Short Youtubers Female - Curated Top 17 List

Metrics refresh on a rolling last-30-days window. Profile stats and audience snapshots update in seconds when you paste a handle, and engagement/visibility figures reflect normalized L30D averages for fair cross-platform comparisons.

Yes. After signup you can export Top-17 creator contacts and reports - saved lists (CSV), profile analyses (PDF & JSON), Media Plan Builder rows (Google Sheets) and campaign exports (CSV/Excel). Exports unlock once you sign in.

We convert platform-specific metrics into comparable bands using last-30-day averages - ER% is computed as likes+comments relative to followers with cadence context, and views are shown as min/avg/max from recent posts. Normalization aligns these L30D metrics so IG, TikTok and YouTube can be fairly compared side-by-side.

Yes. Platforms are standardized into one grid - followers, ER%, min/avg/max views, posts/mo and audience buckets all normalized on the rolling L30D. Use side-by-side profile sheets to compare engagement, reachability, audience geography, fraud scores and contact fields in one view.

We run multi-layer checks: semantic match of content and hashtags, audience composition (gender, geo, language), engagement consistency versus one-offs, growth patterns, reachability and platform-normalized ER/views. Combined fraud signals and an engagement score flag likely bot/inorganic audiences—displayed on each profile.