Female Prettiest Youtubers - Curated Top 20 List

Metrics reflect a rolling last-30-days view across key signals - profiles and stats refresh in seconds when pasted, so engagement and audience snapshots show the most recent 30-day window for fair cross-platform comparisons.

Yes. After signing in you can export creator contacts and reports: Profile Analysis (PDF & JSON), Favorites (CSV), Media Plan Builder (live Google Sheet), Campaign Monitoring (CSV/Excel) and shareable dashboards. API endpoints also provide profile, audience and performance data.

We standardize ER%, views and posting cadence over the rolling 30-day window - then normalize those signals so likes+comments relative to followers, min/avg/max views and posts-per-month become comparable across Instagram, TikTok and YouTube for apples-to-apples creator ranking.

Yes. Profiles from Instagram, TikTok and YouTube are standardized on the same rolling 30-day window—ER%, min/avg/max views and posting cadence are normalized so you can review creators side-by-side in one grid and export apples-to-apples rows for shortlisting.

We flag suspicious audiences with multi-signal checks: sudden subscriber spikes, low relative engagement, odd view distributions vs. subscriber counts, repetitive commenter patterns, and inconsistent growth over 30/90 days. Those signals plus audience-location/language mismatches and semantic behavior patterns mark likely bot-inflation.