This research investigates how the structure of comb polymers influences their ability to stabilize materials in applications ranging from fragrances and food products to wastewater treatment and drug delivery. By systematically modifying polymer architecture, the study identifies design rules that enable more effective, affordable, and targeted performance across diverse industrial and medical uses.