Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper is an Apify actor that discovers trending TikTok creators and exports structured creator profiles with top video stats at scale. This TikTok trending creators scraper automates regional discovery and sorting (by followers, engagement, or popularity) so you can find fast-growing accounts without manual research. Built for marketers, developers, data analysts, and researchers, this TikTok influencer scraping tool enables repeatable influencer discovery, competitor analysis, and data pipelines at scale. 🚀

What data / output can you get?

Below are the exact JSON fields the actor stores to the Apify dataset for each creator (including nested video items). You can export results to JSON, CSV, or Excel directly from the Apify dataset.

Data type	Description	Example value
tcm_id	TikTok Creator Marketplace ID	"7149226661198692357"
user_id	TikTok internal user ID	"217832214494003200"
nick_name	Creator’s display name	"Chloë 💘💞💗"
avatar_url	Profile avatar URL	"https://p16-sign-sg.tiktokcdn.com/..."
country_code	Creator’s country code	"FR"
follower_cnt	Follower count	552309
liked_cnt	Total likes across profile	79997825
tt_link	TikTok profile URL	"https://www.tiktok.com/@chloegervais15"
tcm_link	TikTok Creator Marketplace URL	"https://creatormarketplace.tiktok.com/ad#/author/7149226661198692357"
items	Array of top/trending videos	[ { ... } ]
items.item_id	Video ID	"7340988525703154946"
items.cover_url	Video cover image URL	"https://p16-sign-sg.tiktokcdn.com/..."
items.tt_link	Video URL	"https://www.tiktok.com/@author/video/7340988525703154946"
items.vv	View count	3727747
items.liked_cnt	Likes on the video	127590
items.create_time	Unix timestamp (seconds)	1709207089

Notes:

• Fields missing upstream are normalized to safe defaults ("" for strings, 0 for numbers, [] for arrays) for consistent processing.
• Export the dataset to JSON, CSV, or Excel to power your TikTok creator analytics or influencer database.

Key features

• 🚦 Robust header capture & proxy fallback
  Uses Playwright to capture dynamic headers (user-sign, web-id) and retries requests with backoff. When Apify Proxy is enabled, it automatically falls back from datacenter to residential proxies to mitigate 403/429 blocks.

• 🌍 Country-based discovery
  Target trending creators by region using countryCode. Supported codes: AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, VN.

• 🧭 Flexible sorting controls
  Sort results by follower, engagement, or popularity. Under the hood, popularity maps to avg_views for precise trend discovery.

• 🎯 Follower range filtering
  Filter by followerCount ranges ("10k-100k", "100k-1m", "1m-10m", ">10m") to find nano, micro, or mega creators for campaigns.

• 📥 Real-time dataset streaming
  Each creator is pushed to the Apify dataset as soon as it’s parsed, enabling incremental processing for automation workflows.

• 📈 Scalable pagination with maxItems
  Paginates through TikTok’s creative center data source and respects your maxItems limit (default 100, up to 10,000).

• 🧪 Developer-friendly & API-ready
  Integrates seamlessly with the Apify API, making it a reliable TikTok creator data extractor for pipelines and apps.

• 🔐 No login or cookies
  Operates on publicly available endpoints; no authentication flows required.

How to use Tiktok Trending Creator Scraper - step by step

1. Sign up or log in to Apify
   Create a free account to access the Apify Console.

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

3. Configure your input

   • countryCode: Select a target market (e.g., US, GB, FR).
   • sortBy: Choose follower, engagement, or popularity.
   • followerCount (optional): Filter by "10k-100k", "100k-1m", "1m-10m", or ">10m".
   • maxItems: Set how many creators to collect (default 100, up to 10,000).
   • proxyConfiguration (optional): Enable Apify Proxy for higher reliability.

4. Optimize reliability (optional)
   Enable Apify Proxy in proxyConfiguration. When enabled, the actor can automatically try datacenter and then residential proxies to bypass rate limits and blocks.

5. Start the run
   Click Start. The actor launches Playwright to capture dynamic headers, fetches creator pages, and streams results to the dataset.

6. Monitor progress
   Watch logs in real time for pagination status, totals, and any proxy fallback attempts. Creators are saved continuously.

7. Download your data
   Open the Run dataset and export results to JSON, CSV, or Excel—ideal for building a TikTok influencer database, dashboards, or enrichment flows.

Pro tip: Use the Apify API to trigger runs programmatically and pipe results into your TikTok influencer discovery tool, n8n/Make scenarios, or internal warehouses.

