TikTok Trends Scraper — TikTok Creative Center trending hashtags & top videos

Scrape TikTok trends from TikTok Creative Center with no login: trending hashtags with post counts, video views, a daily trend curve and their top creators, plus top trending TikTok videos with views, engagement rate and creator, for any supported country, time period and industry. A simple TikTok API alternative for TikTok Shop sellers, dropshippers, marketers and creators.

What is TikTok Trends Scraper?

TikTok Trends Scraper is a TikTok Creative Center scraper. It reads the same public, logged-out trend data that TikTok shows on its Creative Center trends pages (ads.tiktok.com/creative/creativeCenter/trends) and returns it as one clean record per hashtag or video.

• No login, no cookies, no browser. It only reads public, aggregated trend data.
• Two data types: hashtags (trending hashtags) and videos (top trending videos).
• 27 countries for hashtags, including US, ID, TH, VN, MY, PH, GB, JP, KR, SA, AE, BR and MX. Videos cover US, JP, VN, TH and ID.
• Several markets in one run. Compare trending hashtags across countries side by side.
• Industry and content filters. Get the top hashtags for Beauty & Personal Care, Apparel & Accessories, Household Products and 12 more industries, or top videos by content tag.
• Download your data as JSON, CSV, Excel, HTML or XML, or read it through the Apify API.

What data can I extract from TikTok Creative Center?

Trending hashtags (type: "hashtags")

Field	Description
rank	Position in Creative Center's popularity ranking
hashtag / hashtagId	Hashtag name (without #) and TikTok's hashtag ID
posts	Number of posts using the hashtag in the period
videoViews	Views of videos with the hashtag in the period
industries	Industries TikTok assigns to the hashtag
trend	Daily popularity curve, [{ date, value }], where 100 is the peak day
topCreators	Top public creators using the hashtag: nickname, handle, followers, avatar, profile URL
industryFilter	The industry filter that produced this row (null = overall ranking)
url / creativeCenterUrl	TikTok tag page and Creative Center detail page

Top videos (type: "videos")

Field	Description
rank	Position in the ranking for the selected metric
videoId / title / url	Video ID, caption with hashtags, and TikTok video URL
coverUrl	Cover image
createdAt	When the video was posted
videoViews / videoViewsLifetime / organicVideoViews	Views in the period, lifetime views, and organic (non-paid) views
engagementRate / sixSecondViewRate	Engagement rate and share of views lasting 6 seconds or more (0–1)
creator	Public creator profile: nickname, handle, followers, avatar, URL
sortBy / contentTagFilter	Ranking metric and content tag used

Every item also has type, countryCode, period (days) and scrapedAt.

How can I use TikTok trends data?

• Product research for TikTok Shop and dropshipping. Spot rising hashtags in Beauty, Apparel or Household Products in the market you sell to, before they peak.
• Content ideas. Find the hashtags and video formats that are trending this week and plan posts around them.
• Influencer discovery. Each trending hashtag comes with its top public creators and their follower counts, which gives you a ready shortlist for outreach.
• Ad market research by country. Compare what trends in the US, Indonesia, Thailand, Vietnam or Saudi Arabia before you launch a campaign or a cross-border store.
• Trend monitoring. Schedule a daily run and build your own history of TikTok trending hashtags per market.

How to scrape TikTok Creative Center

1. Click Try for free on this Actor's page. You need a free Apify account.
2. Choose What to scrape: trending hashtags or top videos.
3. Pick one or more countries and a period (7, 30 or 90 days).
4. Optionally pick industries (hashtags) or content tags and a ranking metric (videos).
5. Click Start, then download the dataset as JSON, CSV, Excel or HTML, or connect it to your tools through the API.

How many results per query? For logged-out visitors, TikTok Creative Center shows the top 3 hashtags and the top 4 videos for each combination of country, period and filter. To get more rows, add countries, industries or content tags. For example, 5 countries × 15 industries gives up to 225 trending hashtags. The same hashtag is not repeated within one country.

How much does it cost to scrape TikTok trends?

This Actor uses pay-per-event pricing, so you only pay for results you get:

Event	Price
Actor start	$0.005 per run
trend-result (one hashtag or video in the dataset)	$0.003 per result, or $3 per 1,000 results

Example: 100 trending hashtags cost $0.005 + 100 × $0.003 = $0.305.

The Apify free plan includes $5 of monthly credit, which covers about 1,600 results per month. Error items, such as an unsupported country, are never charged. You can set a maximum cost per run. When the Actor reaches it, it stops cleanly and keeps everything scraped so far.

⬇️ Input

Field	Type	Default	Description
type	hashtags | videos	hashtags	What to scrape (required)
countryCodes	list of country codes	["US"]	Markets to scrape. Hashtags: US, FR, DE, IT, ES, GB, AR, AU, BR, CA, CO, EG, ID, IL, JP, KR, MY, MX, PH, SA, SG, ZA, TW, TH, TR, AE, VN. Videos: US, JP, VN, TH, ID
period	"7" | "30" | "90"	"7"	Trend window in days. 90 is available for hashtags only
industries	list of industry IDs	all	Hashtags only. One ranking per industry, e.g. 14000000000 Beauty & Personal Care, 22000000000 Apparel & Accessories, 18000000000 Household Products
contentTags	list of tag IDs	all	Videos only: 11002 Beauty & Care, 11003 Fashion, 11010 Food & Beverage, 11013 Lifestyle & Leisure, 11015 Technology & Finance
sortBy	views | engagement | completion	views	Videos only: the ranking metric
maxItems	integer	100	Maximum results for the whole run

{
  "type": "hashtags",
  "countryCodes": ["US", "ID"],
  "period": "7",
  "industries": ["14000000000", "22000000000", "18000000000"],
  "maxItems": 50
}

