Parfums vergelijkbaar met 4MBR0X1D3

Fragrances with the closest accord profile to 4MBR0X1D3 by Zara: By the Fireplace by Maison Martin Margiela; Versace Pour Homme Dylan Blue by Versace; Encre Noire A L'Extreme by Lalique. Each is selected by cosine similarity on accord strengths and shared notes.

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.

4MBR0X1D3's opening signature comes from Violet. Similar perfumes usually carry at least 2 of these same top notes alongside matching heart accords.