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Wallpaper Magazine

Marketing Channels
Magazines
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Wallpaper Magazine's top 10 nearest neighbors span magazines, fashion brands, art institutions, and design websites — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from 0.97 (Vanity Fair) down to 0.97 (Eater), a spread of just 0.007 across all ten positions. Tallying the subcategories: four of the ten neighbors are Magazines (Vanity Fair, T Magazine, frieze magazine, ARTnews), two are Fashion brands (Oscar de la Renta at 0.97, Net-a-Porter at 0.97), two are Websites (Artnet at 0.97, Astrology Zone at 0.97, Eater at 0.97 — three, in fact), and two are Organizations (Tate at 0.97, Guggenheim Museum at 0.97). The dominant subcategory is Magazines, but it holds only a narrow plurality; fashion, art institutions, and general-interest websites each claim multiple positions.

What stands out is the cross-kind composition: roughly half the top 10 are not magazines at all. Fashion brands and art-world institutions sit at essentially the same similarity level as fellow print titles, suggesting the audience shape here is defined less by the medium than by a shared cultural register — design, art, and high-end lifestyle — that cuts across format and category.

This flat, cross-kind cluster points to an audience whose interests are broadly distributed across the art-and-design world rather than concentrated in any single channel or category.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "wallpapermag", "title": "Wallpaper Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "wallpapermag", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "vanityfair", "title": "Vanity Fair", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.974, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "oscardelarenta", "title": "Oscar de la Renta", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9736, "drivers": [ "A02", "G01", "G03", "J02", "I01" ] }, { "handle": "tate", "title": "Tate", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.972, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "artnet", "title": "Artnet", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9719, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "netaporter", "title": "Net-a-Porter", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9708, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "astrologyzone", "title": "Astrology Zone", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9691, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "tmagazine", "title": "T Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9683, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "frieze_magazine", "title": "frieze magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9674, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] }, { "handle": "guggenheim", "title": "Guggenheim Museum", "category": "Organizations", "subcategory": "Education", "similarity": 0.9672, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "eater", "title": "Eater", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9668, "drivers": [ "A02", "G01", "G03", "I01", "J02" ] } ] }
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