TikTok Trending Hashtags Scraper

TikTok Trending Hashtags Scraper extracts the trending hashtags from TikTok Creative Center into clean, structured data you can download as JSON, CSV, Excel, or HTML. Paste a TikTok hashtag trends URL for any supported country and get the rank, number of posts, views, industries, daily popularity trend, and top creators for every trending hashtag. No account or login required.

Introduction

TikTok Creative Center is TikTok's free trend hub for marketers and creators. Its hashtag trends page ranks the hashtags that are growing fastest in each country over the last 7, 30, or 90 days, overall and per industry, based on post volume, viewer traffic, and growth.

This actor collects the same public information you see in your browser and turns it into a ready-to-use dataset. You can run it once, schedule it to run daily or weekly, or connect it to your own tools to track TikTok trends over time.

What data can you extract from TikTok Creative Center?

• #️⃣ Hashtag name, hashtag ID, and a direct link to the hashtag page on TikTok
• 🏆 Rank inside the ranking it was found in (all industries or one industry)
• 🌍 Country and time period (7, 30, or 90 days)
• 📊 Number of posts and total video views
• 🏭 Industries the hashtag is linked to
• 📈 Daily popularity trend for the selected period
• 👤 Top creators using the hashtag: name, username, profile link, avatar, followers, and country

Use Cases

• 📈 Trend research: see which hashtags are rising in a country this week, this month, or this quarter.
• 🎯 Content planning: pick hashtags that fit your niche, such as beauty, games, travel, or food, before you post.
• 🕵️ Market monitoring: compare trending topics across countries and industries for regional campaigns.
• 🤝 Influencer discovery: find creators who are already using the hashtags that are growing in your industry.
• 🤖 AI and automation: feed clean, structured trend data into spreadsheets, dashboards, or AI workflows.

How to scrape TikTok trending hashtags step by step

1. Paste one or more TikTok hashtag trends URLs into Start URLs, one per country and period.
2. Pick the Rankings you want, or leave it empty to get the overall ranking plus every industry ranking.
3. Set Max results per URL to how many hashtags you want for each start URL.
4. Click Start and download your data in JSON, CSV, Excel, or HTML from the Output tab.

Input

• Start URLs: TikTok Creative Center hashtag trends URLs. The country (region) and time period (period: 7, 30, or 90 days) in the URL are used, for example https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=GB&period=30. Older Creative Center hashtag URLs also work. Add one URL for each country or period you want.
• Rankings: which rankings to collect for every start URL: All industries and/or industry rankings such as Beauty & Personal Care, Games, Travel, or Food & Beverage. Leave it empty to collect the overall ranking plus all 15 industry rankings.
• Max results per URL: how many hashtags to save for each start URL, across all selected rankings. Set 0 for no limit.

Input Examples

Trending hashtags in the United States over the last 7 days, across all rankings:

{
  "startUrls": [
    { "url": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=US&period=7" }
  ],
  "industries": [],
  "maxResults": 20
}

Overall and games rankings in the United Kingdom and Japan over the last 30 days:

{
  "startUrls": [
    { "url": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=GB&period=30" },
    { "url": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=JP&period=30" }
  ],
  "industries": ["all", "25000000000"],
  "maxResults": 0
}

Output

Each trending hashtag is saved as one item in the dataset. Here is an example of a single item:

{
  "url": "https://www.tiktok.com/tag/signature",
  "hashtagId": "255104",
  "hashtag": "signature",
  "rank": 1,
  "ranking": "Education",
  "rankingIndustryId": "10000000000",
  "countryCode": "US",
  "country": "United States",
  "periodDays": 7,
  "posts": 5514,
  "views": 172324701,
  "industries": ["Education"],
  "popularityTrend": [
    { "date": "2026-10-09T00:00:00.000Z", "value": 0 },
    { "date": "2026-10-10T00:00:00.000Z", "value": 56.5 },
    { "date": "2026-10-11T00:00:00.000Z", "value": 91.86 }
  ],
  "topCreators": [
    {
      "nickname": "Aryah M.",
      "username": "aryah.ma",
      "profileUrl": "https://www.tiktok.com/@aryah.ma",
      "avatarUrl": "https://p16-common-sign.tiktokcdn.com/tos-maliva-avt-0068/8042e2d503c7f2e10cea556866687bef~tplv-tiktokx-cropcenter:300:300.jpeg?...",
      "followers": 4884,
      "country": "US",
      "rank": 1,
      "userId": "131395965462188032"
    }
  ],
  "sourceUrl": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=US&period=7",
  "scrapedAt": "2026-10-30T17:13:48.165Z"
}

You can download the dataset in JSON, CSV, Excel, XML, or HTML, or access it through the Apify API.

Notes

• Without logging in, TikTok Creative Center shows the top 3 hashtags of each ranking. That is why the actor collects every ranking you select (overall plus up to 15 industries), which gives up to 48 trending hashtags per country and period.
• A hashtag that trends overall and in an industry appears once per ranking, with a different ranking value.
• Hashtag trends are available for 27 countries: US, GB, FR, DE, IT, ES, AR, AU, BR, CA, CO, EG, ID, IL, JP, KR, MY, MX, PH, SA, SG, ZA, TW, TH, TR, AE, and VN. URLs for other countries, and URLs that are not hashtag trends pages, are skipped.
• The popularity trend is relative: 100 is the most popular day of the selected period. TikTok updates the trend data with a delay of a few days.
• Some hashtags are not linked to any industry, so industries can be an empty list.

Why use the TikTok Trending Hashtags Scraper?

• ✅ No login needed: works with public data only, so there is no TikTok account to manage.
• 🌍 Many countries at once: add one URL per country or period and get every ranking in a single run.
• 🏭 All industries in one go: collect the overall and industry rankings together instead of switching filters by hand.
• 🧹 Clean data: posts and views are real numbers, dates use one standard format, and creators come with profile links.
• 🔄 Ready for automation: schedule runs, export to Google Sheets, or connect to Make, Zapier, and n8n.

FAQ

How many hashtags can I scrape?

Up to 48 per country and period: the top 3 of the overall ranking and of each of the 15 industry rankings. Use Max results per URL to keep runs smaller.

Do I need a TikTok account?

No. The actor only collects publicly available data. You do not need to log in or provide any account details.

Can I track trends over time?

Yes. Use Apify Schedules to run the actor every day or week and compare the datasets to see which hashtags are rising or fading.

Can I request a new feature or filter?

Yes. Right now the actor supports hashtag trends URLs and a ranking filter. If you need other inputs or data, get in touch and they can be added.

Can I get a custom or private version?

Yes. The actor can be customized for your workflow, delivered as a private version, or a new scraper can be built for a different website. Use the contact details below.

Need to scrape other social media and ad platforms?

• TikTok Ad Library Scraper: TikTok ads in 33 European countries with advertisers, videos, landing pages, and audience targeting.
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• Facebook Ads Library Scraper: Facebook, Instagram, Messenger, and Threads ads from the Meta Ad Library.
• Snapchat Ads Gallery Scraper: Snapchat ads with headlines, videos, landing pages, and impressions per country.
• LinkedIn Articles Scraper: LinkedIn Pulse articles and newsletter editions with full text and authors.

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Need help or want a custom solution?

• 📧 Email: aboo.script@gmail.com
• 🧩 More scrapers: Apify profile

Image Credit

Image credit: TikTok Creative Center