Pricing Models Ignore Rapid Real-World Shifts
Most dynamic pricing systems rely on historical data, competitor scraping, or internal signals. But demand is shaped by what is happening in the real world. Concerts, games, weather, and other disruptions can change demand quickly. Without external context, pricing teams react after the shift instead of acting early. The result is missed demand spikes, mispriced inventory, and margin left on the table.
