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Observer

Marketing Channels
News Publishers
Playground →Docs

Observer's top 10 neighbors span nine different subcategories, with no single type dominating — a flat distribution where scores range only from 0.97 to 0.98 across the entire set. The mix includes a blog (Intelligencer, 0.98), a podcast (The Brian Lehrer Show, 0.98), two museums (The Metropolitan Museum of Art, 0.98; Guggenheim Museum, 0.97), a grocery delivery service (FreshDirect, 0.98), a performing arts brand (nycballet, 0.98), two magazine properties (The Cut, 0.98; Condé Nast, 0.97), a restaurant guide (The Infatuation, 0.97), and a beauty publication (Into The Gloss, 0.97). No other News Publisher — Observer's own subcategory — appears in the top 10.

What ties this cluster together is not category or medium but a shared audience geography: the neighbors are overwhelmingly New York City–anchored institutions and publications, from cultural nonprofits to local lifestyle brands. The cross-kind breadth — arts organizations, food delivery, fashion media, and civic radio all registering near-identical similarity scores — suggests Observer's audience is defined less by an interest in news publishing specifically and more by a particular urban, culturally engaged profile that cuts across verticals.

The flat shape means no single neighbor pulls ahead as a structural anchor; the audience overlaps broadly and evenly across a distinctly New York media and cultural ecosystem.

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": "observer", "title": "Observer", "category": "Marketing Channels", "subcategory": "News Publishers", "resolved": "observer", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "intelligencer", "title": "Intelligencer", "category": "Marketing Channels", "subcategory": "Blogs", "similarity": 0.9825, "drivers": [ "A02", "G01", "I01", "G03", "E06" ] }, { "handle": "brianlehrer", "title": "The Brian Lehrer Show", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9805, "drivers": [ "A02", "I01", "G01", "G03", "Q01" ] }, { "handle": "metmuseum", "title": "The Metropolitan Museum of Art", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9785, "drivers": [ "A02", "I01", "G01", "G03", "E06" ] }, { "handle": "freshdirect", "title": "FreshDirect", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.9773, "drivers": [ "A02", "I01", "G01", "G03", "Q01" ] }, { "handle": "nycballet", "title": "nycballet", "category": "Brands", "subcategory": "Destinations", "similarity": 0.9773, "drivers": [ "A02", "I01", "G01", "G03", "E06" ] }, { "handle": "thecut", "title": "The Cut", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9762, "drivers": [ "A02", "G01", "I01", "G03", "E06" ] }, { "handle": "guggenheim", "title": "Guggenheim Museum", "category": "Organizations", "subcategory": "Education", "similarity": 0.9745, "drivers": [ "A02", "I01", "G01", "G03", "E06" ] }, { "handle": "infatuation", "title": "The Infatuation", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9744, "drivers": [ "A02", "G01", "I01", "G03", "E06" ] }, { "handle": "condenast", "title": "Condé Nast", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.973, "drivers": [ "A02", "G01", "I01", "G03", "J02" ] }, { "handle": "intothegloss", "title": "Into The Gloss", "category": "Brands", "subcategory": "Beauty", "similarity": 0.9722, "drivers": [ "A02", "G01", "I01", "G03", "E06" ] } ] }
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