What perfumes are similar to Lipa?+
Fragrances with the closest accord profile to Lipa by Manufaktura: Aura Mugler by Mugler; Angel by Mugler; Illusione for Her by Bottega Veneta. 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 Lipa profile?+
Lipa's opening signature comes from Tangerine, Apple. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
