Introduction: personalized modular metallic display racks strengthen inventory rotation, longevity, and brand visibility, improving performance and buyer experience in large-turnover automotive lubricant retail. Retail environments for automotive lubricants generally experience delicate inefficiencies that disrupt each stocking and obtaining proce