Map Kilian-Inspired Collection Directions Without One Shared Formula

Map only scent directions supported at collection or linked-item level. Never assign one note pyramid to every option. Use the map to decide which product pages deserve closer review, visit website then return a collection segmentation rather than a single-perfume verdict.