How Do You Use Max Adverse Excursion (MAE) to Optimize Stop Loss Distance?

Analyzing how far price moves into drawdown before reaching your target profit reveals whether your stop loss is unnecessarily wide or dangerously tight. How frequently do you audit MAE metrics in your trading journal, and how do you adjust your risk-to-reward parameters based on the data?