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PRWeekUS

Marketing Channels
Magazines
Playground →Docs

PRWeekUS's top 10 neighbors span B2B agencies, trade publications, and general-interest magazines — a mixed cluster with no single subcategory dominating and no standout score pulling away from the rest.

The shape is flat: scores run from 0.98 (Edelman) down to 0.97 (Adweek), a band of less than two percentage points across all ten neighbors. Similarity here measures audience composition overlap, not thematic kinship. Within that narrow band, four of the ten neighbors are B2B brands: Edelman (0.98), Ketchum (0.98), Ogilvy (0.97), and Weber Shandwick (0.97) — all PR and communications agencies. Three are fellow magazines: Ad Age (0.98), Adweek (0.98), and Fast Company (0.97). The remaining three are PR News (0.98), a news publisher, and two websites — Fast Co. Impact (0.97) and Co.Design (0.97). PRWeekUS's own subcategory, Magazines, accounts for three of the ten neighbors, meaning the audience shape is not purely self-referential; the B2B agency cluster is equally represented and sits at the very top of the list.

The flat, compressed score range signals an audience that overlaps broadly and evenly across the communications and marketing-media ecosystem rather than concentrating around any single peer.

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": "prweekus", "title": "PRWeekUS", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "prweekus", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "edelmanpr", "title": "Edelman", "category": "Brands", "subcategory": "B2B", "similarity": 0.9793, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "prnews", "title": "PR News", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.9786, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "adage", "title": "Ad Age", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9777, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "adweek", "title": "Adweek", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9768, "drivers": [ "G01", "A02", "G03", "H02", "I01" ] }, { "handle": "ketchumpr", "title": "Ketchum", "category": "Brands", "subcategory": "B2B", "similarity": 0.9757, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "ogilvy", "title": "Ogilvy", "category": "Brands", "subcategory": "B2B", "similarity": 0.9717, "drivers": [ "G01", "A02", "G03", "H02", "I01" ] }, { "handle": "webershandwick", "title": "Weber Shandwick", "category": "Brands", "subcategory": "B2B", "similarity": 0.9707, "drivers": [ "G01", "A02", "G03", "H02", "J04" ] }, { "handle": "fastcompany", "title": "Fast Company", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9694, "drivers": [ "G01", "A02", "G03", "H02", "A01" ] }, { "handle": "fastcoimpact", "title": "Fast Co. Impact", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9688, "drivers": [ "G01", "A02", "G03", "H02", "I01" ] }, { "handle": "fastcodesign", "title": "Co.Design", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9654, "drivers": [ "G01", "A02", "G03", "H02", "I01" ] } ] }
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