Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper is an Apify actor that finds trending TikTok creators by country and extracts structured creator profiles, follower and like counts, profile links, and recent video stats. Built for marketers, developers, data analysts, and researchers, this TikTok trending creator scraper helps power influencer discovery, competitor research, and analytics pipelines at scale. Use it as a TikTok creator scraper tool, TikTok influencer scraper, or TikTok creator analytics scraper to build accurate, ready-to-use datasets fast. 🚀

What data / output can you get?

Below are the exact fields this TikTok creator data extractor pushes to the Apify dataset. These fields are ideal for a TikTok trending influencer database and TikTok creators export to CSV or JSON.

Data type	Description	Example value
tcm_id	TikTok Creator Marketplace ID	7149226661198692357
user_id	TikTok internal user identifier	217832214494003200
nick_name	Creator display name	Chloë 💘💞💗
avatar_url	Profile image URL	https://p16-sign-sg.tiktokcdn.com/...
country_code	Creator country code	FR
follower_cnt	Total followers	552309
liked_cnt	Total likes across profile	79997825
tt_link	Public TikTok profile URL	https://www.tiktok.com/@chloegervais15
tcm_link	TikTok Creator Marketplace profile URL	https://creatormarketplace.tiktok.com/ad#/author/7149226661198692357
items	Array of recent/top video objects	[ … ]
items[].item_id	Video ID	7340988525703154946
items[].cover_url	Video cover image URL	https://p16-sign-sg.tiktokcdn.com/...
items[].tt_link	Public TikTok video URL	https://www.tiktok.com/@author/video/7340988525703154946
items[].vv	Video views	3727747
items[].liked_cnt	Video likes	127590
items[].create_time	Video create time (epoch)	1709207089

Note: You can export results from the Apify dataset in formats like JSON, CSV, or Excel to power your TikTok creator list extractor workflows and downstream analysis.

Key features

• 🔎 Real-time trending creators by country Discover creators by region using countryCode and sort results by follower, engagement, or popularity (average views) with sortBy.

• 🧩 Flexible filtering by follower range Use followerCount to focus on creators in specific ranges (10k-100k, 100k-1m, 1m-10m, >10m) for precise influencer discovery.

• ⚡ Batch scraping with limits Control workload and cost with maxItems and automatic pagination. Results are pushed to the dataset in real time.

• 🌐 Smart proxy handling Built-in proxy configuration support with automatic fallback between direct, datacenter, and residential proxies for reliability at scale.

• 🕵️ No login required Scrapes public creator data without cookies or account login, making it a dependable TikTok trending account scraper.

• 💾 Analytics-ready exports Output is structured and consistent, ready for BI tools and data warehouses. Use it as a TikTok influencer discovery tool or TikTok competitor creators scraper.

• 👨‍💻 Developer-friendly Run in Apify, fetch via the API, and integrate the TikTok creator scraper API into Python/SDK pipelines and automation tools.

• 🧱 Production-grade stability Robust retry logic, dynamic header generation via Playwright, and proxy fallback deliver stable runs for large datasets.

How to use Tiktok Trending Creator Scraper - step by step

1. Sign up or log in to Apify Access your Apify Console to run the actor.

2. Open the actor Find “Tiktok Trending Creator Scraper” in the Apify Store and click Try for free.

3. Configure input parameters Provide your preferences in the Input panel:

   • countryCode (e.g., US, FR, GB)
   • sortBy (follower, engagement, popularity)
   • followerCount (10k-100k, 100k-1m, 1m-10m, >10m)
   • maxItems (e.g., 200)
   • proxyConfiguration (toggle useApifyProxy as needed)

4. Optimize settings

   • Use followerCount to target creator sizes relevant to your campaign.
   • Set maxItems to cap the total number of creators returned.

5. Start the run Click Start. The actor will fetch trending creators for the selected country and push each creator to the dataset in real time.

6. Monitor progress View logs and the Dataset tab to see creators arriving as they’re scraped.

7. Download results Export from the Dataset in JSON, CSV, or Excel, or consume via the Apify API for automation.

Pro Tip: Combine countryCode and sortBy=popularity to build a consistent, region-specific TikTok trending influencer database you can sync to dashboards or CRM.

Use cases

Use case name	Description
Influencer marketing shortlist	Identify creators in a target country and follower range to accelerate outreach and brand deals.
Trend and market analysis	Track top creators by engagement or popularity to understand regional content trends.
Competitor creator benchmarking	Compare creators in adjacent niches to inform competitive positioning and content strategy.
Data pipeline enrichment (API)	Pull creator profiles and top video stats into a warehouse for modeling and reporting.
Campaign targeting by size	Use followerCount bands to match creators with campaign budgets and audience goals.
Creator scouting for agencies	Build a repeatable pipeline of vetted creators with profile and marketplace links.
Academic and research datasets	Assemble reproducible datasets for social media research and policy analysis.

