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🎵 TikTok Hashtag Analytics Scraper

🕒 Last updated: 2026-05-05

Collect hashtag performance metrics directly from TikTok Creative Center without needing to code. Extract data on views, engagement trends, audience demographics, and trending hashtags for tracking trends, planning content, or conducting market research. Export comprehensive hashtag data to CSV or JSON quickly, whether you need a one-time snapshot or ongoing trend monitoring.

The TikTok Hashtag Analytics Scraper gathers detailed hashtag metrics from TikTok Creative Center, offering over 25 data fields such as views, audience demographics, and engagement trends. It supports both specific hashtag lookups and trending lists.

✨ What Does It Do

• 📊 Video Views - Track 7-day and all-time view counts to find viral hashtags
• 👥 Audience Demographics - Access age ranges and interests to tailor content to your audience
• 🌍 Geographic Reach - See which countries engage most with hashtags to optimize campaigns
• 🔗 Related Hashtags - Discover trending variations and adjacent hashtags to expand reach
• 👤 Top Creators - Identify creators leading specific hashtags for collaboration opportunities
• 📈 Engagement Trends - Monitor trends over time to spot rising trends early

🔧 Input

• Mode - Choose 'Specific Hashtags' to look up hashtags by name, or 'Trending Hashtags' for the top trending list
• Hashtags - List hashtag names to look up without the # symbol, used in Specific Hashtags mode only
• Max Items - Number of results to collect (free users: up to 100, paid users: up to 1,000,000)
• Time Period - Analytics period: 7, 30, or 120 days
• Country Code - Filter data by country (e.g., US, GB, DE, FR, JP) or leave empty for global data
• Max Concurrency - Number of parallel requests to adjust if rate limiting occurs

Example input:

{
"mode":"specificHashtags",
"hashtags":["marketing","springbreak","digitalmarketing"],
"maxItems":50,
"period":7,
"countryCode":"US",
"maxConcurrency":5
}

📊 Output

Each hashtag record includes up to 25 data fields. Download results as JSON, CSV, or Excel.

💎 Why Choose the TikTok Hashtag Analytics Scraper?

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up - Create a free account with $5 credit
2. Find the Tool - Search for "TikTok Hashtag Analytics Scraper" in the Apify Store and configure your input
3. Run It - Click "Start" and watch your results appear

That's it. No coding, no setup, no complicated configuration. Export your data in CSV, Excel, or JSON format.

🎯 Business Use Cases

• 📊 Content Strategist - Monitor competitor hashtag rankings to adjust content strategies
• 💼 Social Media Manager - Analyze audience demographics on trending hashtags to align with brand voice
• 🔬 Market Researcher - Track geographic hashtag performance to identify emerging markets

✨ Why choose this Actor

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

📈 How it compares to alternatives

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the TikTok Hashtag Analytics Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

💼 Business use cases

🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

❓ Frequently Asked Questions

🔍 How does it work? The scraper connects to TikTok Creative Center to gather real-time hashtag analytics, including views, engagement trends, and audience data. It supports two modes: lookup specific hashtags or pull the trending hashtags list.

📊 How accurate is the data? Data is sourced directly from TikTok Creative Center, ensuring accuracy. Frequent updates mean multiple runs provide trend snapshots over time.

📅 Can I schedule this to run automatically? Yes. Use integrations like Make, Zapier, or GitHub Actions to schedule regular runs and monitor trends over time.

⚖️ Is this legal to use? You're accessing publicly available data from TikTok Creative Center. Ensure compliance with TikTok's terms of service and local data laws.

🛡️ Will TikTok block me? TikTok Creative Center is designed for marketers and creators. The scraper uses realistic request patterns to minimize blocking risk. If you hit rate limits, lower the max concurrency setting.

⚡ How long does a run take? For 10 hashtags, expect 30 to 60 seconds. For 100 trending hashtags, expect 2 to 5 minutes depending on network speed and concurrency settings.

⚠️ Are there any limits? Free users can collect up to 100 results per run. Paid users can collect up to 1,000,000 results per run.

🚫 Why does my hashtag return "not available"? TikTok Creative Center does not index ultra-generic hashtags like fitness, travel, music, beauty, comedy, nature, pets, fyp, viral, trending, love, or funny. These are too broad to provide meaningful marketing analytics. Use more specific variants instead, for example fitnessmotivation, traveltiktok, or beautyhacks. The Trending Hashtags mode is a good way to discover which hashtags are indexed and available.

🔗 Integrate TikTok Hashtag Analytics Scraper with any app

• Make - Automate workflows
• Zapier - Connect 5000+ apps
• GitHub - Version control integration
• Slack - Get notifications
• Airbyte - Data pipelines
• Google Drive - Export to spreadsheets

🔌 Integrate with any app

TikTok Hashtag Analytics Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.

How to enable MCP enrichment

Inside the input form, scroll to the ✨ Enrichment section and follow these steps:

1. Toggle on the Enrich Output checkbox.
2. Pick a connector in the Enrichment Connector dropdown. If you don't have one yet, click the + button, paste the URL https://api.trendsmcp.ai/mcp, and paste your bearer token from trendsmcp.ai.
3. Run the actor. Every scraped item gets an extra enrichment object with cross-platform momentum curves (Google, YouTube, Amazon), 1-month and 12-month growth rates, and a trend state classification (rising / stable / declining).

The enrichment is cached per unique key (subreddit or hashtag), so a 100-item run from the same source costs only one batch of API calls. Get a free API key (100 requests per month, no credit card) at trendsmcp.ai.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by TikTok or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

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