Instances where a product is unexpectedly unavailable for purchase, often resulting in lost sales and dissatisfied customers. Unplanned out-of-stocks can occur due to forecasting errors, supply chain disruptions, or inadequate inventory management processes.
Brand Loyalty
Refers to a consumer’s consistent preference for purchasing the same brand over competing ones, driven by