Effectively optimizing hotel income is essential for reaching profitability goals. This requires a sophisticated approach to tariff structure, customer forecasting, and channel strategy. By examining data such as previous outcomes, local movements, and peer actions, revenue managers can discover opportunities to increase rates during peak times and