What perfumes are similar to Vanilla Freak?+
Fragrances with the closest accord profile to Vanilla Freak by Lattafa Perfumes: Eclaire Banoffi by Lattafa Perfumes; Yum Boujee Marshmallow | 81 by Kayali Fragrances; Cookie Crave 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 Vanilla Freak profile?+
Vanilla Freak's opening signature comes from Cupcake. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
