Perfumes Similar to Warm Sand

Fragrances with the closest accord profile to Warm Sand by Matthew Williamson: Sensuous Estée Lauder perfume by Estee Lauder; Gucci Eau de Parfum by Gucci; Fendi by Fendi. 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.