Why choose Tiktok Trending Creator Scraper?

• 🎯 Purpose-built precision for trending creator discovery with country and follower-range controls.
• 🚀 Scales reliably with pagination, maxItems, retries, and proxy fallback built in.
• 💾 Clean, structured output with creator profiles and recent video stats—ready for analysis.
• 👨‍💻 Easy developer access via the Apify platform and API for automation pipelines.
• 🛡️ Public-data focused and no-login operation to reduce friction and risk.
• 💰 Cost-efficient vs. unstable extensions or manual research—automated and reproducible.

In short: a robust TikTok profile scraper for creators that outperforms browser add-ons and ad-hoc scripts, designed for production use.

Is it legal / ethical to use Tiktok Trending Creator Scraper?

Yes—when done responsibly. This actor extracts publicly available creator data and does not access private profiles or authenticated content.

Guidelines for compliant use:

• Collect only public information and respect platform terms.
• Ensure your use complies with applicable privacy and data-protection laws (e.g., GDPR, CCPA).
• Avoid scraping private data or attempting to bypass access controls.
• When in doubt, consult your legal team for your specific jurisdiction and use case.

Input parameters & output format

Example JSON input

{
  "countryCode": "US",
  "sortBy": "follower",
  "followerCount": "100k-1m",
  "maxItems": 200,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Input parameters

• countryCode

  • Type: string
  • Required: Yes
  • Default: US
  • Description: Country code to scrape
  • Allowed values: AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, VN

• sortBy

  • Type: string
  • Required: Yes
  • Default: follower
  • Description: Sort the results by
  • Allowed values: follower, engagement, popularity

• followerCount

  • Type: string
  • Required: No
  • Default: None
  • Description: Filter creators by follower count range
  • Allowed values: 10k-100k, 100k-1m, 1m-10m, >10m

• maxItems

  • Type: integer
  • Required: No
  • Default: 100
  • Description: Maximum number of items to scrape
  • Constraints: 1–10000

• proxyConfiguration

  • Type: object
  • Required: No
  • Default: Prefill { "useApifyProxy": false, "apifyProxyGroups": [] }
  • Description: Your proxy configuration from Apify

Example JSON output

{
  "tcm_id": "7149226661198692357",
  "user_id": "217832214494003200",
  "nick_name": "Chloë 💘💞💗",
  "avatar_url": "https://p16-sign-sg.tiktokcdn.com/...",
  "country_code": "FR",
  "follower_cnt": 552309,
  "liked_cnt": 79997825,
  "tt_link": "https://www.tiktok.com/@chloegervais15",
  "tcm_link": "https://creatormarketplace.tiktok.com/ad#/author/7149226661198692357",
  "items": [
    {
      "item_id": "7340988525703154946",
      "cover_url": "https://p16-sign-sg.tiktokcdn.com/...",
      "tt_link": "https://www.tiktok.com/@author/video/7340988525703154946",
      "vv": 3727747,
      "liked_cnt": 127590,
      "create_time": 1709207089
    }
  ]
}

FAQ

Does this actor work as a TikTok creator scraper API for developers?

Yes. You can run the actor on Apify and fetch results programmatically via the Apify API, making it easy to integrate into Python scripts, data pipelines, or automation tools.

Do I need to log in to TikTok to use it?

No. The scraper collects publicly available creator data and does not require cookies or login credentials.

What sorting options are supported?

You can sort by follower, engagement, or popularity (mapped to average views internally) using the sortBy parameter.

Can I filter creators by audience size?

Yes. Use the followerCount parameter to select creators in ranges like 10k-100k, 100k-1m, 1m-10m, or >10m.

How many creators can I scrape per run?

Use maxItems to control the upper limit (default 100, up to 10,000). The actor paginates results and pushes each creator to the dataset in real time.

Which countries are supported?

countryCode supports AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, and VN.

Can I export TikTok creators to CSV?

Yes. Once the run finishes, export the dataset in CSV, JSON, or Excel from Apify, or fetch via the API for programmatic processing.

How does the actor remain reliable against blocks?

It uses dynamic headers (via Playwright) and supports proxyConfiguration with automatic fallback between direct, datacenter, and residential proxies for resilient scraping.

Closing CTA / Final thoughts

Tiktok Trending Creator Scraper is built to discover trending TikTok creators and deliver clean, structured data for decision-making. With country-based discovery, follower-range filtering, and robust proxy handling, it enables marketers, developers, and analysts to build reliable influencer datasets quickly. Use the Apify API to automate your TikTok creator list extractor workflows and keep your analytics fresh. Start extracting smarter TikTok creator insights today.