Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper is a production-ready TikTok creator data extractor that finds fast-growing creators by country and streams structured profile and video metrics into your Apify dataset. It solves the manual, time-consuming process of scouting TikTok trending accounts by automating discovery, sorting, and clean export. Built for marketers, developers, data analysts, and researchers, this TikTok trending creators scraper and TikTok influencer scraper tool helps you scale influencer discovery and trend analysis with reliable, structured data.

What data / output can you get?

Below are the exact fields this TikTok creator finder tool returns to the dataset. Values reflect what’s pushed via Actor.pushData during a run.

Data type	Description	Example value
tcm_id	TikTok Creator Marketplace identifier	7149226661198692357
user_id	TikTok user ID	217832214494003200
nick_name	Creator’s display name	Chloë 💘💞💗
avatar_url	Profile image URL	https://p16-sign-sg.tiktokcdn.com/...
country_code	Creator’s country code	FR
follower_cnt	Total followers	552309
liked_cnt	Total likes across profile	79997825
tt_link	Public TikTok profile link	https://www.tiktok.com/@chloegervais15
tcm_link	TikTok Creator Marketplace profile link	https://creatormarketplace.tiktok.com/ad#/author/7149226661198692357
items[].item_id	Video ID from the creator’s recent items	7340988525703154946
items[].cover_url	Video cover image URL	https://p16-sign-sg.tiktokcdn.com/...
items[].tt_link	Direct TikTok video URL	https://www.tiktok.com/@author/video/7340988525703154946
items[].vv	Video views	3727747
items[].liked_cnt	Video likes	127590
items[].create_time	Unix timestamp when the video was created	1709207089

Notes:

• items is an array of recent videos for each creator, making this a practical TikTok trending videos scraper as well.
• Export your dataset to JSON, CSV, or Excel directly from Apify for analysis or outreach.

Key features

• 🚀 Real-time trending creator discovery — Pulls live lists of popular creators from TikTok’s Creative Center endpoint and streams each record to the dataset as it’s fetched.
• 🌍 Region-based targeting — Filter by countryCode to build a TikTok influencer database scraper for specific markets.
• 🔀 Flexible sorting controls — Use sortBy to rank by follower, engagement, or popularity (mapped to avg_views) for better creator scouting.
• 📏 Follower range filtering — Apply followerCount bands (10k-100k, 100k-1m, 1m-10m, >10m) to hone in on the right tier of creators.
• 📦 Structured creator + video outputs — Collect profile stats and recent video metrics (views, likes, timestamps) for downstream analysis.
• 🔒 Smart proxy fallback — Optional proxyConfiguration with automatic datacenter → residential escalation when requests are blocked.
• 🧪 Developer-friendly & automation-ready — Integrate via the Apify API/SDK, feed JSON into pipelines, or connect this TikTok influencer discovery platform with your internal tools.
• 🔑 No login required — Scrapes publicly available creator data and links; no cookies or account needed.
• 🧰 Production reliability — Built with Playwright for dynamic header acquisition and resilient retry logic, suitable for batch runs and scheduled jobs.

How to use Tiktok Trending Creator Scraper - step by step

1. Create or log in to your Apify account.
2. Find “Tiktok Trending Creator Scraper” in the Apify Store and click Try for free.
3. Configure input parameters:
   • countryCode: Choose your target country (e.g., US, FR, GB).
   • sortBy: Select follower, engagement, or popularity to shape the ranking.
   • followerCount (optional): Apply creator size bands like 100k-1m.
   • maxItems: Set the maximum number of creators to collect.
   • proxyConfiguration (optional): Enable Apify Proxy and groups if needed.
4. Start the run. The actor fetches creators page by page and pushes each record to the dataset in real time.
5. Monitor progress in the Run console logs. Results appear continuously in the Dataset tab.
6. Export results from the Dataset to JSON, CSV, or Excel, or access them via the Apify API.

Pro tip: Schedule this TikTok top creators scraper to run weekly and push JSON to your warehouse for ongoing trend tracking and influencer outreach automation.

