Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper

The Tiktok Trending Hashtags Scraper is a production-ready Apify actor that finds and extracts real-time trending hashtags, volumes, and engagement signals from TikTok. It solves the ongoing challenge of timely hashtag research by surfacing what’s hot right now, making it ideal for marketers, developers, analysts, and researchers. As a TikTok trending hashtags scraper and TikTok hashtag extractor, it powers content strategy at scale, enabling automated TikTok hashtag analytics, reporting, and integrations.

What is Tiktok Trending Hashtags Scraper?

Tiktok Trending Hashtags Scraper is a specialized data extraction tool that collects trending TikTok hashtags and related metrics programmatically. It addresses the need for fast, structured hashtag insights—so you can build a TikTok hashtag research tool, TikTok trending hashtags API, or automated TikTok hashtag scraper tool without manual effort. Built for marketers, developers, analysts, and researchers, it helps you discover, filter, and export the most relevant hashtags for your niche and country. At scale, it enables always-on monitoring, automated dashboards, and data-driven content optimization.

What data / output can you get?

Below are the core fields the actor pushes to the Apify dataset (and to output.json), depending on the selected result_type. Export the dataset in JSON, CSV, or Excel directly from Apify.

Data type	Description	Example value
hashtag_id	Unique identifier for the hashtag	"7559694544908845112"
hashtag_name	Clean hashtag text (without the # symbol)	"tiktokencyclopediacontest"
industry_info	Object with industry metadata when available	{"value":"Tech & Electronics"}
video_views	Total video views aggregated for the hashtag	9876543
publish_cnt	Number of public posts using the hashtag	12345
rank	Ranking position among trending hashtags	1
rank_diff_type	Rank change indicator (e.g., up/down/no change as coded by the source API)	1
analytics	Detailed analytics object (included for analytics result types)	{}

Note:

• When result_type is “top100_with_analytics” or “hashtag_analytics”, each item includes an analytics object with details returned by TikTok’s hashtag detail endpoint.
• Results are saved both to the run dataset and to key-value store as output.json for flexible downloads.

Key features

• 🚀 Real-time trending insights Get up-to-date TikTok trending hashtags list by country with engagement signals and ranks for fast decision-making.

• 🌍 Multi-country coverage Query dozens of markets via the country parameter (e.g., US, GB, CA, DE, JP, IN, BR), perfect for global teams doing TikTok hashtag analytics.

• 🧭 Flexible sorting & filters Choose sort_order ("popular" or "video_views") and filter by industry to zero in on what matters.

• 📊 Analytics enrichment modes Use result_type "top100_with_analytics" or "hashtag_analytics" to enrich each hashtag with a detailed analytics object for deeper TikTok hashtag analytics.

• 📈 Scalable collection Control total_hashtags (1–500). The actor paginates and deduplicates internally for clean, structured outputs.

• 🧰 Smart proxy handling Start with no proxy by default; if TikTok rejects requests, the actor automatically falls back to datacenter proxy and then residential proxy as needed.

• 🧪 Developer-friendly Works seamlessly as a TikTok trending hashtags API within Apify: outputs to dataset and output.json, ready for Python scripts, Make, Zapier, and custom pipelines.

• 💾 Easy exports Download results from your Apify dataset in JSON, CSV, or Excel for reporting, BI dashboards, or downstream automation.

• 🧠 Automation-ready Ideal for automated TikTok hashtag scraping in growth workflows, marketing analytics stacks, and scheduled trend tracking.

How to use Tiktok Trending Hashtags Scraper - step by step

1. 🔑 Sign in to Apify Create a free Apify account or log in.

2. 🔍 Open the actor Find “Tiktok Trending Hashtags Scraper” in the Apify Store and click Try it.

3. 🧾 Enter input settings In the Input tab, set:

   • result_type ("top100", "top100_with_analytics", or "hashtag_analytics")
   • country (e.g., "US", "GB", "CA" …)
   • top100_period ("7", "30", or "120")
   • total_hashtags (1–500)
   • sort_order ("popular" or "video_views")
   • industry (optional category filter)

4. 🔐 Configure proxy (optional) Under proxyConfiguration, leave useApifyProxy as false to start without a proxy. If TikTok rejects requests, the actor automatically falls back to datacenter and then residential proxies.

5. ▶️ Run the actor Click Start. The actor collects your TikTok trending hashtags based on the selected parameters.

6. ⏱ Monitor progress Watch the run logs to see how many hashtags have been collected and whether analytics enrichment is in progress.

7. 📤 Download results

   • Dataset tab: Export as JSON, CSV, or XLSX.
   • Storage tab: Find output.json for direct JSON retrieval.

Pro tip: Set result_type to "hashtag_analytics" when you only need identifier, name, and a compact analytics object per hashtag—perfect for downstream APIs and pipelines.

Use cases

Use case name	Description
Marketing team + content strategy	Identify viral and rising hashtags to increase reach and engagement for upcoming posts.
Market research + trend monitoring	Track trending topics by country to understand consumer interests over 7/30/120-day windows.
Localized campaigns + regional insights	Compare performance across markets by switching the country parameter.
Influencer & brand tracking	Analyze ranks and engagement signals to benchmark hashtags used by top creators and brands.
Analytics pipeline (API/ETL)	Feed structured hashtag metrics and analytics objects into BI dashboards or data warehouses.
Academic & social research	Study topic diffusion and cultural patterns using time-based, country-filtered datasets.
Automation & growth workflows	Orchestrate scheduled runs with Make/Zapier and export to spreadsheets or internal tools.

