Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper

The Tiktok Trending Hashtags Scraper is a production-ready Apify actor that collects real-time trending hashtags from TikTok’s Creative Center by country and time period. It eliminates manual hashtag research by automating discovery, ranking, and engagement metrics — ideal for marketers, developers, data analysts, and researchers who need a TikTok trending hashtags scraper, TikTok hashtag scraper, or TikTok hashtag extractor at scale. With flexible sorting, country targeting, and optional industry filtering, this TikTok trending hashtags finder enables always-fresh insights for strategy, analytics, and automation workflows.

What data / output can you get?

You’ll receive clean, structured records for each hashtag. Depending on the selected result_type, outputs include base fields only or base fields plus an analytics object with deeper details.

Data type	Description	Example value
hashtag_id	Unique identifier of the trending hashtag	"7000000000000000000"
hashtag_name	Hashtag text without the “#” symbol	"fyp"
industry_info	Industry metadata object when available	{}
video_views	Aggregate video views associated with the hashtag	9876543
publish_cnt	Number of posts using the hashtag	12345
rank	Hashtag rank within the selected period and country	1
rank_diff_type	Rank change indicator (e.g., up, down, unchanged) as a numeric type	1
analytics	Detailed analytics object for each hashtag (when requested by result_type)	{}

Notes:

• For result_type="top100", the actor returns the base fields (hashtag_id, hashtag_name, industry_info, video_views, publish_cnt, rank, rank_diff_type).
• For result_type="top100_with_analytics", you’ll get the base fields plus an analytics object.
• For result_type="hashtag_analytics", you’ll get items containing hashtag_id, hashtag_name, and analytics only.
• Export your dataset from Apify in JSON, CSV, Excel, or JSONL for easy integration with your reporting or BI tools.

Key features

• 🚀 Real-time trending insights
  Pulls up-to-date results from TikTok’s Creative Center — a dependable TikTok trending hashtags scraper and TikTok hashtag scraping tool for fast research.

• 🌍 Country targeting with period control
  Choose a supported country code and time period (7/30/120 days) to scrape TikTok trending hashtags the way you need.

• 🎚 Sorting & industry filtering
  Sort by "popular" or "video_views" and optionally filter by industry to focus your TikTok hashtag research tool on relevant niches.

• 🧱 Scalable, resilient scraping
  Concurrency, retry/backoff, and smart proxy fallback (none → datacenter → residential with rotation) provide reliable, high-volume runs for automated TikTok hashtag scraping.

• 🧠 Dynamic headers with Playwright
  Automatically captures dynamic headers/cookies via Playwright and safely falls back to static headers to maximize stability of your TikTok trending tags scraper.

• 🔌 Apify-native, integration-ready
  Run via Apify UI or API and plug results into automation workflows (e.g., Zapier/Make/n8n). Perfect when you need a TikTok trending hashtags API in your stack.

• 👩‍💻 Developer-friendly
  Built in Python using aiohttp and Playwright, making it easy to integrate with Python TikTok hashtag scraper pipelines or no-code setups.

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 for free or Run.

3. 🧾 Enter input settings
   Provide your preferences using input fields: result_type, country, top100_period (7/30/120), total_hashtags (1–500), sort_order (popular/video_views), and optionally industry.

4. 🛡 Configure proxy (optional)
   Set proxyConfiguration. By default, no proxy is used. If TikTok rejects requests, the actor automatically falls back to datacenter, then residential proxies.

5. ▶️ Start the run
   Click Start. The actor will fetch trending hashtags, apply your filters, and (if selected) enrich with analytics.

6. ⏱ Monitor progress
   Watch logs for messages like “collecting X/Y hashtag.” Concurrency and retry logic ensure resilient, consistent runs.

7. 📤 Export results
   Download your dataset from the run in JSON, CSV, Excel, or JSONL — or access output.json from the Key-Value Store for direct API consumption.

Pro tip: Use result_type="hashtag_analytics" to fetch analytics for each hashtag and feed them into dashboards or marketing models via the Apify API.

Use cases

Use case name	Description
Marketing teams — trend discovery	Identify high-performing hashtags by country and period to boost reach and engagement.
Content creators — hashtag research	Find the best tags fast using a TikTok hashtag extractor to plan posts that ride current trends.
Agencies — cross-market analysis	Compare rankings and engagement across multiple countries using a repeatable TikTok trending hashtags scraper workflow.
Brand monitoring — campaign tracking	Track how promoted or niche hashtags perform over time to measure campaign outcomes.
Competitive analysis — creator insights	Monitor top-performing hashtags competitors lean on to refine your strategy.
Data engineering — API pipelines	Automate TikTok trending hashtags API runs and feed structured JSON into data warehouses or analytics jobs.
Academic research — trend analytics	Analyze temporal hashtag popularity (7/30/120 days) for studies in social behavior and virality.