Use cases

Use case name	Description
Influencer marketing + creator discovery	Identify trending TikTok accounts by country and sort by followers, engagement, or popularity to fuel outreach.
Market research + trend tracking	Track fast-growing creators regionally to understand content and niche momentum.
Data analytics + dashboards	Feed structured creator and video metrics into BI tools for benchmarking and trend analysis.
API pipeline for enrichment	Orchestrate runs via the Apify API and merge results into your CRM or internal TikTok influencer database.
Competitive intelligence	Benchmark creator reach and top video views across niches and regions.
Academic & social media research	Collect clean, structured creator data for studies on creator ecosystems and content dynamics.
Product discovery & affiliate	Find creators by audience size using followerCount filters for targeted partnerships.

Why choose Tiktok Trending Creator Scraper?

Built for precision, resilience, and automation, this TikTok profile scraper turns creator discovery into a repeatable, scalable process.

• ⚡ Accurate, structured output with real-time saves to the Apify dataset
• 🌐 Country targeting and flexible sorting for nuanced influencer scouting
• 📊 Scale-friendly pagination with configurable maxItems (up to 10,000)
• 💻 Developer access via the Apify API for integration into data pipelines
• 🛡️ Safe-by-design: uses publicly available endpoints (no login required)
• 🔁 Production-grade reliability with retries and proxy fallback (datacenter → residential)
• 🧾 Easy exports (JSON, CSV, Excel) for analysis and automation

In short: a dependable TikTok trending account scraper that outperforms extensions and ad-hoc scripts with robust infrastructure.

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

Yes—when used responsibly. This actor collects publicly available creator data and does not access private profiles or authenticated endpoints.

Guidelines for compliant use:

• Only process public information and respect platform terms of service.
• Ensure your use aligns with applicable regulations (e.g., GDPR, CCPA).
• Avoid attempting to access restricted content or bypass technical controls.
• Consult your legal team for edge cases and jurisdiction-specific requirements.

Input parameters & output format

Example JSON input

{
  "countryCode": "US",
  "sortBy": "follower",
  "followerCount": "100k-1m",
  "maxItems": 50,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Field	Type	Description	Required	Default
countryCode	string (enum)	Country code to scrape. Supported: AU, BR, CA, EG, FR, DE, ID, IL, IT, JP, MY, PH, RU, SA, SG, KR, ES, TW, TH, TR, AE, GB, US, VN	Yes	"US"
sortBy	string (enum)	Sort the results by ("follower", "engagement", "popularity")	Yes	"follower"
followerCount	string (enum)	Filter creators by follower count range ("10k-100k", "100k-1m", "1m-10m", ">10m")	No	—
maxItems	integer	Maximum number of items to scrape (1–10000)	No	100
proxyConfiguration	object	Your proxy configuration from Apify (editor: proxy). Prefill: { "useApifyProxy": false, "apifyProxyGroups": [] }	No	Prefill shown

Notes:

• popularity maps to avg_views internally for sorting.
• If a field is missing upstream, the actor uses safe defaults for consistent output.

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 TikTok trending creators scraper collect both creator and video data?

Yes. Each dataset item includes creator fields (IDs, profile links, country, follower and like counts) and an items array with top video stats (ID, views, likes, cover URL, timestamp).

Can I sort by engagement or popularity to find influencers?

Yes. Set sortBy to "engagement" or "popularity" for discovery; popularity maps to avg_views internally. Use "follower" for follower-based sorting.

Can I filter by audience size to build a TikTok creator database?

Yes. Use followerCount with "10k-100k", "100k-1m", "1m-10m", or ">10m" to target creators by audience size and export results to CSV/JSON/Excel.

Does it require login or cookies?

No. The actor uses publicly available endpoints and dynamic headers—no login or cookies required.

How many creators can I scrape per run?

Control volume via maxItems (default 100, up to 10,000). The actor paginates through results and stops when the limit is reached.

Is Apify Proxy required?

No. You can run without a proxy. Enabling Apify Proxy can improve stability; when enabled, the actor can fall back from datacenter to residential proxies if needed.

Can developers integrate this TikTok creator scraping API into pipelines?

Yes. As an Apify actor, it’s accessible via the Apify API. Trigger runs programmatically and pull dataset items into Python/Node.js or low-code tools.

Which countries are supported for discovery?

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 for region-specific scraping.

Is there a free trial or pricing?

Yes. The listing offers 120 trial minutes and uses a flat monthly pricing model. Refer to the Apify Store listing for current details.

Final thoughts

Tiktok Trending Creator Scraper is built to automate trending TikTok creator discovery with clean, structured data. With country targeting, flexible sorting, follower-range filters, and resilient fetching, it’s ideal for marketers, analysts, developers, and researchers building TikTok influencer discovery, analytics, and enrichment workflows. Start a run in Apify, export to JSON/CSV/Excel, or plug the dataset into your API-driven automation pipeline—and start extracting smarter insights from TikTok today.