What perfumes are similar to Oriana?+
Fragrances with the closest accord profile to Oriana by Parfums de Marly: Love Don't Be Shy by By Kilian; Devotion Dolce&Gabbana perfume by Dolce Gabbana; Libre by Yves Saint Laurent. Each is selected by cosine similarity on accord strengths and shared notes.
Why are these perfumes considered similar?+
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.
Which notes drive the Oriana profile?+
Oriana's opening signature comes from Mandarin Orange, Bergamot, Grapefruit. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
