Home

Mock X feed with VibeLab extension badges

Demo simulation

ViBadge (Vibe Badge) adds inline account-reliability badges to social feeds. Click any mock post to inspect why `V1` and `V2` differ.

V1 = browser heuristic V2 = local graph model

ViBadge Explainability Panel

Select a post

The panel will show scoring methods and uncertainty signals.

ViBadge does not remove posts or decide what is true. It helps readers inspect the account behind a message before reacting or sharing.

AI-generated posts can move faster than human verification. Account reliability gives a second layer of context beyond the content itself.

The demo shows when the graph is weak, which fields are unknown, and why V1 and V2 may disagree.

Future plan: pre-warmed graph plus joined date, following count, follower count, and richer account info.