🌟 TikTok Trending Creators Scraper - Discover Top TikTok Influencers

Find the hottest trending creators and influencers on TikTok across 24+ countries. Scrape creator profiles, follower counts, engagement data, top videos, and TikTok Creator Marketplace (TCM) links. Filter by country, audience, and follower range — all without a TikTok account!

📋 Table of Contents

• 🚀 Features
• 🎯 Use Cases
• ⚡ Quick Start
• 📊 Input Parameters
• 📤 Output Format
• 👤 Creator Data Extracted
• 📈 Performance & Reliability
• 💡 Best Practices
• ❓ FAQ
• 🔗 Related Actors

🚀 Features

👤 Complete Creator Intelligence

• ✅ No Login Required — Discover trending creators without a TikTok account
• ✅ 24+ Countries — Filter creators by their location (US, UK, DE, FR, JP, and many more)
• ✅ Audience Targeting — Filter creators by their audience's country
• ✅ Follower Range Filter — Find micro, mid-tier, macro, or mega influencers
• ✅ Creator Marketplace Links — Direct links to TCM profiles for collaboration
• ✅ Real-Time Data — Access the latest trending creator data from TikTok

📊 Comprehensive Metrics

• ✅ Follower Count — Total followers for each creator
• ✅ Total Likes — Cumulative likes across all creator content
• ✅ Top Videos — Up to 3 top-performing videos per creator with views, likes, and timestamps
• ✅ TikTok Profile Links — Direct links to creator TikTok profiles
• ✅ TCM Profile Links — Creator Marketplace profiles for influencer marketing
• ✅ Avatar URLs — Creator profile images

🎯 Use Cases

Use Case	Description	Benefits
🤝 Influencer Marketing	Find trending creators for brand collaborations	Discover creators with high engagement in your niche
📈 Creator Research	Analyze top creators across countries	Understand creator landscape before launching campaigns
🔍 Competitor Analysis	See which creators are trending in your market	Benchmark against competitor influencer strategies
🎯 Campaign Planning	Identify creators by follower range and audience	Find the right influencer tier for your budget
📊 Market Intelligence	Track creator trends across regions	Understand regional influencer ecosystems
🛍️ E-commerce Partnerships	Find creators with engaged audiences	Partner with creators who drive sales

⚡ Quick Start

1️⃣ Top Trending Creators (US)

{
  "creator_country": "US",
  "audience_country": "US",
  "sort_by": "follower",
  "maxResults": 100
}

2️⃣ Find Micro-Influencers (10K-100K Followers)

{
  "creator_country": "US",
  "audience_count": "1",
  "sort_by": "engagement",
  "maxResults": 50
}

3️⃣ Most Popular Creators by Views

{
  "creator_country": "GB",
  "sort_by": "avg_views",
  "maxResults": 200
}

4️⃣ Mega-Influencers (10M+ Followers)

{
  "creator_country": "US",
  "audience_count": "4",
  "sort_by": "follower",
  "maxResults": 50
}

📊 Input Parameters

Configuration Options

Parameter	Type	Default	Description
creator_country	String	""	Creator's country ISO code (e.g., US, GB, DE, FR, JP)
audience_country	String	""	Audience's country ISO code
audience_count	String	"0"	Follower range: 0 (All), 1 (10K-100K), 2 (100K-1M), 3 (1M-10M), 4 (>10M)
sort_by	String	"follower"	Sort by metric: follower, engagement, or avg_views (Popularity)
page	Integer	1	Start extraction from this page
maxResults	Integer	100	Maximum number of creators to retrieve (0 for all)
limit	Integer	20	Results per page per request (Max 50)

🌍 Supported Countries

Australia, Brazil, Canada, Egypt, France, Germany, Indonesia, Israel, Italy, Japan, Malaysia, Philippines, Russia, Saudi Arabia, Singapore, South Korea, Spain, Taiwan, Thailand, Turkey, United Arab Emirates, United Kingdom, United States, Vietnam

