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Adweek

Marketing Channels
Magazines
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Adweek's top 10 neighbors form a tightly compressed cluster — scores run from 0.9955 down to only 0.9827, a span of less than two points — with no single entity pulling away from the pack. The composition of that cluster is the finding.

The mix breaks into two dominant subcategory groups. Four neighbors are B2B brands: Ogilvy (0.99), Wieden+Kennedy (0.99), Publicis Sapient (0.99), and BBDO Worldwide (0.99) — all advertising and communications agencies. Three are Marketing Channel websites: Co.Design (0.99), Mediabistro (0.99), and Digiday (0.98). The top neighbor, Ad Age (1.00), shares Adweek's own subcategory — Magazines — making it the only fellow magazine in the top 10, alongside The Atlantic (0.98) and Fast Co. Impact (0.98), which are a magazine and a website respectively. One outlier stands out by kind: Warby Parker (0.98), a Fashion brand, is the sole consumer-facing retail entity in the set — every other neighbor is either a trade publication, a media website, or a professional services firm.

The flat shape means Adweek's audience is defined less by a single gravitational pull than by a coherent professional world: agency B2B brands and media-industry publications occupy the same audience territory at nearly identical distances.

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": "adweek", "title": "Adweek", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "adweek", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "adage", "title": "Ad Age", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9955, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "ogilvy", "title": "Ogilvy", "category": "Brands", "subcategory": "B2B", "similarity": 0.9912, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "wiedenkennedy", "title": "Wieden+Kennedy", "category": "Brands", "subcategory": "B2B", "similarity": 0.988, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "publicissapient", "title": "Publicis Sapient", "category": "Brands", "subcategory": "B2B", "similarity": 0.9875, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "bbdoworldwide", "title": "BBDO Worldwide", "category": "Brands", "subcategory": "B2B", "similarity": 0.987, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "fastcodesign", "title": "Co.Design", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9868, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] }, { "handle": "mediabistro", "title": "Mediabistro", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9851, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "digiday", "title": "Digiday", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9846, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "warbyparker", "title": "Warby Parker", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9833, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "fastcoimpact", "title": "Fast Co. Impact", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9827, "drivers": [ "G01", "A02", "G03", "I01", "H02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: