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LANVIN's nearest ten neighbors split almost evenly between Fashion brands and fashion-adjacent magazines and websites — a flat cluster with no single dominant pull and scores ranging only from 0.96 to 0.94.
The top three neighbors are all Fashion brands: Karl Lagerfeld at 0.96, Alexander Wang at 0.95, and Marchesa at 0.95. They are joined immediately by media properties: V Magazine at 0.95, Times Fashion at 0.95, Vogue Paris at 0.95, Fashionista.com at 0.95, and W Magazine at 0.95. Rounding out the ten are Barneys New York at 0.94 — a Department Store, the only one in the top 10 — and POPSUGAR Fashion at 0.94, a Website. Tallying the subcategories: three Fashion brands, four Magazines, two Websites, and one Department Store. No single subcategory dominates; the cluster is a mix of same-kind fashion labels and the editorial infrastructure — magazines and fashion websites — that surrounds them.
The narrow score band across all ten neighbors (less than 0.02 separates first from tenth) confirms the flat shape: LANVIN's audience is not anchored to any one neighbor but is instead distributed evenly across the fashion-media ecosystem, equally at home with peer labels and the publications that cover them.
