What perfumes are similar to Caramel Oud?

Fragrances with the closest accord profile to Caramel Oud by Theodoros Kalotinis: Lira by Xerjoff; Bianco Latte by Giardini Di Toscana; Coffee Addict by Theodoros Kalotinis. 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.