Vogue Magazine's top 10 nearest neighbors are all fellow magazines — a tightly homogeneous cluster with no cross-kind entries at all.

The shape is flat: scores run from 0.98 down to 0.95 with no single dominant neighbor and no meaningful gap between them. ELLE Magazine (US) leads at 0.98, followed closely by InStyle at 0.97 and Glamour at 0.96. Glamour Fashion and British Vogue sit at 0.96 and 0.96 respectively, with Vogue Runway, Harper's Bazaar, Marie Claire, and ELLE UK all clustered between 0.96 and 0.95. The sole exception in the top 10 is Alexander McQueen, a Fashion brand at 0.95 — the only non-magazine entry in the set.

That one departure is worth noting: nine of the ten neighbors share Vogue's own subcategory (Magazines), and the tenth is a fashion brand rather than a website, TV channel, or any other kind of media property. The neighbor set is almost entirely same-kind, which means the audience composition here is defined almost exclusively by the magazine-reading habit rather than by any cross-category interest that might distinguish Vogue from its peers.

The flat shape and near-uniform scores across nine magazine neighbors indicate an audience that overlaps broadly and evenly with the fashion-and-lifestyle magazine category as a whole, with no single title pulling significantly harder than the others.