Most Beautiful Female Youtubers - Verified Top 20

Metrics refresh on a rolling last-30-days window. Profile stats and engagement averages update in seconds when you paste a handle, giving you recent ER%, views, cadence and audience snapshots normalized for fair cross-platform comparison.

Yes. After signing in you can export creator contact lists and profile analyses - PDF, JSON, CSV and Google Sheet outputs are available for saved lists, profile reports and the Media Plan Builder so you can hand off outreach and planning immediately.

We convert raw likes, comments and view counts into comparable metrics by using last-30-day averages and cadence context. ER% is computed relative to follower counts; views are shown as min/avg/max bands from recent posts; posting cadence is normalized so all three can be fairly compared across Instagram, TikTok and YouTube.

Yes. Profiles from Instagram, YouTube and TikTok appear in one standardized grid with normalized ER%, min/avg/max views and posting cadence, so you can inspect apples-to-apples metrics, audience snapshots and fraud scores side-by-side before shortlisting and exporting.

We analyze audience behavior patterns and account signals across the rolling 30‑day window: abnormal follower growth, low real-view ratios, inconsistent engagement vs. cadence, repeat commenter networks, and geographic/language mismatches. Combined with fraud scoring and semantic checks, these flags surface likely fake followers or engagement for you to review.