Why choose Tiktok Trending Hashtags Scraper?

A precise, automation-first TikTok hashtag research tool built for reliability and scale.

• ⚡ Accuracy at scale: Concurrency, retry/backoff, and dynamic header capture deliver consistent results.
• 🌐 Multi-country + period control: Slice trends by 7/30/120 days across supported countries.
• 🎛 Sort & filter options: Sort by popularity or video views and optionally filter by industry.
• 👩‍💻 Developer access: Trigger via Apify API, integrate with Python stacks, or schedule runs for always-fresh data.
• 🔒 Ethical by design: Collects publicly available data; no login or private data access required.
• 🔗 Integrations-ready: Export datasets or connect to automation platforms (Zapier/Make/n8n) without friction.
• 🧱 Better than browser hacks: Avoid unstable extensions and manual scraping; rely on production-grade infrastructure with proxy fallback and rotation.

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

Yes — when used responsibly. The actor collects publicly available data and does not access private profiles, messages, or authenticated content. You are responsible for ensuring your use complies with:

• Platform Terms of Service
• Applicable privacy regulations (e.g., GDPR, CCPA)
• Internal data governance and responsible use policies

Consult your legal team for edge cases to verify compliance.

Input parameters & output format

Example JSON input

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

Parameters

• result_type

  • Type: string
  • Description: Type of results to fetch
  • Default: "hashtag_analytics"
  • Required: No

• country

  • Type: string
  • Description: Country code (e.g., US, GB, CA)
  • Default: "US"
  • Required: No

• top100_period

  • Type: string
  • Description: Period in days for trending hashtags. Valid options: 7, 30, or 120 days.
  • Default: "30"
  • Required: No

• total_hashtags

  • Type: integer (min: 1, max: 500)
  • Description: Total number of hashtags to fetch
  • Default: 100
  • Required: No

• sort_order

  • Type: string
  • Description: How to sort the hashtags
  • Default: "popular"
  • Required: No

• industry

  • Type: string
  • Description: Filter hashtags by industry category (optional). Leave empty to show all industries.
  • Default: ""
  • Required: No

• proxyConfiguration

  • Type: object
  • Description: 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.
  • Default: {"useApifyProxy": false}
  • Required: No

Output format

The actor saves a JSON array to output.json and also pushes each item to the dataset.

• When result_type = "top100"

[
  {
    "hashtag_id": "7000000000000000000",
    "hashtag_name": "fyp",
    "industry_info": {},
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1
  }
]

• When result_type = "top100_with_analytics"

[
  {
    "hashtag_id": "7000000000000000000",
    "hashtag_name": "fyp",
    "industry_info": {},
    "video_views": 9876543,
    "publish_cnt": 12345,
    "rank": 1,
    "rank_diff_type": 1,
    "analytics": {}
  }
]

• When result_type = "hashtag_analytics"

[
  {
    "hashtag_id": "7000000000000000000",
    "hashtag_name": "fyp",
    "analytics": {}
  }
]

Notes:

• The analytics object is returned from TikTok’s Creative Center hashtag detail endpoint and may include additional metrics/metadata depending on availability.
• Fields like industry_info may be empty if not provided by the source.

FAQ

How many hashtags can I extract per run?

You can extract between 1 and 500 hashtags per run by setting total_hashtags. The actor handles pagination automatically.

Can I sort by popularity or video views?

Yes. Set sort_order to "popular" or "video_views" to control how results are prioritized.

Can I filter by country and period?

Yes. Choose a supported country (e.g., US, GB, CA, IN) and set top100_period to "7", "30", or "120" days to shape your trend window.

Can I filter by industry?

Yes. Use the industry field to focus on categories like "Tech Electronics", "Food Beverage", "Sports Outdoor", and more. Leave it empty to include all industries.

Does it return detailed analytics?

Yes. Select result_type="top100_with_analytics" or "hashtag_analytics" to include an analytics object with each hashtag.

Does it require login?

No. The actor collects publicly available data and handles dynamic headers automatically, falling back to safe defaults when needed.

Can I use it with Python or via API?

Yes. This Apify actor can be triggered via the Apify API and fits into Python-based pipelines. It’s great for teams building a TikTok trending hashtags API integration or a no-code TikTok hashtag scraper workflow.

Is scraping TikTok hashtags legal?

Yes, when you use publicly available data responsibly and comply with platform terms and privacy regulations like GDPR/CCPA. Consult your legal team for specific cases.

Closing thoughts

Tiktok Trending Hashtags Scraper is built for fast, reliable, and structured TikTok hashtag intelligence. With country targeting, period control, sorting, industry filters, and optional analytics, it helps marketers, developers, analysts, and researchers export TikTok trending hashtag lists and power data-driven decisions. Trigger it via the Apify API or connect the dataset to your automation stack to turn real-time trends into actionable insights. Start extracting smarter hashtag data today.