Can I get audience demographics?

Not from public video scrapes alone. Use this for performance and fit; ask creators for demo data when shortlisted.

How many recent videos should I sample?

20–50 recent public videos usually stabilize medians.

What about fake engagement?

Watch for odd comment patterns and view/follower mismatches. Scrapes help flag anomalies; humans confirm.

Can agencies productize this?

Yes. Recurring creator scorecards are a standard research offer.

Analyze TikTok Creators Using Public Video Stats

Build TikTok influencer analytics from public video stats — views, engagement, posting cadence — with Apify.

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Public stats are enough for shortlists

You do not need creator-app access to estimate typical views, engagement rate, and posting frequency. Profile video scrapes power first-pass influencer analytics.

Metrics worth computing

Median views on last N videos, engagement rate, post frequency, hashtag diversity, and share of branded vs organic captions. Medians beat averages when one viral outlier skews the mean.

Comparing creators fairly

Segment by niche and follower band before ranking. A mid-size creator with steady mid-views often beats a larger account with spiky flops for ROI.

Deliverables brands actually open

One sheet per niche with scores and example video URLs. Re-scrape monthly so analytics do not go stale mid-campaign.

Analyze TikTok Creators Using Public Video Stats

Public stats are enough for shortlists

Metrics worth computing

Comparing creators fairly

Deliverables brands actually open

Frequently asked questions

Related use cases

Trend Analysis

Competitor Tracking

Review Aggregation

Lead Generation

Turn TikTok videos, viral trends, and creator analytics into structured data