Top beauty videos in Thailand by engagement: { "type": "videos", "countryCodes": ["TH"], "period": "30", "contentTags": ["11002"], "sortBy": "engagement" }

⬆️ Output

You get one item per hashtag or video. The Overview table view in Apify Console shows the rank, country, hashtag or video title, posts, views and URL at a glance. This is a real sample, with the avatar URL shortened:

{
  "type": "hashtags",
  "countryCode": "US",
  "period": 7,
  "industryFilter": "Beauty & Personal Care",
  "rank": 1,
  "hashtag": "metoo",
  "hashtagId": "35887",
  "posts": 3046,
  "videoViews": 19524941,
  "industries": ["News & Entertainment", "Beauty & Personal Care"],
  "trend": [
    { "date": "2026-09-27", "value": 0 },
    { "date": "2026-09-28", "value": 13.5 },
    { "date": "2026-09-29", "value": 66.5 },
    { "date": "2026-09-30", "value": 98.8 },
    { "date": "2026-10-01", "value": 100 },
    { "date": "2026-10-02", "value": 79 },
    { "date": "2026-10-03", "value": 56.1 }
  ],
  "topCreators": [
    { "nickname": "newsgirls.reports", "handle": "newsgirls.reports", "followers": 46115, "avatarUrl": "https://p16-common-sign.tiktokcdn.com/...", "url": "https://www.tiktok.com/@newsgirls.reports" }
  ],
  "url": "https://www.tiktok.com/tag/metoo",
  "creativeCenterUrl": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag/35887?region=US&period=7",
  "scrapedAt": "2026-10-05T02:32:46.933Z"
}

Video item (real sample, shortened):

{
  "type": "videos",
  "countryCode": "US",
  "period": 30,
  "sortBy": "engagement",
  "contentTagFilter": "Beauty & Care",
  "rank": 1,
  "videoId": "7665562084373040398",
  "title": "Let’s go hygiene shopping @target 🧖‍♀️❤️ ... #hygieneproducts #selfcare",
  "url": "https://www.tiktok.com/@lavishkei/video/7665562084373040398",
  "coverUrl": "https://p19-common-sign.tiktokcdn-us.com/...",
  "createdAt": "2026-07-24T15:00:00.000Z",
  "videoViews": 16712,
  "videoViewsLifetime": 49117,
  "organicVideoViews": 16712,
  "engagementRate": 0.428,
  "sixSecondViewRate": 0.474,
  "creator": { "nickname": "Lavishkei", "handle": "lavishkei", "followers": 132685, "avatarUrl": "https://...", "url": "https://www.tiktok.com/@lavishkei" },
  "scrapedAt": "2026-10-05T02:32:56.274Z"
}

Notes on fields:

• trend.value is relative popularity on a 0–100 scale, where 100 is the busiest day in the period.
• Image URLs are signed by TikTok's CDN and expire after a few days. Download them if you need to keep them.

Error items

{ "type": "videos", "countryCode": "GB", "period": 30, "errorType": "UNSUPPORTED_COUNTRY", "error": "videos are available for: US, JP, VN, TH, ID" }

errorType is UNSUPPORTED_COUNTRY or FETCH_FAILED. Error items are never charged.

Integrations and API

Python (pip install apify-client):

from apify_client import ApifyClient

client = ApifyClient("<YOUR_API_TOKEN>")
run = client.actor("istmobot/tiktok-trends-scraper").call(run_input={
    "type": "hashtags",
    "countryCodes": ["US", "ID", "TH"],
    "period": "7",
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["countryCode"], item.get("rank"), item.get("hashtag"), item.get("videoViews"))

Node.js (npm install apify-client):

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: '<YOUR_API_TOKEN>' });
const run = await client.actor('istmobot/tiktok-trends-scraper').call({
    type: 'videos',
    countryCodes: ['US', 'VN'],
    period: '7',
    sortBy: 'views',
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

• Schedules. Run the Actor daily to track TikTok trending hashtags per market over time.
• Webhooks. Get notified, or trigger your own pipeline, when a run finishes.
• Make, Zapier, n8n. Send TikTok trends to Google Sheets, Airtable, Slack or a database without code.
• AI agents. Use the Actor from Claude, ChatGPT or any MCP client through the Apify MCP server (https://mcp.apify.com).

FAQ

Do I need a TikTok account or login? No. The Actor reads only the public trend data that Creative Center shows to logged-out visitors. It uses no cookies, no account and no browser.

Is it legal to scrape TikTok Creative Center? The Actor collects only publicly available, aggregated trend data (hashtag statistics and top content that TikTok publishes for marketers). It does not log in or bypass any access control. Creator fields are limited to the public profile details that Creative Center itself displays. You are responsible for using the data in line with applicable laws, including GDPR, and with TikTok's terms. If you are unsure, consult a lawyer.

How fresh is the data? It is as fresh as TikTok Creative Center. Hashtag rankings and the daily trend curve update every day. Video rankings use the latest daily snapshot that TikTok publishes. Each item has a scrapedAt timestamp.

Why do I get only 3 hashtags or 4 videos per country? That is how much Creative Center shows to logged-out visitors for each country, period and filter. Add more countries, industries or content tags to get more results in one run.

Can I get trending songs or a creator leaderboard? Not at the moment. TikTok's redesigned Creative Center no longer offers public song or creator rankings. The top creators for each trending hashtag are included in the topCreators field.

Can I schedule it? Yes. Use Apify Schedules to run it on any interval, for example daily, and combine it with webhooks or integrations to push results wherever you need them.

Do I need proxies? No. Each run makes only a few lightweight requests.

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Your feedback

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Disclaimer

This is an unofficial tool. It is not affiliated with, endorsed by or sponsored by TikTok or ByteDance.