Struggling to balance minimalism with user engagement – any layout magic?

I'm redesigning an e-commerce site and aiming for a super clean, minimal aesthetic. The challenge is, I feel like I'm losing opportunities for user interaction and engagement with such sparse layouts. How do you all effectively inject personality and guide users without cluttering up a minimalist design? Desperate for some clever layout or interaction design principles!