Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper is an Apify actor that programmatically pulls real-time trending tags and engagement metrics from TikTok, eliminating manual hashtag research. This tiktok hashtag scraper helps you scrape TikTok trending hashtags by country and niche with ranked lists, views, and publish counts — acting as a tiktok trending hashtags extractor for creators, brands, marketers, developers, and analysts. Use it to scale hashtag discovery and analytics, export clean data, or build a tiktok trending tags API workflow for automation. 🚀

What data / output can you get?

Below are the structured fields you can collect. Actual fields depend on result_type (see “Input parameters & output format” for examples).

Data type	Description	Example value
hashtag_id	Unique identifier of the hashtag	"7559694544908845112"
hashtag_name	Clean hashtag text (without “#”)	"tiktokencyclopediacontest"
industry_info	Object describing the hashtag’s industry/vertical (when available)	{"id":"1001","label":"Tech & Electronics","value":"Tech & Electronics"}
video_views	Aggregated video views for the hashtag	9876543
publish_cnt	Number of public posts using the hashtag	12345
rank	Current rank among trending hashtags	1
rank_diff_type	Direction/type of rank change (e.g., up/down/steady represented by code)	1
analytics	Full analytics object from TikTok detail API (included for analytics result types)	{"country_info":{...},"trend":[{"time":1760140800,"value":0}],"...":"..."}

Notes:

• The analytics object (when present) is passed through from TikTok’s Creative Center API and may include fields such as country_info, is_promoted, trend (time series), publish_cnt, video_views, rank, rank_diff_type, period, rank_change_readable.
• Export results from the Apify dataset in CSV, JSON, Excel, or via the API.

Key features

• 🚀 Real-time trending tags
  Get up-to-date TikTok most trending hashtags without manual effort. Perfect as a tiktok trending hashtag finder and tiktok popular hashtags scraper for rapid research.

• 🌍 Multi-country coverage
  Filter by country code (e.g., US, GB, CA, AU, JP, IN and more) to find trending hashtags on TikTok by market.

• 🧭 Industry filtering
  Use the industry parameter to scrape tiktok hashtags by niche and focus on verticals like Tech & Electronics, Beauty & Personal Care, Sports & Outdoor, etc.

• 🔀 Flexible sorting
  Choose sort_order: popular or video_views to prioritize visibility or watch-time performance for your tiktok hashtag research tool.

• 📈 Analytics modes
  Select between top lists or detailed analytics to run it as a tiktok hashtag analytics tool or deeper tiktok hashtag data extractor.

• 🔒 Smart proxy fallback
  Automatic fallback from no proxy → datacenter → residential with rotation on block status (403/429/503), increasing reliability over a tiktok hashtag scraper chrome extension.

• ⚡ Concurrency & scale
  Parallel detail fetching with controlled concurrency for faster runs and stable results — ideal when you need to scrape tiktok trending hashtags at scale.

• 🔌 API-ready & exports
  Browse results in the Apify dataset and export to JSON/CSV/Excel, or consume via API for dashboards and automation (Zapier, Make, n8n). Great for tiktok trending tags API use cases.

• 👨‍💻 Developer-friendly
  Built on Apify with Python, aiohttp, and Playwright — easy to integrate into scripts and pipelines (works well alongside a tiktok hashtag scraper python workflow).

How to use Tiktok Trending Hashtags Scraper – step by step

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

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

3. 🧾 Add input settings
   Provide result_type, country, top100_period (7/30/120), total_hashtags, sort_order, and (optionally) industry.

4. 🌐 Configure proxy (optional)
   In proxyConfiguration, you can leave useApifyProxy: false, or enable Apify Proxy. The actor can automatically fallback to datacenter, then residential as needed.

5. ▶️ Run the actor
   Click Start. The actor will fetch the trending hashtag list and (depending on result_type) collect analytics.

6. ⏱ Monitor progress
   Watch logs for messages like “collecting X/Y hashtag” while batches and analytics are being retrieved.

7. 📤 Export results
   Open the Dataset tab of the run to download JSON/CSV/Excel or connect via the API for automation. The full array is also saved to the key-value store as output.json.

Pro tip: Use result_type=hashtag_analytics to build a lightweight tiktok trending hashtag tracker that returns only id/name + analytics — perfect for downstream pipelines.

Use cases

Use case name	Description
Marketing + content planning	Discover high-impact tags to increase reach and engagement using a tiktok trending hashtags scraper.
Brand & campaign tracking	Monitor branded or promoted tags over time with a tiktok trending hashtag tracker to evaluate rank shifts.
Niche research by industry	Scrape tiktok hashtags by niche using the industry filter to align with verticals (e.g., Tech & Electronics).
Competitive & creator insights	Analyze which hashtags top creators are using with a tiktok hashtag scraping bot for trend benchmarking.
Regional trend analysis	Find trending hashtags on TikTok by country to localize content across US, GB, CA, AU, JP, IN, and more.
Data analytics pipeline	Feed analytics JSON into BI tools or warehouses using the tiktok trending tags API endpoint.
Academic & social research	Study viral diffusion patterns, rank changes, and time-series trend data from public hashtag analytics.

Why choose Tiktok Trending Hashtags Scraper?

Built for precision and automation, this actor delivers structured hashtag trends you can trust.

• 🎯 Accurate, structured outputs — Clean fields and analytics suited for dashboards and models.
• 🌐 Global coverage — Country-specific discovery to find trending hashtags on TikTok across markets.
• 🧠 Niche filtering — Focus on verticals via industry for sharper insights.
• 👨‍💻 Developer access — API-friendly dataset, Python-based stack, and smooth integration with automation.
• 🔁 Robust infrastructure — Automatic proxy fallback and retries reduce failures vs. browser extensions.
• 💾 Flexible exports — Download CSV/JSON/Excel or connect via API to your tooling.
• 🛡️ Ethical by design — Collects public data only; users remain responsible for compliant use.

