TransparencyEditorial scoring
How rankings work
Fama reads like a magazine masthead and behaves like a disciplined ranking engine — transparent math, cultural instincts layered on top.
Fama Score
Each week, creators are scored using percentile rankings across the curated roster. Legacy totals alone don't crown champions — motion does.
35%
Growth — follower/subscriber momentum week-over-week
25%
Views — recent attention vs posting cadence
20%
Engagement — reactions relative to views where available
10%
Activity — consistency via 7-day volume
10%
Cross-platform — breadth of tracked surfaces
Composition: 0.35·Growth + 0.25·Views + 0.20·Engagement + 0.10·Activity + 0.10·Cross‑platform
Weekly public snapshots
Rankings reflect automated snapshots where connectors exist (YouTube), with CSV/manual pathways when platforms require external providers or policy-safe workflows (TikTok).
Curated eligibility
Fama isn't trying to ingest the entire internet. Creators are intentionally selected — editorial discipline beats noisy discovery feeds.
Fair comparisons
Signals are weighed inside the curated roster so giant legacy totals don't silence everyone else by default.
What Fama rewards
Momentum, engagement quality, consistency — not just totals. Rising stars, breakout waves, and creators driving conversation stay centered.