Parfums similaires à Composer

Fragrances with the closest accord profile to Composer by Michael Malul London: Tobacco Vanille by Tom Ford; Citizen Jack Absolute by Michael Malul London; Layton by Parfums de Marly. 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.

Composer's opening signature comes from Pomegranate, Red Currant, Bergamot. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.