Perfumes Similar to Chocolate: Figure 5: Bois de Chocolat

Fragrances with the closest accord profile to Chocolate: Figure 5: Bois de Chocolat by Roxana Illuminated Perfume: Underworld by Soivohle; Leather Krem by Soivohle; Chocolate: Figure 1: Noir by Roxana Illuminated Perfume. 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.