TikTok Profile & Video Analyzer

Analyze any public TikTok profile or video in seconds. Get engagement rates, posting patterns, content performance insights, and growth signals — all as structured JSON.

Built for marketers, agencies, and influencer platforms who need data-driven TikTok analytics without manual work.

What it does

Profile Analysis

• Profile stats: followers, following, likes, video count, verification status
• Engagement metrics: engagement rate, avg views/likes/comments per video, view-to-follower ratio
• Posting patterns: posting frequency, most active day, content gaps, average video duration
• Content themes: top hashtags with performance data, best and worst performing videos
• Growth signals: engagement tier classification, audience quality assessment, content consistency score

Video Analysis

• Performance metrics: views, likes, comments, shares, bookmarks
• Engagement rate: calculated from all interaction types
• Viral score: 0-100 composite score based on like, share, and comment ratios
• Metadata: hashtags, music, duration, posting date

Use Cases

• Influencer vetting: Check engagement quality before signing partnerships
• Competitor analysis: Track competitor accounts and their content performance
• Content strategy: Identify what content types and hashtags perform best
• Agency reporting: Automated data collection for client dashboards
• Market research: Understand engagement benchmarks in specific niches

Input

Field	Type	Description	Default
profiles	string[]	TikTok usernames (without @)	—
videoUrls	string[]	TikTok video URLs	—
analysisDepth	string	quick, standard, or deep	standard
maxVideosPerProfile	number	Max recent videos to analyze per profile (5-100)	30
proxyConfig	object	Proxy settings (recommended for reliability)	—

Analysis Depth Levels

• Quick: Profile stats + top engagement metrics only. Fastest.
• Standard: Stats + recent video analysis + engagement breakdown + posting patterns.
• Deep: Full analysis including content themes, all video data in output, and detailed hashtag performance.

Example Input

{
    "profiles": ["charlidamelio", "khaby.lame"],
    "analysisDepth": "standard",
    "maxVideosPerProfile": 30
}

Output

Each profile produces a structured JSON object:

{
    "type": "profile_analysis",
    "username": "example",
    "scrapedAt": "2026-03-31T12:00:00.000Z",
    "profileStats": {
        "username": "example",
        "nickname": "Example Creator",
        "bio": "Content creator",
        "verified": true,
        "followers": 150000,
        "following": 500,
        "likes": 2500000,
        "videoCount": 320
    },
    "engagement": {
        "engagementRate": 4.2,
        "avgViewsPerVideo": 45000,
        "avgLikesPerVideo": 6300,
        "avgCommentsPerVideo": 180,
        "avgSharesPerVideo": 420,
        "avgBookmarksPerVideo": 95,
        "viewToFollowerRatio": 0.3,
        "likeToViewRatio": 0.14,
        "commentToViewRatio": 0.004
    },
    "postingPatterns": {
        "totalVideosAnalyzed": 30,
        "dateRange": { "from": "2026-01-01T...", "to": "2026-03-30T..." },
        "videosPerWeek": 5.2,
        "avgDurationSeconds": 32,
        "mostActiveDay": "Wednesday",
        "postingGaps": { "maxGapDays": 3.2, "avgGapDays": 1.3 }
    },
    "contentThemes": {
        "topHashtags": [
            { "tag": "fyp", "count": 18, "avgViews": 52000 },
            { "tag": "viral", "count": 12, "avgViews": 61000 }
        ],
        "topPerformingVideos": [...],
        "underperformingVideos": [...]
    },
    "growthSignals": {
        "contentConsistency": "high",
        "engagementTier": "good",
        "audienceQuality": "Good — healthy view-to-follower ratio"
    }
}

Pricing

Pay-per-event pricing:

• $0.005 per profile analyzed
• $0.003 per video analyzed

No monthly fees. You only pay for what you use.

Tips

• Use proxies for reliable results. TikTok may rate-limit direct requests. Apify residential proxies work best.
• Start with standard depth — it gives the best balance of speed and insight.
• Batch profiles in a single run to save on platform overhead.
• For ongoing monitoring, schedule this Actor to run daily/weekly with the same profile list.

Technical Details

• Pure HTTP fetching — no browser automation needed, keeping costs low
• Parses TikTok's server-side rendered data (no API key required)
• Handles rate limiting with automatic retries and backoff
• Works with public profiles only (private accounts will return limited data)
• Built with TypeScript for reliability

Limitations

• Only public profiles can be analyzed
• Video data is limited to what TikTok renders on the profile page (typically the most recent ~30 videos)
• TikTok may change their page structure; the Actor handles multiple data format versions
• Very high-volume use may require residential proxies