What perfumes are similar to 4 Walls?+
Fragrances with the closest accord profile to 4 Walls by Ghawali: Calabria by Gissah; Gris Charnel Extrait by BDK Parfums; MMW by Givenchy. 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 4 Walls profile?+
4 Walls's opening signature comes from Pink Pepper, Ginger, Elemi. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.