Use cases

Use case name	Description
Influencer marketing + outreach lists	Build ranked creator lists by country with follower_cnt and recent items for fast outreach using tt_link and tcm_link.
Trend analytics for content teams	Analyze items[].vv and items[].liked_cnt to identify high-performing formats and creators.
Regional market research	Compare creator landscapes across country_code to inform go-to-market and localization.
Agency talent scouting	Use sortBy and followerCount filters to surface partners by tier for campaigns at scale.
Developer/API pipelines	Automate extraction to JSON and load into BI tools or data lakes via the Apify API.
Academic & social research	Collect structured creator and video data for studies on diffusion, popularity, and media trends.

Why choose Tiktok Trending Creator Scraper?

Built for precision and reliability, this TikTok creator data extractor outperforms brittle browser plugins and ad-hoc scripts.

• ✅ Accurate, structured fields aligned to a stable schema you can trust.
• 🌐 Country-level targeting and robust sorting for relevant discovery.
• 📈 Scales to thousands of records with pagination and maxItems control.
• 🧑‍💻 Developer access via Apify’s API/SDK and automation-friendly JSON.
• 🛡️ Ethical design: public creator data only; no login or cookies.
• 💰 Cost-effective data collection for teams building influencer programs.
• 🔗 Works great as a TikTok creator list scraper for dashboards and CRMs.

In short: a production-grade TikTok trending creators scraper that delivers clean, analysis-ready data without the headaches.

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

Yes—when used responsibly. This actor collects publicly available TikTok creator data and links. To stay compliant:

• Collect only public information and respect TikTok’s Terms of Service.
• Comply with privacy laws (e.g., GDPR, CCPA) and internal data policies.
• Do not attempt to access private profiles or restricted endpoints.
• Consult your legal team for edge cases or jurisdiction-specific requirements.

Input parameters & output format

Example JSON input

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

Parameters

• countryCode (string, required)
  • Description: Country code to scrape
  • Enum: AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, VN
  • Default: US
• sortBy (string, required)
  • Description: Sort the results by
  • Enum: follower, engagement, popularity
  • Default: follower
• followerCount (string, optional)
  • Description: Filter creators by follower count range
  • Enum: 10k-100k, 100k-1m, 1m-10m, >10m
• maxItems (integer, optional)
  • Description: Maximum number of items to scrape
  • Min: 1, Max: 10000
  • Default: 100
• proxyConfiguration (object, optional)
  • Description: Your proxy configuration from Apify
  • Prefill: { "useApifyProxy": false, "apifyProxyGroups": [] }

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
    }
  ]
}

Notes:

• Each dataset item represents a single creator with an items array of recent videos.
• If certain fields are unavailable upstream, they may appear as empty strings or 0.

FAQ

Does this collect public creator data without login?

Yes. It accesses publicly available creator endpoints and links; no login or cookies are required.

Which countries can I target?

You can set countryCode to any of: AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, VN.

What sort options are available?

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

Can I filter creators by follower size?

Yes. Use followerCount to select ranges: 10k-100k, 100k-1m, 1m-10m, or >10m. This makes it a precise TikTok creator finder tool for tiered discovery.

How many creators can I scrape per run?

Control volume with maxItems (1–10,000). The actor paginates through results and pushes each creator to the dataset in real time.

What fields are included in the output?

Profiles include tcm_id, user_id, nick_name, avatar_url, country_code, follower_cnt, liked_cnt, tt_link, tcm_link, plus items with item_id, cover_url, tt_link, vv, liked_cnt, and create_time. See the Output Format section for a full example.

Does it support proxies?

Yes. Configure proxyConfiguration to use Apify Proxy. The actor includes smart fallback from datacenter to RESIDENTIAL when needed for stability.

Can developers integrate this into pipelines?

Absolutely. Access datasets via the Apify API or SDK to power a TikTok influencer scraper tool workflow, export JSON/CSV/Excel, and automate updates with schedulers or webhooks.

Final thoughts

Tiktok Trending Creator Scraper is built to discover and export structured TikTok creator and video insights at scale. With region targeting, flexible sorting, follower-range filters, and clean JSON output, it’s ideal for marketers, analysts, and developers building TikTok influencer discovery platforms and outreach lists. Use the Apify API/SDK to automate pipelines and keep your TikTok creator list scraper fresh. Start extracting smarter creator intelligence and turn trends into action today.