Parfums vergelijkbaar met LYS

Fragrances with the closest accord profile to LYS by Princesse Marina De Bourbon: Samsara Eau de Parfum by Guerlain; Organza by Givenchy; Coco Mademoiselle by Chanel. Each is selected by cosine similarity on accord strengths and shared notes.

Similarity is computed from three signals: (1) cosine similarity between accord strength vectors, (2) Jaccard overlap on note sets across the pyramid, (3) a curated "often compared to" list from community mentions. The top matches blend all three.