What perfumes are similar to Attitude?+
Fragrances with the closest accord profile to Attitude by Armaf: Haya by Lattafa Perfumes; Black Opium by Yves Saint Laurent; Her Confession by Lattafa Perfumes. 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 Attitude profile?+
Attitude's opening signature comes from Almond, Rose, Jasmine, Bergamot. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
