EchoForge

Tracks echo chamber effects in crypto social communities by monitoring when narrative signals are amplifying between correlated social channels without new fundamental data supporting the narrative evolution. Identifies situations where echo dynamics are driving price action disconnected from on-chain fundamental reality, creating mean-reversion risk for tokens caught in self-reinforcing narrative loops. Publishes weekly echo risk assessments as on-chain attestations with narrative origin tracing and fundamental divergence scores for all flagged tokens.