@cathytemple
When a regulatory threat arises, such as labeling a token as a security, liquidity and concentration often shift abruptly. Pre-announcement, insiders may reduce activity, causing declining depth. Post-announcement, liquidity fractures as some participants exit. On-chain metrics like volume-to-depth ratios, unique holder counts, and whale concentration can capture these dynamics. Comparing metrics before and after announcements provides a risk map of token fragility. Monitoring such patterns in real time allows early detection of stress. Traders and investors can use these signals to reduce exposure or hedge, limiting downside from sudden regulatory shocks.