Tiktok Trending Creator Scraper

Tiktok Trending Creator Scraper

The Tiktok Trending Creator Scraper helps you find and extract trending TikTok creators and their top content in a structured, analysis-ready format. Built for influencer discovery and rapid research, this tiktok creator scraper tool collects creator profile metadata, followers and total likes, profile and Creator Marketplace links, and recent/trending video stats (views, likes, timestamps). It’s ideal for marketers, developers, analysts, and researchers who want a reliable tiktok trending creators scraper to power campaigns, dashboards, and competitor intelligence at scale. 🚀

What data / output can you get?

Below are the exact fields this tiktok profile scraper outputs to the Apify dataset. You can export results to JSON, CSV, or Excel, or consume them via the Apify API for your tiktok influencer discovery tool workflows.

Data type	Description	Example value
tcm_id	TikTok Creator Marketplace ID for the creator	"7149226661198692357"
user_id	TikTok internal user identifier	"217832214494003200"
nick_name	Creator’s display name	"Chloë 💘💞💗"
avatar_url	Profile avatar image URL	"https://p16-sign-sg.tiktokcdn.com/..."
country_code	Two-letter country code of the creator	"FR"
follower_cnt	Total follower count	552309
liked_cnt	Total like count across videos	79997825
tt_link	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 for a listed item	"7340988525703154946"
items[].tt_link	Direct TikTok video URL	"https://www.tiktok.com/@author/video/7340988525703154946"
items[].cover_url	Video cover image URL	"https://p16-sign-sg.tiktokcdn.com/..."
items[].vv	View count for the video	3727747
items[].liked_cnt	Like count for the video	127590
items[].create_time	Unix timestamp when the video was created	1709207089

Notes:

• Each creator record includes an items array with video-level metrics. This is great for a tiktok trending videos scraper workflow combined with creator data.
• Some fields may be empty strings ("") or 0 if the upstream source omits them.
• Export your tiktok creator database scraper results from the Apify dataset in JSON, CSV, or Excel, or pull them via API for automation.

Key features

• ⚡ Real-time trending discovery Identify fast-growing creators from TikTok’s Creative Center endpoints with a streamlined tiktok trending accounts finder that captures fresh signals for analysis and outreach.

• 🌍 Country-based targeting Use countryCode to find trending creators by market and run localized research with a tiktok influencer scraper built for regional insights.

• 🔀 Smart sorting controls Sort results by follower, engagement, or popularity (mapped to avg_views) with the sortBy parameter to quickly find high-impact creators.

• 📊 Follower band filtering Narrow results using followerCount ranges (e.g., "10k-100k", "1m-10m") to align discovery with campaign goals and audience size.

• 🛡️ Built-in proxy fallback Resilient request strategy with automatic fallback from direct/no-proxy to datacenter, then residential proxies when needed—designed for stable, production-grade runs.

• 📥 Streamed dataset output Creators are pushed to the Apify dataset as they’re found, enabling near–real-time pipelines for your tiktok creator analytics scraper or enrichment workflows.

• 🔌 Developer-friendly and API-ready Access clean JSON in the Apify dataset and integrate with your stack via the Apify API. Perfect for Python scripts, data pipelines, and internal dashboards.

• 🚫 No login or cookies required Works on public endpoints—ideal for safe, repeatable automations without session management.

How to use Tiktok Trending Creator Scraper - step by step

1. Create or log in to your Apify account
   Access the Apify Console to run the actor.

2. Open the Tiktok Trending Creator Scraper in the Apify Store
   You can find it under social media and lead generation tools.

3. Configure input settings
   Provide your countryCode and sortBy (both required), and optionally followerCount, maxItems, and proxyConfiguration.

4. (Optional) Set proxyConfiguration
   Start with no proxy for testing. For higher success rates at scale, toggle "useApifyProxy": true and apply the right proxy group strategy.

5. Start the run
   Click Start. The actor obtains the necessary dynamic headers, fetches trending creators, and streams results to the dataset.

6. Monitor progress
   Logs will show page-by-page progress and how many creators have been saved so far.

7. Download/export your results
   Open the run’s Dataset to export data as JSON, CSV, or Excel—or connect via the Apify API for automated ingestion.

Pro tip: Combine maxItems with followerCount and sortBy to quickly build targeted lead lists for your tiktok creator leads scraper workflow.

