Perfumes Similar to Karavanserai

Fragrances with the closest accord profile to Karavanserai by Cult of Scent: Ambre Sultan by Serge Lutens; Comme des Garcons Series 3 Incense: Avignon by Comme des Garcons; Les Exclusifs de Chanel Coromandel 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.