Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper

Tiktok Trending Hashtags Scraper is an Apify actor that extracts real-time trending hashtag data from TikTok’s Creative Center, helping marketers, developers, analysts, and researchers discover what’s rising now and why. It solves the challenge of rapid trend discovery by letting you scrape TikTok trending hashtags with country, period, sorting, and industry filters — ideal as a TikTok trending hashtags scraper, TikTok hashtag extractor, or TikTok trend hashtags API for scalable workflows. With configurable result types, it powers data-driven content strategy, hashtag research, and competitor monitoring at scale. 🚀

What data / output can you get?

Below are the core fields the actor pushes to the dataset, plus an optional analytics object depending on the selected result_type. This makes it a reliable TikTok hashtags data scraper and TikTok hashtag analytics scraper for structured outputs.

Data field	Description	Example value
hashtag_id	Unique identifier of the hashtag	"7559694544908845112"
hashtag_name	Clean hashtag text (without the # symbol)	"fyp"
industry_info	Industry metadata object returned by TikTok (when available)	{}
video_views	Aggregate video views associated with the hashtag	9876543
publish_cnt	Number of public posts using the hashtag	12345
rank	Hashtag rank within the trending list	1
rank_diff_type	Rank change indicator code	1
analytics	Full analytics object returned by TikTok for the hashtag (included when using analytics result types)	{}

Notes:

• The analytics object is returned directly from TikTok and attached unchanged when you select an analytics-enabled result_type.
• The actor saves the full array response to output.json and also pushes each item to the run’s dataset, so you can download or integrate results easily.

Key features

• ⚡ Real-time trending insights Fetch live hashtag data from TikTok’s Creative Center endpoints to power rapid trend discovery and content decisions.

• 🌍 Country and period controls Target specific markets using Country Code (US, GB, CA, …) and select Time Period (days) from 7, 30, or 120 for trend windows.

• 🧭 Sorting and industry filters Choose Sort Order (popular or video_views) and optionally filter by Industry to focus your TikTok hashtag discovery tool on relevant niches.

• 🧠 Analytics-ready result types Pick between top100, top100_with_analytics, and hashtag_analytics to control whether you get summary fields only or full analytics per hashtag — perfect for a TikTok trends scraping tool.

• 🔁 Robust proxy fallback Built-in logic automatically falls back from no proxy → datacenter → residential proxies with rotation on blocks (403/429/503), improving resilience when you extract TikTok trending hashtags at scale.

• 🚦 Reliability at scale Concurrency limits, retries with backoff, and lightweight delays are tuned to collect consistent results for batch runs of up to 500 hashtags.

• 🧪 Developer-friendly workflow Output is saved as a single JSON array (output.json) and each item is pushed to the dataset. Configure everything via structured input — a clean fit for pipelines, scripts, and the TikTok hashtag discovery tool use case.

• 🔌 Integration-ready Use the actor in automation stacks or data ops pipelines where a TikTok trending tags finder and TikTok trending topics scraper are needed for downstream analytics.

How to use Tiktok Trending Hashtags Scraper - step by step

1. 🔑 Log in to Apify Sign up or log in to your Apify account.

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

3. 🧾 Choose your result_type Select one of: top100, top100_with_analytics, or hashtag_analytics.

4. 🌍 Set country and period Choose Country Code and Time Period (days) via top100_period: "7", "30", or "120".

5. 📈 Configure scope and sorting Set total_hashtags (1–500), choose sort_order ("popular" or "video_views"), and optionally select industry.

6. 🛡️ Configure proxy (optional) Use proxyConfiguration if needed. If TikTok rejects requests, the actor automatically falls back to datacenter proxy, then residential proxy.

7. ▶️ Run the actor Click Start. The actor collects trending hashtags and (optionally) their analytics.

8. 📥 Retrieve results

   • Dataset: Each item is pushed to the dataset for browsing/filtering.
   • Key-value store: The entire array is saved to output.json for direct download.

Pro tip: Use result_type = "hashtag_analytics" for a compact array of {hashtag_id, hashtag_name, analytics} objects when you only need the analytics payload for your pipeline.

Use cases

Use case	Description
Marketing trend scouting	Identify rising topics to boost reach and engagement; a practical TikTok hashtag research tool for campaign planning.
Content planning for creators	Scrape TikTok trending hashtags to select high-impact tags by country, period, and niche.
Competitor and category tracking	Monitor rank and momentum signals to benchmark against peers using a TikTok hashtag analytics scraper.
Regional insights	Compare markets with a TikTok trending tags finder by switching Country Code and Time Period windows.
Research & academia	Gather structured observations for social trend analysis using a reproducible TikTok trends scraping tool.
Automation pipelines	Feed a TikTok trend hashtags API output (JSON) into dashboards, reports, and alerting systems.