Why choose Tiktok Trending Hashtags Scraper?

Built for precision, automation, and reliability, this TikTok hashtag scraper tool outperforms generic extensions and unstable scripts.

• ⚡ Accurate & timely data: Surfaces trending hashtags with ranks, publish counts, and aggregated views.
• 🌐 Global coverage: Country-level control supports international research and campaigns.
• 🧩 Developer access: Dataset + output.json make it easy to integrate with Python and automation tools.
• 🛡️ Ethical by design: Targets publicly available data; no private profiles or authenticated content.
• 📈 Scales with you: Up to 500 hashtags per run with pagination and deduplication.
• 🔌 Integration-ready: Works with Make, Zapier, and other workflow tools for automated TikTok hashtag extractor pipelines.
• 🧵 Robust infrastructure: Smart proxy fallback (none → datacenter → residential) helps reduce blocks and timeouts.

In short, it’s a best-in-class TikTok trending topics scraper built for real workloads—not a fragile browser add-on.

Is it legal / ethical to use Tiktok Trending Hashtags Scraper?

Yes—when done responsibly. This actor collects publicly available TikTok data and does not access private accounts, personal messages, or restricted content. You are responsible for ensuring your use complies with:

• TikTok’s Terms of Service
• Applicable privacy regulations (e.g., GDPR, CCPA)
• Responsible data usage guidelines

When in doubt, consult your legal team—especially for edge cases and redistribution scenarios.

Input parameters & output format

Example input JSON

{
  "result_type": "top100",
  "country": "US",
  "top100_period": "30",
  "total_hashtags": 100,
  "sort_order": "popular",
  "industry": "",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

All input fields

• result_type (string; default: "hashtag_analytics"; required: no)
  • Type of results to fetch. One of: "top100", "top100_with_analytics", "hashtag_analytics".
• country (string; default: "US"; required: no)
  • Country code (e.g., US, GB, CA). Supports many markets via enum list.
• top100_period (string; default: "30"; required: no)
  • Period in days for trending hashtags. Valid options: "7", "30", "120".
• total_hashtags (integer; default: 100; required: no)
  • Total number of hashtags to fetch. Minimum: 1. Maximum: 500.
• sort_order (string; default: "popular"; required: no)
  • How to sort the hashtags. One of: "popular", "video_views".
• industry (string; default: ""; required: no)
  • Optional industry filter. Leave empty ("") to include all industries.
• proxyConfiguration (object; required: no)
  • Choose which proxies to use. By default, no proxy is used. If TikTok rejects the request, it will fallback to datacenter proxy, then residential proxy.

Example output JSON (result_type = "top100")

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "industry_info": { "value": "Tech & Electronics" },
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1
  }
]

Example output JSON (result_type = "top100_with_analytics")

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "industry_info": {},
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1,
    "analytics": {}
  }
]

Example output JSON (result_type = "hashtag_analytics")

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "analytics": {}
  }
]

Notes:

• top100 returns a concise TikTok trending hashtags list with ranks and engagement metrics.
• top100_with_analytics returns the same fields plus an analytics object per hashtag.
• hashtag_analytics returns only the identifier, name, and the analytics object—ideal for compact API payloads.

FAQ

How do I find the most trending hashtags on TikTok right now?

Set result_type to "top100" (or "top100_with_analytics" for deeper data), choose your country (e.g., "US"), and run the actor. You’ll receive a fresh TikTok trending hashtags list with ranks and engagement metrics.

Can I scrape TikTok hashtags for free?

Yes. You can run this TikTok hashtag scraper tool on Apify’s free tier within the monthly credit limits. Upgrade when you need higher volumes or scheduling.

Does it work with Python and APIs?

Yes. Results are saved to the Apify dataset and output.json, making it easy to consume via the Apify API or from Python scripts. It’s an excellent base for a TikTok trending hashtags API or automated pipeline.

Can I filter by country and industry?

Yes. Use the country input to target specific markets and the industry parameter to filter by category (leave it empty to include all industries). This is ideal for localized TikTok hashtag analytics.

How many hashtags can I extract per run?

Between 1 and 500 hashtags, based on the total_hashtags input. Sorting and filtering options help you tune what’s included.

What’s the difference between the result_type options?

• "top100" returns core fields like id, name, industry_info, video_views, publish_cnt, rank, and rank_diff_type.
• "top100_with_analytics" returns the same core fields plus an analytics object per hashtag.
• "hashtag_analytics" returns only hashtag_id, hashtag_name, and the analytics object—useful for compact payloads.

Do I need to use proxies?

Not necessarily. By default, useApifyProxy is false. If TikTok rejects the request, the actor automatically falls back to datacenter and then residential proxies. You can also customize proxyConfiguration.

Is scraping TikTok legal?

Yes—when you scrape publicly available data responsibly and comply with TikTok’s Terms of Service and data protection laws (e.g., GDPR, CCPA). This actor does not access private accounts or restricted content.

Closing CTA / Final thoughts

Tiktok Trending Hashtags Scraper is built to power accurate, scalable TikTok hashtag research and analytics. With flexible sorting, country and industry filters, analytics enrichment modes, and developer-friendly outputs, it’s ideal for marketers, developers, analysts, and researchers. Integrate via Apify APIs or Python, automate with Make/Zapier, and export to JSON/CSV/Excel for instant insights. Start extracting smarter TikTok hashtag intelligence today and turn trends into growth.