Perfumes Similar to MADAME BUTTERFLY OPERA

Fragrances with the closest accord profile to MADAME BUTTERFLY OPERA by Toni Cabal: Aqua Allegoria Forte Mandarine Basilic by Guerlain; Light Blue Summer Vibes Dolce&Gabbana perfume by Dolce Gabbana; Ingenious Ginger Goldfield & Banks Australia perfume by Goldfield Banks Australia. 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.

MADAME BUTTERFLY OPERA's opening signature comes from Pear, Mandarin Orange, Bergamot, Ginger. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.