TikTok Hashtag Analytics & Trends Scraper

Pull TikTok hashtag analytics from the public Creative Center: video views, post counts, week-over-week growth, related trending hashtags and top videos, with no login or API key

Views + growth per hashtag

Trend discovery related hashtag graph

JSON / CSV / Excel output formats

What you get

Each record is one TikTok hashtag with the analytics that TikTok publishes on its Creative Center trend pages. Give the actor a list of hashtags to analyze, or leave it empty and let it discover trending hashtags by following the related hashtag graph.

• imageUrl: cover image of the hashtag's top video
• hashtagName: the hashtag, without the leading #
• url: link to the hashtag page inside TikTok Creative Center
• videoViews: total views across videos using the hashtag
• videoViewsWow: week-over-week change in views as a rate (0.5 means +50 percent, -0.4 means -40 percent)
• postCount: number of videos published with the hashtag
• postCountWow: week-over-week change in post count as a rate
• region: market and language context selected for the run
• relatedHashtags*: list of related trending hashtags, each with its own view count
• topVideos*: top videos for the hashtag, each with title, url, views, likes, comments, shares, author and cover
• observedAt: when the hashtag was last seen by the scraper

*These fields appear when Include related hashtags and top videos is on (the default).

How it works

TikTok publishes hashtag trend data on its public Creative Center pages. This actor reads that public data directly over HTTP, with no login and no API key.

• Analyze your own hashtags: add hashtags to the Hashtags field (with or without #). The actor returns analytics for every one that TikTok tracks in its public trend index.
• Discover trending hashtags: leave the Hashtags field empty. The actor starts from a set of trending hashtags and follows the related hashtag graph, collecting new trending hashtags until it reaches your Max Items.

Only hashtags that TikTok includes in its public trend index return data, so very generic tags may not resolve. The related hashtag graph is the reliable way to surface what is trending right now.

Example use cases

Ready-to-run example tasks, each preconfigured for a common scenario. Open one and press run, or use it as a template:

• Trending TikTok Hashtags (US): Discover trending TikTok hashtags in the US with post counts, view counts, related hashtags and top videos for content and marketing research.
• Trending TikTok Hashtags (UK): Discover trending TikTok hashtags for the UK market with post counts, view counts, related hashtags and top videos for creators and brands.
• NBA Basketball TikTok Hashtags (US): Analyze NBA and basketball TikTok hashtags with post counts, views, related trending tags and top videos for sports marketing and content research.
• NFL Football TikTok Hashtags (US): Analyze NFL and American football TikTok hashtags with post counts, views, related trending tags and top videos for sports content strategy.
• Soccer TikTok Hashtags (UK): Analyze soccer and football TikTok hashtags for the UK with post counts, views, related trending tags and top videos for sports marketing.
• UFC Combat Sports TikTok Hashtags: Analyze UFC and combat sports TikTok hashtags with post counts, views, related trending tags and top videos for sports content and marketing.
• Fortnite Gaming TikTok Hashtags: Analyze Fortnite and gaming TikTok hashtags with post counts, views, related trending tags and top videos for gaming content and creator research.
• Mobile Gaming TikTok Hashtags: Analyze mobile gaming TikTok hashtags like Mobile Legends with post counts, views, related trending tags and top videos for gaming marketing.
• K-Pop Music TikTok Hashtags: Analyze K-pop and music TikTok hashtags with post counts, views, related trending tags and top videos for music promotion and fan research.
• Travel Paris TikTok Hashtags: Analyze travel TikTok hashtags around Paris with post counts, views, related trending destinations and top videos for travel content and marketing.

Who is it for

Use case	Who benefits
Finding trending hashtags before publishing	Social media managers and creators
Measuring hashtag momentum with week-over-week growth	Growth and performance marketers
Building hashtag sets for a campaign	Agencies and content strategists
Sourcing top-performing reference videos per hashtag	Creative strategists
Tracking which hashtags are rising or fading	Brand and trend analysts

Input

Field	Type	Description
Max Items	integer	Maximum number of hashtags to collect.
Include related hashtags and top videos	boolean	Add related hashtags and top videos to each record. On by default.
Hashtags	list	Specific hashtags to analyze. Leave empty to discover trending hashtags.
Discover related trending hashtags	boolean	Follow the related hashtag graph to find more trending hashtags. On by default.
Region	select	Market and language context for the hashtag pages.
Proxy configuration	object	Optional. The actor works without a proxy.

Example output

{
  "imageUrl": "https://p16-sign.tiktokcdn-us.com/...tplv-tiktokx-origin.image",
  "hashtagName": "nfl",
  "url": "https://ads.tiktok.com/creative/top-hashtag/US/nfl",
  "videoViews": 5586066480,
  "videoViewsWow": 1.86,
  "postCount": 189766,
  "postCountWow": 0.57,
  "region": "US",
  "relatedHashtags": [
    { "name": "superbowl", "videoViews": 3120044120 },
    { "name": "badbunny", "videoViews": 2874531900 }
  ],
  "topVideos": [
    {
      "title": "AppleMusicHalftime badbunny superbowl nfl",
      "url": "https://www.tiktok.com/@tiktok/video/7586449365934427414",
      "views": 130412117,
      "likes": 10806346,
      "comments": 114854,
      "shares": 227098,
      "author": "creatorname",
      "authorUrl": "https://www.tiktok.com/@creatorname",
      "cover": "https://p16-sign.tiktokcdn-us.com/...image"
    }
  ],
  "observedAt": "2026-07-03T00:15:32.000Z"
}

Frequently Asked Questions

Does this scraper need a TikTok login or API key? No. It reads the public Creative Center hashtag trend data over HTTP, with no account, no login and no API key.

Why did some of my hashtags return nothing? Only hashtags that TikTok includes in its public trend index return data. Very generic or low-volume tags may not be tracked. Leave the Hashtags field empty to let the actor discover trending hashtags that are guaranteed to resolve.

What does the week-over-week value mean? videoViewsWow and postCountWow are growth rates comparing the current week to the previous one. A value of 0.5 means a 50 percent increase, and -0.4 means a 40 percent decrease.

Are the view and post counts specific to one country? TikTok reports global view and post counts for each hashtag. The Region setting selects the market and language context and the canonical hashtag URL, but the counts themselves are global.

How many hashtags can I collect in one run? Set Max Items to control the volume. With trend discovery on, the actor keeps following the related hashtag graph and collecting new hashtags until it reaches your limit.

What output formats are supported? Every run can be exported as JSON, CSV or Excel, or pulled from the Apify dataset API.

Export, API and AI agents (x402 + MCP)

Export the scraped data to JSON, CSV or Excel, pull it as a dataset through the Apify API, or wire it into your app with no code. This web scraper and data extractor also works for bulk data extraction and scheduled runs.

For AI agents: this Actor is available on x402, Apify's agentic payment standard built with Coinbase. An AI agent can discover, pay for and run it on its own with a funded wallet and a single HTTP request: no account, no subscription, no API key and no human in the loop. It also runs as an MCP tool inside Claude, Cursor and other AI clients out of the box. Learn more about x402 agentic payments on Apify.