TKLens

TikTok Data Scraper — Enter any public TikTok handle, scrape all its video data, get an in-depth insight report within 24 hours: viral attribution, paid-traffic detection, hashtag & music stats, posting cadence, risk signals. Others sell data. We deliver conclusions.

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Free during beta · Registration required · T+1 delivery

Case Study

@princessbridediamonds — Princess Bride Diamonds

Custom engagement rings & fine jewelry, family-owned since 2006. Full analysis of 2,730 videos (2019–2026).

349.6KFollowers

31.8MLikes

630Viral hits

4.01%Median engagement

Median views 19.9K · 7.75 posts/week · Paid-traffic verdict: light (6 platform-confirmed ads) · Top video 8.9M views.

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What's in a Report

1. ProfileFollowers/following/likes/bio/verification/country at a glance

2. Core MetricsMedian views, hit count, engagement rate, posting frequency, longest gap

3. Paid TrafficPlatform-confirmed ads (isAd) + suspected paid videos

4. Viral HitsTop 10 detail: views/likes/comments/shares/caption/music

5. Caption LibraryTop 10 of all captions + full CSV download

6. HashtagsFull word frequency — find the traffic code

7. MusicBGM usage frequency, original vs trending at a glance

8. Risk SignalsSuspicious engagement, abnormal growth warnings

9. AudienceFollower structure (data source pending)

How It Works

Sign up (below, 30 seconds)
Submit any TikTok handle, e.g. @princessbridediamonds
Get the report: we crawl all public videos and analyze — within ~24 hours (T+1)
Read + download CSVs: Top 10 on the page, full data via CSV

Why Not Others

Other platforms sell raw data (per-record billing); TKLens delivers conclusions (per-account billing)
Our full video crawl is zero signature cost — same data, cheaper
Paid-traffic detection, viral attribution, risk signals — they don't do this layer

TKLens

Case Study

@princessbridediamonds — Princess Bride Diamonds

What's in a Report

How It Works

Why Not Others

Developers

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