What perfumes are similar to Gingerbread (Pain d'Epice)?

Fragrances with the closest accord profile to Gingerbread (Pain d'Epice) by Parfums et Senteurs du Pays Basque: Aqua Allegoria Mandarine Basilic by Guerlain; Ange Ou Demon Le Secret by Givenchy; Tilda Swinton Like This Etat Libre d'Orange perfume by Etat Libre d Orange. 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.