Accurate demand forecasting remains one of the biggest challenges in modern apparel retail. Seasonal trends, regional buying behavior, and sudden shifts in consumer preferences often create gaps between inventory planning and real market demand. This is where Kohl\'s stock availability data extraction for apparel analytics becomes a game-changer, helping brands transform raw inventory signals into actionable insights.