RangeScout is an AI-powered analytics platform that helps liquidity providers optimize their concentrated liquidity positions across Uniswap V3, Meteora DLMM, Orca Whirlpools, PancakeSwap V3, and more.
The engine uses Black-Scholes LP valuation (treating positions as short straddles), Ornstein-Uhlenbeck and Heston stochastic models for price simulation, bootstrap Monte Carlo for return distribution, and regime detection via ADX, RSI, and Hurst exponent.
Solana, Ethereum, Arbitrum, Base, Optimism, Polygon, BSC, Avalanche, and Sui.