TikTok Profile Scraper

Extract creator data at scale — followers, engagement, video performance, growth velocity. The data TikTok doesn't want you to have.

TikTok's API gives you crumbs. This actor gives you the full picture: real-time follower counts, engagement trajectory, which videos are actually moving the needle, and growth patterns that reveal everything about a creator's momentum. Run it daily and watch trends develop before they blow up.

⚡ What You Get

🎵 TIKTOK CREATOR INTELLIGENCE REPORT
├── @devontakesover (3.2M followers)
│   ├── Follower Count: 3,247,891 (Updated 2 hours ago)
│   ├── Following: 487
│   ├── Total Videos: 847
│   ├── Average Video Performance
│   │   ├── Avg Views: 892,347
│   │   ├── Avg Likes: 187,432 (21% engagement)
│   │   │   └── 👈 21% engagement rate is INSANE — top 1% of creators
│   │   ├── Avg Comments: 12,847
│   │   ├── Avg Shares: 23,194
│   │   └── Avg Watch Time: 18.3 seconds (High for dance/comedy)
│   ├── Growth Velocity
│   │   ├── 7-Day Growth: +189K followers (+6.2%)
│   │   ├── 30-Day Growth: +612K followers (+23.1%)
│   │   ├── Trend: ACCELERATING (growth is speeding up)
│   │   └── Projection: 4M followers in 45 days
│   ├── Top Performing Videos
│   │   ├── "POV: You're the main character"
│   │   │   └── 4.2M views | 892K likes | 89K comments | 156K shares
│   │   ├── "Thought we were done with this trend 😭"
│   │   │   └── 3.8M views | 721K likes | 64K comments | 128K shares
│   │   └── "This is how you ACTUALLY use TikTok sounds"
│   │       └── 3.1M views | 589K likes | 47K comments | 94K shares
│   ├── Content Strategy
│   │   ├── Primary Format: Trending audio + personal twist (67%)
│   │   ├── Secondary: Advice/Tips (22%)
│   │   └── Tertiary: Reaction videos (11%)
│   ├── Posting Cadence: 4-6 videos per week
│   ├── Optimal Posting Times: Mon/Wed/Fri 6-9pm EST
│   └── Audience Origin: 73% US | 12% Canada | 8% UK | 7% Other

🎯 Use Cases

• Creator Talent Scouts: Track emerging creators weekly. Spot the moment they hit inflection points before they want $50K per TikTok.
• Trend Researchers: Monitor which creators are riding trends successfully. See which sounds and formats are actually working right now.
• Marketing Teams: Build campaigns around creators with explosive growth. Time your partnerships when momentum is highest.
• Competitive Intelligence: Track what your competitors are doing on TikTok. Monitor their growth, see which creators they're partnering with.
• Music Labels & Rights Holders: Find which creators are driving song popularity. See which TikToks are about to make a track go viral.

