# TikTok Trending Hashtags Scraper (`aboo.script/tiktok-trending-hashtags-scraper`) Actor

\[💰$2 / 1K] ⚡ Fast, cheap TikTok trending hashtags scraper. No login, no API key. Get Creative Center hashtag rankings in 27 countries for 7, 30 or 90 days, overall and in 15 industries: rank, posts, views, daily popularity trend and top creators. Perfect for content planning.

- **URL**: https://apify.com/aboo.script/tiktok-trending-hashtags-scraper.md
- **Developed by:** [Aboo Script](https://apify.com/aboo.script) (community)
- **Security:** Limited permissions
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.40 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## TikTok Trending Hashtags Scraper

![TikTok Trending Hashtags Scraper](https://i.ibb.co/F4cNnnn2/tiktok-trending-hashtags-banner.png)

**TikTok Trending Hashtags Scraper** extracts the trending hashtags from [TikTok Creative Center](https://ads.tiktok.com/creative/creativeCenter/trends/hashtag) 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](https://ads.tiktok.com/creative/creativeCenter/trends/hashtag) 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:

```json
{
  "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:

```json
{
  "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:

```json
{
  "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](https://apify.com/aboo.script/library-tiktok-scraper): TikTok ads in 33 European countries with advertisers, videos, landing pages, and audience targeting.
- [YouTube Live Chat Scraper](https://apify.com/aboo.script/youtube-live-chat-scraper): chat messages from YouTube live streams and replays.
- [Facebook Ads Library Scraper](https://apify.com/aboo.script/facebook-ads-scraper): Facebook, Instagram, Messenger, and Threads ads from the Meta Ad Library.
- [Snapchat Ads Gallery Scraper](https://apify.com/aboo.script/adsgallery-snap-scraper): Snapchat ads with headlines, videos, landing pages, and impressions per country.
- [LinkedIn Articles Scraper](https://apify.com/aboo.script/linkedin-pulse-scraper): LinkedIn Pulse articles and newsletter editions with full text and authors.

***

**Need help or want a custom solution?**

- 📧 Email: aboo.script@gmail.com
- 🧩 More scrapers: [Apify profile](https://apify.com/aboo.script)

### Image Credit

Image credit: [TikTok Creative Center](https://ads.tiktok.com/creative/creativeCenter/trends/hashtag)

# Actor input Schema

## `startUrls` (type: `array`):

TikTok Creative Center hashtag trends URLs. The country (region) and period (7, 30 or 90 days) in the URL are kept, e.g. https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=US\&period=7. Add one URL per country or period.

## `industries` (type: `array`):

Which hashtag rankings to collect for every start URL: the overall ranking (All industries) and/or industry rankings. Leave empty to collect the overall ranking plus every industry ranking.

## `maxResults` (type: `integer`):

Maximum number of hashtags to save for each start URL, across all selected rankings. Set 0 for no limit.

## Actor input object example

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

# Actor output Schema

## `overview` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

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

// Run the Actor and wait for it to finish
const run = await client.actor("aboo.script/tiktok-trending-hashtags-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

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

# Run the Actor and wait for it to finish
run = client.actor("aboo.script/tiktok-trending-hashtags-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "startUrls": [
    {
      "url": "https://ads.tiktok.com/creative/creativeCenter/trends/hashtag?region=US&period=7"
    }
  ],
  "industries": [],
  "maxResults": 20
}' |
apify call aboo.script/tiktok-trending-hashtags-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,aboo.script/tiktok-trending-hashtags-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/pZ6bwfhdoi7WWOyF9/builds/P2sDyfYe7dOX6zgYa/openapi.json