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Vox

Marketing Channels
News Publishers
Playground →Docs

Vox's top 10 neighbors span journalists, magazines, websites, and non-profits — with no single entity pulling far ahead of the rest. Similarity scores run from 0.99 down to 0.99 across the set, a band so compressed it signals a flat audience shape: no dominant neighbor, no structural outlier.

The subcategory composition tells the clearest story. Four of the top 10 are journalists — Astead Herndon (0.99), Ezra Klein (0.99), Adam Serwer (0.99), and Jamelle Bouie (0.99) — making individual journalists the single most represented type in the set. Three neighbors are magazines: The Atlantic (0.99), CJR (0.99), and The New Republic (0.99). Two are websites: Nieman Lab (0.99) and Slate (0.99). The lone non-profit is ProPublica (0.99). Vox itself is a News Publisher, and only one neighbor — The Upshot, visible just outside the top 10 — shares that subcategory in the broader set; within the top 10, the audience shape is defined more by individual journalists and legacy magazines than by peer news publishers.

The cross-kind character here is notable: an audience that overlaps heavily with named journalists as individual entities, not just the outlets they work for, suggests a readership that follows bylines and media criticism as much as it follows institutional brands.

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": "voxdotcom", "title": "Vox", "category": "Marketing Channels", "subcategory": "News Publishers", "resolved": "voxdotcom", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "asteadwesley", "title": "Astead Herndon", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9933, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "theatlantic", "title": "The Atlantic", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.993, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "propublica", "title": "ProPublica", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.9906, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "niemanlab", "title": "Nieman Lab", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9903, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "slate", "title": "Slate", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9893, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "ezraklein", "title": "Ezra Klein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9885, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "adamserwer", "title": "Adam Serwer", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9884, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "jbouie", "title": "Jamelle Bouie", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9883, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "anandwrites", "title": "Anand Giridharadas", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9882, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "cjr", "title": "CJR", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9872, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: