Bigfanbro – Real-time public sentiment tracking for YouTubers

Summary: Bigfanbro measures real-time public sentiment for YouTubers through positive and negative votes, updating sentiment ratios, leaderboard ranks, and trend scores to reflect creator reputation dynamically.

What it does

It collects user votes on YouTubers and calculates sentiment ratios, ranks, and trends to display who is gaining or losing trust in real time.

Who it's for

Users interested in tracking and comparing YouTuber reputations based on public trust rather than view counts.

Why it matters

It reveals genuine audience trust and reputation shifts among creators beyond simple popularity metrics.