Clearpool Blog Boost Liquidity Capture with Dynamic Liquidity Awareness

A critical component that determines an algorithm’s success in sourcing liquidity is how it rebalances—or decides which venues to route to based on where it already sent orders and received fills. Many algorithms claim to "intelligently" source liquidity but still rely on static previous-fills heatmap data. However, if you use a genuinely dynamic Liquidity Awareness Signal, it's possible to achieve a nearly 500% improvement in hit rates for midpoint orders*.