What perfumes are similar to Gina?+
Fragrances with the closest accord profile to Gina by Gina Liano: Maroussia by Slava Zaitsev; Classique by Jean Paul Gaultier; Lovely by Sarah Jessica Parker. 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.
Which notes drive the Gina profile?+
Gina's opening signature comes from Rose, Violet, Bergamot, Mandarin Orange. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
