Instead of guessing or wasting sprays, you pick a fragrance and Layra returns ranked pairing recommendations with clear compatibility reasoning. Our recommendation engine evaluates note overlap, complementary notes, fragrance family, concentration, and intensity, so suggestions are both creative and wearable. You can also save combinations from your own collection and build a personal scent library over time.