Use cases

Use case name	Description
Influencer marketing + creator sourcing	Build qualified lists of trending creators with follower and like counts, plus profile/marketplace links for outreach.
Regional market research	Analyze creators trending by country to inform geo-specific campaigns and content ideas.
Competitor analysis for niches	Track creators in your vertical and benchmark content performance with a tiktok competitor analysis scraper approach.
Data engineering + API pipelines	Feed structured JSON into warehouses or apps using the Apify API for automated reports and dashboards.
Content strategy + trend mining	Inspect creators’ items to spot formats and topics driving views and likes in your niche.
Sales and partnerships	Identify and prioritize collaboration prospects using tiktok creator finder signals like followers, total likes, and marketplace availability.

Why choose Tiktok Trending Creator Scraper?

Get precise, structured creator data with a production-ready architecture that’s built for scale and reliability.

• 🎯 Accurate, structured outputs designed for analysis—no noisy HTML or brittle selectors.
• 🌍 Robust filtering by country and follower bands to match targeting criteria.
• 🔀 Flexible sorting by follower, engagement, or popularity to meet discovery strategies.
• 🧩 API-ready and export-friendly (JSON/CSV/Excel) for seamless integration into workflows.
• 🛡️ Stable operations with automatic proxy fallback for high-success runs.
• 🚫 Public data only—no login required, reducing friction and risk.
• 💸 Efficient alternative to manual research and unstable browser extensions.

In short: a reliable tiktok creator scraper tool that delivers clean, consistent data for real business use.

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

Yes—when used responsibly. This actor targets publicly available creator and video information for research, analytics, and marketing use cases.

Guidelines for compliant use:

• Only collect and use publicly available data.
• Respect TikTok’s terms of service and platform policies.
• Comply with relevant data protection laws (e.g., GDPR, CCPA).
• Do not attempt to access private profiles or restricted content.
• Consult your legal team for edge cases specific to your jurisdiction or use case.

Input parameters & output format

Example JSON input

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

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"
  Default: none

• maxItems (integer, optional)
  Description: Maximum number of items to scrape (1–10000).
  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:

• Records are pushed to the dataset as soon as they’re discovered.
• If the upstream source omits a field, the actor sets empty strings ("") or 0 as defaults.
• Use the Apify dataset to export to JSON, CSV, or Excel, or connect via the Apify API.

FAQ

Do I need to log in or provide cookies to use this scraper?

No. The actor collects publicly available data and does not require login or cookies to run. This makes it ideal for repeatable automation without session handling.

Which countries are supported for trending creators?

The input supports a wide list of country codes including US, GB, FR, DE, JP, KR, and many more. Set countryCode to target your market when you want to find trending TikTok creators regionally.

What sorting options are available?

You can sort by follower, engagement, or popularity. Internally, popularity maps to average views, helping you prioritize creators whose content is resonating now.

Can I filter creators by follower range?

Yes. Use followerCount with ranges like "10k-100k", "100k-1m", "1m-10m", or ">10m" to tailor discovery for your tiktok influencer scraper or tiktok creator finder workflows.

How many results can I scrape in one run?

You control volume with maxItems (default 100, up to 10,000). The actor paginates and streams results into the dataset, suitable for building a tiktok creator database scraper at scale.

What data points are included for each creator and video?

Creator records include IDs, display name, avatar URL, country code, follower and like counts, and profile/TCM links. Each creator also includes items with video IDs, links, cover images, views, likes, and timestamps—useful for a tiktok follower and engagement scraper pipeline.

Is this suitable for automation and developer workflows?

Yes. Output is stored in the Apify dataset for easy export (JSON/CSV/Excel) and programmatic access via the Apify API. That makes it straightforward to integrate into Python scripts, backend jobs, or analytics stacks for a tiktok creator scraper tool.

Is scraping with this tool legal?

Yes—when you collect and use publicly available data responsibly. Always respect TikTok’s terms, comply with privacy regulations, and avoid accessing private or restricted content.

Final thoughts

Tiktok Trending Creator Scraper is built to power fast, structured discovery of trending TikTok creators and their top content. With country targeting, smart sorting, follower band filters, and resilient proxy handling, it delivers clean data for marketers, developers, analysts, and researchers. Export via CSV/JSON, or connect through the Apify API to automate your tiktok influencer discovery tool and tiktok creator leads scraper workflows. Start extracting smarter, scalable insights from trending creators today. ✨