In short: a reliable tiktok hashtag scraping tool that outperforms unstable scripts and extensions with production-grade stability.

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

Yes — when used responsibly. The actor collects publicly available TikTok hashtag data and does not access private accounts or messages. You should ensure your use complies with:

• TikTok’s Terms of Service
• Applicable privacy laws such as GDPR/CCPA
• Responsible data usage guidelines

If in doubt, consult your legal counsel. This tool is intended for legitimate marketing, analytics, research, and educational purposes.

Input parameters & output format

Example input JSON

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

Parameters

Field	Type	Required	Default	Description
result_type	string (enum: top100, top100_with_analytics, hashtag_analytics)	No	"hashtag_analytics"	Type of results to fetch.
country	string (enum of country codes)	No	"US"	Country code (e.g., US, GB, CA, AU, DE, FR, IT, ES, NL, BE, SE, NO, DK, FI, PL, CZ, AT, CH, IE, PT, GR, JP, KR, CN, IN, BR, MX, AR, CL, CO, PE, ZA, AE, SA, EG, NG, KE, NZ, SG, MY, TH, ID, PH, VN, TW, HK).
top100_period	string (enum: "7","30","120")	No	"30"	Period in days for trending hashtags.
total_hashtags	integer (1–500)	No	100	Total number of hashtags to fetch.
sort_order	string (enum: popular, video_views)	No	"popular"	How to sort the hashtags.
industry	string (enum including empty "")	No	""	Filter hashtags by industry category (optional). Leave empty to show all industries.
proxyConfiguration	object	No	{"useApifyProxy": false}	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.

Note: No parameters are strictly required; defaults will be used when not provided.

Output format

Results are saved to the run’s default Dataset and to key-value store as output.json (array). Structure depends on result_type:

• Result type: top100
  Basic hashtag metadata.

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "industry_info": {
      "id": "1001",
      "label": "Tech & Electronics",
      "value": "Tech & Electronics"
    },
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1
  }
]

• Result type: top100_with_analytics
  Basic fields plus an analytics object from the TikTok detail API.

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "industry_info": {
      "id": "1001",
      "label": "Tech & Electronics",
      "value": "Tech & Electronics"
    },
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1,
    "analytics": {
      "country_info": {
        "id": "US",
        "value": "United States",
        "label": "US"
      },
      "is_promoted": false,
      "trend": [
        { "time": 1760140800, "value": 0 },
        { "time": 1760227200, "value": 0 }
      ],
      "publish_cnt": 12345,
      "video_views": 9876543,
      "rank": 1,
      "rank_diff_type": 1,
      "period": "30",
      "rank_change_readable": "Up"
    }
  }
]

• Result type: hashtag_analytics
  Returns id/name with analytics only, optimized for pipelines.

[
  {
    "hashtag_id": "7559694544908845112",
    "hashtag_name": "tiktokencyclopediacontest",
    "analytics": {
      "country_info": {
        "id": "US",
        "value": "United States",
        "label": "US"
      },
      "is_promoted": false,
      "trend": [
        { "time": 1760140800, "value": 0 },
        { "time": 1760227200, "value": 0 }
      ],
      "publish_cnt": 12345,
      "video_views": 9876543,
      "rank": 1,
      "rank_diff_type": 1,
      "period": "30",
      "rank_change_readable": "Up"
    }
  }
]

Notes:

• Some analytics properties may be absent or null depending on TikTok’s response for a given hashtag.
• For large runs, use the Dataset API to paginate and stream results into your systems.

FAQ

How do I find trending hashtags on TikTok right now?

Use Tiktok Trending Hashtags Scraper with result_type set to top100 or top100_with_analytics and select your country. You’ll get the most popular tags along with rank and engagement metrics.

Can I scrape TikTok hashtags by niche?

Yes. Use the industry parameter to filter by categories like Tech & Electronics, Beauty & Personal Care, Sports & Outdoor, and more for focused tiktok hashtag research.

Does this work as a TikTok hashtag analyzer?

Yes. With top100_with_analytics or hashtag_analytics, the actor returns a full analytics object from TikTok’s detail API you can use for trend, rank-change, and engagement analysis.

Is there an API I can use for automation?

Yes. Every run produces a dataset accessible via the Apify API, making it a practical tiktok trending tags API for pipelines, dashboards, or Python scripts.

How many hashtags can I extract per run?

You can request between 1 and 500 via total_hashtags. The actor handles batching and progress automatically.

Do I need proxies?

Not necessarily. By default, useApifyProxy is false. If TikTok rejects requests, the actor can fallback to datacenter proxies and then residential proxies with rotation to improve success rates.

What countries are supported?

Many country codes are available, including US, GB, CA, AU, DE, FR, IT, ES, JP, KR, IN, BR, MX, and more. Set the country parameter to target a specific market.

Is it legal to scrape TikTok hashtags?

Yes — when you collect public data and use it responsibly. Ensure compliance with TikTok’s Terms and applicable privacy laws like GDPR/CCPA.

Final thoughts

Tiktok Trending Hashtags Scraper is built for fast, reliable TikTok hashtag intelligence. It helps marketers, developers, analysts, and researchers discover what’s trending, drill into engagement analytics, and export clean data for strategy and reporting. Connect it to your BI stack or automate via the Apify API and Python to power a hands-off tik tok trending hashtags scraper workflow. Start extracting smarter today.