (e.g., #fyp, #viral).
* Keywords to search for related hashtags.
* Direct TikTok URLs pointing to a hashtag page.

Example input configuration in JSON:

{
  "startUrls": ["https://www.tiktok.com/tag/fitness"]
}

Output:
The actor returns a structured dataset containing objects for each scraped hashtag. Each item typically includes:

• hashtagName: The exact hashtag text.
• hashtagPopularity: Engagement metrics (views, usage count).
• topVideos: Array of top-performing video data for that tag.
• relatedHashtags: List of semantically or trend-related hashtags.
• trendingScore: Indicator of whether the hashtag's popularity is rising or falling.
• category: The inferred niche or topic category.
• creatorStats: Data on influential creators using the hashtag.
• regionData: Performance metrics broken down by country/region.

The data is stored in the Apify dataset associated with your actor run and is available for download in common formats.