YouTube Jon Stewart - Verified Creator Shortlist

Shortlist profiles pull rolling 30-day metrics and refresh in seconds after you paste or load a profile. The platform normalizes ER, views and cadence immediately so the shortlist shows current L30D averages for rapid verification and decision-making.

Yes. After you sign in you can export shortlist and Media Plan Builder rows — Favorites as CSV, Profile Analyses as PDF/JSON, Media Plan as a live Google Sheet, and campaign data as CSV/Excel for sharing and client review.

We flag inauthentic audiences by combining engagement patterns, audience composition, and behavior signals: sudden ER spikes vs. subscriber growth, skewed geography/language ratios, low reachability, repeated bot-like interactions, and anomalous view/like distributions over the last 30 days. Those indicators generate fraud scores for quick vetting.

Yes — creators across Instagram, TikTok and YouTube appear side-by-side in a single normalized grid. ER%, views, posting cadence and audience demographics are standardized so you can directly compare reach, engagement and audience fit across platforms in one view.

We compute platform parity by converting each creator’s L30D metrics into comparable units: ER% is averaged relative to follower counts with cadence context; views are normalized into min/avg/max bands from recent-post distributions; cadence is standardized to posts/month. That produces fair cross-platform rows for side-by-side comparison.