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CityLab

Marketing Channels
Magazines
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CityLab's nearest audiences span journalists, magazines, news publishers, and activist organizations — a dense, mixed-media cluster with no single dominant neighbor pulling away from the rest.

The shape is flat: the top 10 scores run from 0.99 down to 0.98 with almost no drop between them. Jamelle Bouie (0.99) and Astead Herndon (0.98) sit at the top as Journalists, followed by Vox (0.98) and CJR (0.98) as News Publisher and Magazine respectively. Jessica Valenti (0.98, Author), On the Media (0.98, Podcast), and The New Republic (0.98, Magazine) round out the top seven with scores that barely separate them. Tallying the subcategories across all 10: Journalists account for two slots, with Magazines, News Publishers, Podcasts and Radio, and Authors each contributing one or two — a genuinely mixed set rather than a single-kind cluster. CityLab itself is a Magazine, and two other Magazines (CJR and The New Republic) appear in the top 10, but the majority of neighbors come from outside that subcategory. The two entries at positions 9 and 10 — Roxane Gay (0.98, Author) and Nieman Lab (0.98, Website) — confirm the breadth: this audience overlaps equally with literary authors and journalism-industry trade coverage.

The flat shape signals an audience that moves fluidly across the media-and-commentary ecosystem rather than anchoring to any single format or voice.

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": "citylab", "title": "CityLab", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "citylab", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "jbouie", "title": "Jamelle Bouie", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9864, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "asteadwesley", "title": "Astead Herndon", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9843, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "voxdotcom", "title": "Vox", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.982, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "cjr", "title": "CJR", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9817, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "jessicavalenti", "title": "Jessica Valenti", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9801, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "onthemedia", "title": "On the Media", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.9789, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "newrepublic", "title": "The New Republic", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9786, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "rgay", "title": "Roxane Gay", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9767, "drivers": [ "A02", "G03", "G01", "I01", "H02" ] }, { "handle": "niemanlab", "title": "Nieman Lab", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.976, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "longreads", "title": "Longreads", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.976, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] } ] }
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