Why choose Tiktok Trending Hashtags Scraper?

This actor is built for precision, control, and reliable automation when you need a production-ready TikTok hashtags data scraper.

• ✅ Accurate fields and clean structure: Consistent keys for rank, counts, and views, plus optional analytics.
• 🌐 Market and period flexibility: Country Code enums and 7/30/120-day windows give you precise trend slices.
• 🧭 Controlled sorting and filtering: Sort by popularity or video views; optionally filter by industry.
• 🧱 Resilient infrastructure: Retries, backoff, concurrency controls, and smart proxy fallbacks for stable runs.
• 🧩 Developer-first design: Clear result_type options to tailor the output shape to your pipeline needs.
• 🔒 Responsible by design: Targets publicly available endpoints and supports responsible data use.

In short, it’s a robust TikTok trending hashtags scraper that outperforms brittle, manual workflows with stable, automation-ready output.

Is it legal / ethical to use this actor?

Yes — when done responsibly. The actor targets publicly available TikTok endpoints and does not access private accounts or messages. You are responsible for ensuring your use complies with:

• Platform Terms of Service (TikTok)
• Applicable privacy regulations (e.g., GDPR, CCPA)
• Responsible data usage practices in your jurisdiction and organization

If in doubt, consult your legal team before using scraped data in production contexts.

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
  }
}

Input fields

• result_type (string; default "hashtag_analytics"; required: no) Type of results to fetch. Enum: ["top100", "top100_with_analytics", "hashtag_analytics"].
• country (string; default "US"; required: no) Country code (e.g., US, GB, CA). Enum includes: 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; default "30"; required: no) Time Period (days). Valid values: "7", "30", "120".
• total_hashtags (integer; default 100; required: no; min 1; max 500) Total number of hashtags to fetch.
• sort_order (string; default "popular"; required: no) How to sort the hashtags. Enum: ["popular", "video_views"].
• industry (string; default ""; required: no) Filter by industry category (optional). Leave empty to include all industries. Enum includes: "", "News Entertainment", "Education", "Health", "Vehicle Transportation", "Sports Outdoor", "Tech Electronics", "Beauty Personal Care", "Travel", "Financial Services", "Baby, Kids Maternity", "Games", "Life Services", "Pets", "Household Products", "Food Beverage", "Home Improvement", "Apparel Accessories", "Business Services".
• proxyConfiguration (object; default {"useApifyProxy": false}; 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.

Output format

The actor saves a single JSON array to output.json and pushes each item to the dataset. The item schema depends on result_type:

• result_type = "top100" Each dataset item contains summary fields only.

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

• result_type = "top100_with_analytics" Each dataset item contains summary fields plus a full analytics object returned by TikTok.

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

• result_type = "hashtag_analytics" Each dataset item contains the hashtag identifiers and the analytics object only.

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

Note:

• analytics is passed through unchanged from TikTok’s endpoint and may include additional metrics or metadata. Its structure can vary by hashtag, country, and period.

FAQ

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

Set result_type to "top100" or "top100_with_analytics", choose your Country Code and top100_period (e.g., "30"), then run the actor. You’ll get an ordered list with rank and engagement metrics.

Which result_type should I choose?

Use "top100" for fast summaries, "top100_with_analytics" to include both summaries and detailed analytics, and "hashtag_analytics" when you only want the analytics payload per hashtag.

Can I sort by popularity or video views?

Yes. Set sort_order to "popular" or "video_views" to align the list with your preferred ranking signal.

How many hashtags can I extract per run?

You can fetch between 1 and 500 hashtags per run using the total_hashtags parameter.

Does it require logging into TikTok?

No. The actor targets publicly available endpoints and uses dynamic headers plus proxy fallback to collect data without TikTok account authentication.

Can I filter by country or industry?

Yes. Use the country parameter (e.g., "US", "GB", "CA", etc.) and optionally apply an industry filter from the provided enum to focus on niche categories.

What time windows are supported?

Select top100_period from "7", "30", or "120" to get 7-day, 30-day, or 120-day trend windows.

Is this a good fit for API pipelines or Python scripts?

Yes. The actor produces structured JSON (output.json) and pushes items to the dataset, making it easy to integrate into pipelines as a TikTok hashtag extractor, TikTok trending topics scraper, or TikTok trends scraping tool.

Final thoughts

Tiktok Trending Hashtags Scraper is built to help you discover and analyze TikTok trends with precision and scale. With country, period, sorting, and industry controls — plus selectable result types — it serves marketers, creators, analysts, and researchers who need a dependable TikTok trending hashtags scraper for data-driven decisions. Run it programmatically, store outputs as JSON, and plug the results into your reporting or automation stack to start extracting smarter insights today.