What perfumes are similar to Girlfriend?+
Fragrances with the closest accord profile to Girlfriend by Justin Bieber: Wonderstruck by Taylor Swift; Someday by Justin Bieber; Pink Friday by Nicki Minaj. 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 Girlfriend profile?+
Girlfriend's opening signature comes from Blackberry, Strawberry, Mandarin Orange, Pear. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