📤 Output Format

👤 Creator Data Structure

{
  "source": "tiktok_trending_creators",
  "tcm_id": "7377026041014927376",
  "user_id": "6620098253516439554",
  "nick_name": "SANIEV",
  "avatar_url": "https://p16-sign-sg.tiktokcdn.com/...",
  "country_code": "US",
  "follower_cnt": 431339,
  "liked_cnt": 129772610,
  "tt_link": "https://www.tiktok.com/@sanievv_",
  "tcm_link": "https://creatormarketplace.tiktok.com/ad#/author/7377026041014927376",
  "top_videos": [
    {
      "item_id": "7395965676629888274",
      "cover_url": "https://p16-sign-sg.tiktokcdn.com/...",
      "tt_link": "https://www.tiktok.com/@author/video/7395965676629888274",
      "views": 2062831,
      "likes": 229970,
      "create_time": 1722007452
    }
  ]
}

👤 Creator Data Extracted

🏷️ Profile Info

Element	Description	Details
Nick Name	Creator's display name	The public name shown on TikTok
Avatar URL	Creator's profile picture URL	CDN-hosted image URL
Country Code	Creator's country	ISO 2-letter code (e.g., US, GB)
TCM ID	TikTok Creator Marketplace ID	Unique identifier for TCM profile
User ID	TikTok internal user ID	Unique user identifier

📈 Engagement & Metric Data

Metric	Description	Details
Follower Count	Total followers	Indicates creator's reach
Total Likes	Cumulative likes across all content	Indicates overall engagement
TikTok Link	Direct link to creator's TikTok profile	For profile review
TCM Link	TikTok Creator Marketplace profile link	For collaboration inquiries

🎬 Top Videos (up to 3 per creator)

Element	Description	Details
Item ID	Video's unique identifier	TikTok video ID
Cover URL	Video thumbnail image URL	CDN-hosted image
TikTok Link	Direct link to the video	For viewing the content
Views	Total video view count	Indicates video reach
Likes	Total likes on the video	Indicates engagement
Create Time	Video creation timestamp	Unix timestamp

📈 Performance & Reliability

🔄 Reliability Features

• ✅ Auto-Retry & Backoff — Handles temporary connection hiccups gracefully
• ✅ Dynamic Pagination — Seamlessly loops through all pages of results
• ✅ Batch Processing — Efficiently pushes data in batches of 10 items
• ✅ Fail-Safes — Early exits if maximum results limit is reached

💡 Best Practices

✅ Recommended Usage

1. Start Small — Use maxResults: 20 first to verify your filters work correctly before running large scrapes.
2. Sort by Engagement for Partnerships — Creators with high engagement rates are ideal for brand collaborations.
3. Use Follower Ranges — Target micro-influencers (10K-100K) for cost-effective campaigns with higher engagement rates.
4. Compare Across Countries — Creator landscapes differ significantly; US trends don't always apply to UK/EU.
5. Check TCM Links — Use the Creator Marketplace links to directly explore collaboration opportunities.
6. Monitor Top Videos — A creator's top-performing videos reveal their content style and audience preferences.

⚠️ Important Notes

• The API uses standard ISO 2-letter country codes (e.g., US, GB, DE).
• Avatar and cover image URLs are CDN-hosted and may expire after some time; download them promptly if needed.
• TCM links direct to the TikTok Creator Marketplace for collaboration and ad-related activities.
• Creators with tcm_id: "0" may not have a public Creator Marketplace profile.

❓ FAQ

Q: Do I need a TikTok account?

A: No, this tool uses specialized endpoints and does not require login, cookies, or account access.

Q: What do the follower ranges mean?

A: 0 = All creators, 1 = 10K-100K (micro-influencers), 2 = 100K-1M (mid-tier), 3 = 1M-10M (macro-influencers), 4 = 10M+ (mega-influencers).

Q: What does sort_by control?

A: follower sorts by follower count, engagement sorts by engagement rate, and avg_views sorts by average video views (popularity).

Q: How many top videos are included per creator?

A: Up to 3 top-performing videos are included per creator, with view counts, likes, cover images, and direct links.

Q: How often is the data updated?

A: TikTok's Creator Marketplace data is updated regularly with the latest trending creators.

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🔗 Related Actors

Actor	Description
📊 TikTok Top Ads Spy	Scrape top-performing TikTok ads with video URLs, CTR, likes, and creative data
📦 TikTok Trending Products	Discover viral products and profitable niches on TikTok

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