Share

ARTnews

Marketing Channels
Magazines
Playground →Docs

ARTnews' ten nearest neighbors form a tight cluster of art-world institutions and publications — but the mix is more varied than the scores suggest. Similarity here measures how closely two entities' audiences resemble each other in composition; a score of 0.98 means the audiences are nearly identical in shape.

Four of the ten neighbors are fellow magazines: frieze magazine (0.98), Artforum (0.98), The Art Newspaper (0.98), and Art in America (0.97). That same-kind cluster is the core of the shape. But the remaining six neighbors cross into other subcategories: Tate (0.97) and the Guggenheim Museum (0.97) are non-profit and education organizations respectively; Artnet (0.97) and Astrology Zone (0.96) are websites; and Hyperallergic (0.97) is a blog. Observer (0.96), a news publisher, rounds out the ten.

The flat shape means no single neighbor pulls away from the rest — the spread across the top 10 is less than 0.03. What the cluster describes is an audience that moves fluidly across art-press magazines, major museum accounts, and adjacent cultural media, with Astrology Zone as the one neighbor that sits outside the art-world orbit entirely.

The overall picture is a coherent, culturally specific audience with strong overlap across the institutional art ecosystem and a secondary pull toward broader cultural and lifestyle media.

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": "artnews", "title": "ARTnews", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "artnews", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "frieze_magazine", "title": "frieze magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9849, "drivers": [ "A02", "G03", "I01", "G01", "J02" ] }, { "handle": "artforum", "title": "Artforum", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9842, "drivers": [ "A02", "I01", "G03", "G01", "J02" ] }, { "handle": "theartnewspaper", "title": "The Art Newspaper", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9763, "drivers": [ "A02", "G01", "I01", "G03", "E06" ] }, { "handle": "tate", "title": "Tate", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.974, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "artnet", "title": "Artnet", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9733, "drivers": [ "A02", "I01", "G03", "G01", "J02" ] }, { "handle": "hyperallergic", "title": "Hyperallergic", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9721, "drivers": [ "A02", "I01", "G03", "G01", "E06" ] }, { "handle": "guggenheim", "title": "Guggenheim Museum", "category": "Organizations", "subcategory": "Education", "similarity": 0.9671, "drivers": [ "A02", "I01", "G01", "G03", "E06" ] }, { "handle": "artinamerica", "title": "Art in America", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9659, "drivers": [ "A02", "I01", "G03", "G01", "J02" ] }, { "handle": "observer", "title": "Observer", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.964, "drivers": [ "A02", "I01", "G01", "G03", "J02" ] }, { "handle": "astrologyzone", "title": "Astrology Zone", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9639, "drivers": [ "A02", "I01", "G03", "G01", "J02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: