The design of a milk tea store chain involves creating a standardized operating procedure (SOP) to ensure consistency across all locations. Key elements include store layout, product offerings, branding, supply chain management, and marketing strategies. It also involves strategic planning for expansion and maintaining a competitive edge in the market.