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Polyvore's top 10 nearest neighbors are a tight mix of fashion magazines, department stores, and style-focused websites — with no single neighbor pulling far ahead of the rest.
Similarity here measures how closely two entities' audiences resemble each other in composition. The scores across the top 10 span a narrow band, from Bloomingdale's at 0.91 down to Barneys New York at 0.88, a range of just three points. That compression is the defining structural feature: no one neighbor dominates, and no cluster breaks away from the pack.
By subcategory, the top 10 split into three groups. Magazines account for four slots — Marie Claire (0.90), Vogue Runway (0.89), WWD (0.89), and T Magazine (0.88). Department stores hold three — Bloomingdale's, Saks Fifth Avenue, and Barneys New York. Websites take two — Who What Wear (0.90) and AP Fashion (0.88). The one outlier by subcategory is Rachel Zoe (0.90), a Lifestyle celebrity, who sits at the same similarity level as the top magazines. Polyvore's own subcategory — Entertainment Platforms — appears nowhere in the top 10, meaning the audience shape aligns entirely with fashion media and retail rather than with other entertainment platforms.
The overall picture is an audience defined by fashion-industry consumption across multiple formats: print, digital, and upscale retail, with no single format or entity commanding a clear lead.