📊 Sample Output

{
  "username": "devontakesover",
  "user_id": "6871991854890632194",
  "unique_id": "devontakesover",
  "nickname": "Devon",
  "avatar": "https://p16-sign.tiktokcdn.com/...",
  "signature": "content creator | dancer | comedian",
  "verified": true,
  "followers_count": 3247891,
  "following_count": 487,
  "video_count": 847,
  "heart_count": 687234219,
  "comment_disabled": false,
  "engagement_metrics": {
    "average_video_views": 892347,
    "average_likes": 187432,
    "engagement_rate_percent": 21.03,
    "average_comments": 12847,
    "average_shares": 23194,
    "average_watch_time_seconds": 18.3,
    "comment_sentiment_positive_percent": 88
  },
  "growth_analytics": {
    "followers_7_day_change": 189023,
    "followers_7_day_growth_percent": 6.2,
    "followers_30_day_change": 612487,
    "followers_30_day_growth_percent": 23.1,
    "growth_trend": "accelerating",
    "estimated_followers_45_days": 4021045,
    "growth_velocity_score": 89
  },
  "top_videos": [
    {
      "video_id": "7234891234567891234",
      "description": "POV: You're the main character",
      "views": 4287432,
      "likes": 892147,
      "comments": 89234,
      "shares": 156892,
      "created_time": "2026-02-20T18:34:00Z"
    },
    {
      "video_id": "7233821234567891234",
      "description": "Thought we were done with this trend 😭",
      "views": 3821947,
      "likes": 721234,
      "comments": 64298,
      "shares": 128734,
      "created_time": "2026-02-18T20:12:00Z"
    }
  ],
  "content_strategy": {
    "primary_format": "Trending audio + personal twist",
    "primary_format_percent": 67,
    "secondary_format": "Advice/Tips",
    "secondary_format_percent": 22,
    "tertiary_format": "Reaction videos",
    "tertiary_format_percent": 11,
    "popular_sounds": [
      {"sound_id": "1234567", "sound_name": "Main character energy", "usage_count": 23},
      {"sound_id": "1234568", "sound_name": "That girl", "usage_count": 19}
    ],
    "popular_hashtags": [
      {"hashtag": "FYP", "usage_count": 847},
      {"hashtag": "ForYou", "usage_count": 812}
    ]
  },
  "posting_behavior": {
    "videos_per_week": 5.2,
    "optimal_posting_times": ["Monday 18:00", "Wednesday 19:30", "Friday 20:00"],
    "posting_timezone": "US/Eastern"
  },
  "audience_geography": {
    "US": 73,
    "CA": 12,
    "UK": 8,
    "AU": 4,
    "other": 3
  },
  "estimated_sponsorship_value": {
    "per_video_usd_low": 45000,
    "per_video_usd_high": 85000,
    "rate_per_million_followers": 18500
  },
  "last_updated": "2026-02-26T16:42:00Z"
}

Key Fields Explained:

• engagement_rate_percent: Likes / views. Anything above 5% is elite. This creator is hitting 21% — they own the algorithm.
• growth_velocity_score: How fast they're gaining followers relative to their size (0-100 scale). 89 = explosive growth.
• growth_trend: Is their acceleration speeding up or slowing? "Accelerating" means they're about to get more expensive.
• comment_sentiment_positive_percent: Are people roasting them or loving them? 88% positive is solid.

🔗 Integrations & Automation

Daily Digest to Slack: Track 100 creators automatically. Get notified when anyone hits 50K new followers or breaks their engagement record.

Growth Alerts: Set a webhook that fires when a creator's 7-day growth exceeds your threshold. Catch momentum early.

Spreadsheet Sync: Push data to Google Sheets or Airtable hourly. Auto-update your creator database with fresh metrics.

MCP Integration: Any AI agent can query this actor directly. Build automated workflows that respond to TikTok data in real-time.

Integrations →

🔗 Works Great With

• TikTok Trend Scout — See which trends your creators are riding and whether they're moving the needle.
• TikTok Content Optimizer — Deep dive into what's working for your creators. Optimize content strategy.
• Instagram Creator Analyzer — Cross-platform creator intelligence. Compare TikTok to Instagram performance.
• TikTok Business Lead Finder — Find brands advertising alongside your creators. Competitive intelligence.

💰 Cost & Performance

Typical run: 200 creator profiles scraped in ~4 minutes for $3.20. That's $0.016 per creator — practically free.

Doing this manually? 30 seconds per profile × 200 creators = 100 minutes of clicking. At $50/hour fully loaded, that's $83. Our bot saved you that in seconds.

Includes: Proxy rotation, rate limiting, and fresh data guaranteed.

🛡️ Built Right

• Real Proxy Network: Rotates through residential IPs. TikTok's anti-bot doesn't stand a chance.
• Rate Limiting: Respects TikTok's servers. No account lockouts, no throttling.
• Daily Refresh: Run it every 24 hours to track trends as they develop.
• Error Recovery: If one profile times out, we keep going. Partial results are better than nothing.
• Structured Output: Every metric is JSON-validated. No garbage data.

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Fresh data. Zero guesswork. Be the first to know.

📧 Email alerts · 🔗 Webhook triggers · 🤖 MCP compatible · 📡 API access

Built by Creator Fusion — OSINT tools that actually work.