Rose Attar-тай төстэй сүрчиг

Fragrances with the closest accord profile to Rose Attar by The Dua Brand: Musc Ravageur by Frederic Malle; L’Autre Oud Eau de Parfum Lancôme perfume by Lancome; Samsara Eau de Parfum by Guerlain. 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.