Auto repair shops struggle to price parts competitively against online retailers while maintaining profitability, leading to either empty shop time or unsustainable margins.

Traditional pricing approaches force a trade-off between attracting customers with competitive prices and maintaining healthy profit margins, especially for performance parts where online price transparency makes margins thin.