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Edelman

Brands
B2B
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Edelman's top 10 neighbors span three distinct subcategory types — trade magazines, fellow B2B firms, and media websites — with no single neighbor pulling far ahead of the rest.

The shape is flat: scores run from 0.98 (Adweek) down to 0.97 (Ad Age), a band of less than two percentage points across all ten. PRWeekUS sits at 0.98, Weber Shandwick at 0.98, and Ketchum at 0.98 — the PR and communications trade press and peer agencies are essentially indistinguishable by score. Four of the top 10 neighbors are Marketing Channels classified as Magazines (Adweek, PRWeekUS, Ad Age, and The Atlantic at 0.97); three are Brands in the B2B subcategory (Weber Shandwick, Ketchum, and Ogilvy at 0.97), the same subcategory as Edelman itself. The remaining three are Marketing Channels classified as Websites: Co.Design at 0.97, The Upshot at 0.97, and Matthew Yglesias — wait, that last is a Journalist, not a Website. Correcting the tally: the top 10 includes four Magazines, three B2B brands, two Websites (Co.Design at 0.97 and Nieman Lab — actually Nieman Lab falls outside the top 10 by position). The tenth position is Matthew Yglesias at 0.97, a Journalist subcategory, making the top 10 composition: four Magazines, three B2B brands, two Websites (Co.Design and The Upshot), and one Journalist.

The flat, tightly compressed cluster indicates an audience defined by professional media and communications industry engagement — trade press readers, agency followers, and analytically oriented media consumers all share nearly identical audience shapes with Edelman in the top 10.

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": "edelmanpr", "title": "Edelman", "category": "Brands", "subcategory": "B2B", "resolved": "edelmanpr", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "adweek", "title": "Adweek", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9814, "drivers": [ "A02", "G01", "G03", "H02", "A01" ] }, { "handle": "prweekus", "title": "PRWeekUS", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9793, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "webershandwick", "title": "Weber Shandwick", "category": "Brands", "subcategory": "B2B", "similarity": 0.9781, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "adage", "title": "Ad Age", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9769, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "ketchumpr", "title": "Ketchum", "category": "Brands", "subcategory": "B2B", "similarity": 0.9758, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "ogilvy", "title": "Ogilvy", "category": "Brands", "subcategory": "B2B", "similarity": 0.9738, "drivers": [ "A02", "G01", "G03", "H02", "I01" ] }, { "handle": "fastcodesign", "title": "Co.Design", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9704, "drivers": [ "G01", "A02", "G03", "H02", "I01" ] }, { "handle": "theatlantic", "title": "The Atlantic", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9697, "drivers": [ "A02", "G01", "G03", "H02", "A01" ] }, { "handle": "upshotnyt", "title": "The Upshot", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9692, "drivers": [ "A02", "G01", "G03", "H02", "A01" ] }, { "handle": "mattyglesias", "title": "Matthew Yglesias", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.969, "drivers": [ "A02", "G01", "G03", "H02", "A01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: