TikTok Hashtag Analytics & Trends Scraper

The most complete TikTok hashtag analytics scraper: video views, post counts, week-over-week growth, trend direction, average views per post, engagement rate, related trending hashtags and enriched top videos (video ID, direct video URL, creator profile), with no login or API key

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Views + growth per hashtag

Trend discovery related hashtag graph

Enriched top videos ID, direct URL, creator

Sort + filters min views, only rising

JSON / CSV / Excel output formats

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.

What you get for every hashtag

This is the most complete hashtag record available without a TikTok login:

Field	What it is
hashtagName, url, region	Hashtag, canonical Creative Center URL, market context
videoViews, postCount	Total video views and total posts using the hashtag
videoViewsWow, postCountWow	Week-over-week growth rate for views and posts (0.5 means +50 percent)
trend	Simple momentum label: rising, flat or falling
avgViewsPerPost	Views divided by posts, a reach-per-post signal
relatedHashtags	Related trending hashtags with their own view counts
relatedHashtagCount	How many related hashtags were returned
topVideos	Top videos for the hashtag, each with the fields below
topVideoAvgEngagementRate	Average engagement rate across the top videos
dataUpdatedAt	When TikTok last refreshed this hashtag on its side
observedAt	When this actor collected the record

Each entry in topVideos includes title, url, videoId, views, likes, comments, shares, engagementRate, author, authorUrl, authorAvatar, creatorMarketplaceUrl, videoUrl (direct video link) and cover.

Filters and sorting

Optional controls, all off by default so the full output is never reduced unless you ask:

• Sort by: order results by video views, post count, views growth, posts growth or average views per post (highest first).
• Only rising hashtags: keep only hashtags whose views grew week over week, to catch trends early.
• Minimum video views and Minimum post count: drop low-volume hashtags.
• Max top videos per hashtag: cap how many top videos are returned per hashtag.
• Region and Content language: set the market context and the language of hashtag and video text.

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

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",
  "trend": "rising",
  "avgViewsPerPost": 29437,
  "relatedHashtagCount": 6,
  "topVideoAvgEngagementRate": 8.42,
  "dataUpdatedAt": "2026-07-23T05:10:41.000Z",
  "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": "nfl",
      "authorUrl": "https://www.tiktok.com/@nfl",
      "cover": "https://p16-sign.tiktokcdn-us.com/...image",
      "videoId": "7586449365934427414",
      "engagementRate": 8.549,
      "videoUrl": "https://v77.tiktokcdn.com/...video_mp4",
      "authorAvatar": "https://p16-sign-va.tiktokcdn.com/...cropcenter.png",
      "creatorMarketplaceUrl": "https://ads.tiktok.com/creative/creatormarketplace/creator-profile/6634193109470593000"
    }
  ],
  "observedAt": "2026-07-25T00:15:32.000Z"
}

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.

Can I sort results or filter out small hashtags? Yes. Use Sort by to order results by views, posts or growth, Only rising hashtags to keep the ones growing week over week, and Minimum video views or Minimum post count to drop low-volume tags. All filters are off by default.

Does it return a fixed trend rank or industry category? No. TikTok keeps the ranked leaderboard and industry classification behind a login, so no keyless scraper can return a true rank number or industry for a hashtag without an account. This actor gives you the growth-based trend label and the full growth rates instead, which is the honest public signal.

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

Why teams choose this scraper

• You are never charged for empty or failed runs — you only pay for data you actually receive.
• Maintained and monitored — if the source site changes, we fix it fast.
• Clean, typed output — one record per result, ready for your CRM, spreadsheet or database.

If this scraper saves you time, a quick ⭐ review on Apify helps other people find it and helps us keep improving it.