TikTok Hashtag Scraper Bot

Brief

TikTok Hashtag Scraper reads the public trending hashtag table or list in TikTok Creative Center and returns ranked hashtag records without requiring login.

What Does BrowserAct TikTok Hashtag Scraper Do?

This BrowserAct template runs a validated, reusable extraction path against publicly accessible pages. Configure the inputs, run the Bot, and receive structured records without writing selectors or browser scripts.

Key Features

• Open a configurable public TikTok Creative Center hashtag page.
• Wait for the trend table or list to load.
• Use View More or scrolling when additional public rows are available.
• Extract ranking, hashtag, category, post count, and analytics URL.
• Stop at Data Limit or when no more rows are exposed.

What Data Can I Extract from TikTok Creative Center?

How to Use TikTok Hashtag Scraper

1. Click Run task.
2. Enter the configurable values shown below.
3. Run the Bot and review the structured records.
4. Export the result or connect it to an API, automation platform, or agent workflow.

Input Parameters

Example Output

{
  "results": [
    {
      "rank": 1,
      "hashtag": "#example",
      "category": "General",
      "post_count": "125K",
      "analytics_url": "https://ads.tiktok.com/business/creativecenter/hashtag/example/pc/en"
    }
  ]
}

How Does it Work?

BrowserAct opens the configured public TikTok Creative Center page and waits for the trending hashtag table or list to become available.

The Bot reads visible rows, uses View More or scrolling when available, and returns one structured record per hashtag until Data Limit or the end of the public data. The default run found three available rows.

How to Build a New Scraper Bot with Agent Built

Step 1: Describe the Data You Need

Open BrowserAct and start Agent Built from the Home prompt box or from Create -> Build with Agent. Paste a clear request that includes the website, the records to collect, the filters or search conditions, the fields to return, the result limit, and the inputs you want to reuse later.

Step 2: Let BrowserAct Build and Test the Bot

BrowserAct explores the live website, works out the navigation and extraction path, and validates the result. If BrowserAct asks for clarification, reply in the same build conversation with the missing URL, condition, field, example, or expected output.

Step 3: Run the Bot and Review the Result

When the build is complete, run the Bot with the default inputs first. Review the structured records, source URLs, missing fields, and row count before reusing the Bot with new inputs or connecting it to another workflow.

Why Use TikTok Hashtag Scraper?

Track public hashtag trends for content planning, campaign research, category monitoring, and social-market analysis.

Who Can Use This Template?

• Social media strategists.
• Trend and audience researchers.
• Content planning teams.
• Automation builders monitoring public hashtag data.

How Many Results Can You Scrape?

Data Limit is a maximum. The Bot may return fewer rows when the public page exposes fewer matching records.

Automation and Export

BrowserAct returns structured data first. You can then use the completed output through API JSON responses, n8n workflows, Make scenarios, Zapier automations, MCP-based agent workflows, or manual CSV and spreadsheet review.

Need Help?

Contact us at

Discord: Discord Community

E-mail: service@browseract.com