Female Self Improvement Youtubers - Top 20 Picks

Metrics refresh on a rolling last-30-day window - profile stats and engagement snapshots update in seconds when you paste a profile, so you see normalized ER%, views and posting cadence based on the most recent 30 days.

Yes. After signing in you can export the Top-20 into CSV/Google Sheet and download contact fields (email/WhatsApp/phone/Skype/Kakao/WeChat/Viber) as part of Favorites or Media Plan Builder exports. Exports require an account and are available from the shortlist view.

We standardize metrics using the last-30-day window: ER% = (likes+comments)/followers averaged with posting cadence context; views normalized into min/avg/max from recent-post distributions; platform differences are reconciled so ER, views and cadence become apples-to-apples for fair cross-platform comparisons.

We inspect creator signals and audience behavior across recent posts - ER trends, view distributions, posting cadence, subscriber growth and recency. Semantic AI checks content context, audience geo/gender/language alignment, and fraud flags (sudden spikes, unreachable subscriber pools). Results produce a composite fraud/quality score.

Yes. Profiles from Instagram, TikTok and YouTube are standardized and shown side-by-side in a single grid. ER%, min/avg/max views and posting cadence are normalized across platforms, so you can review apples-to-apples diagnostics, audience markets and reachability in one comparative view.