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Mediabistro

Marketing Channels
Websites
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Mediabistro's top 10 neighbors span journalists, ad-industry B2B brands, fashion labels, magazines, and fellow websites — with no single subcategory dominating and scores compressed into a narrow band from 0.98 to 0.99.

The shape is flat: Warby Parker (0.99, Fashion) sits at the top, followed within a fraction of a point by Anand Giridharadas (0.99, Authors), Adweek (0.99, Magazines), Rebecca Traister (0.98, Journalists), and Slate (0.98, Websites). The remaining five — Jay Rosen (0.98, Journalists), Longreads (0.98, Websites), Yashar Ali (0.98, Journalists), Wieden+Kennedy (0.98, B2B), and BBDO Worldwide (0.98, B2B) — fill out a mix that is equally varied. Tallying the subcategories across all ten: three are Journalists, two are B2B brands, two are Websites, one is a Magazine, one is an Author, and one is Fashion. No single subcategory accounts for more than three of the ten slots. The cross-kind character is the defining feature: Mediabistro's nearest audiences are shaped as much by ad-agency brands and a fashion label as by media-adjacent journalists and publications.

That breadth across subcategories — ad industry, editorial, fashion, and long-form web — points to an audience that moves fluidly across professional media, culture, and marketing contexts rather than clustering tightly around any one of them.

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": "mediabistro", "title": "Mediabistro", "category": "Marketing Channels", "subcategory": "Websites", "resolved": "mediabistro", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "warbyparker", "title": "Warby Parker", "category": "Brands", "subcategory": "Fashion", "similarity": 0.9861, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "anandwrites", "title": "Anand Giridharadas", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9858, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "adweek", "title": "Adweek", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9851, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "rtraister", "title": "Rebecca Traister", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9838, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "slate", "title": "Slate", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9836, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "jayrosen_nyu", "title": "Jay Rosen", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9827, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "longreads", "title": "Longreads", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9823, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "yashar", "title": "Yashar Ali", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.9822, "drivers": [ "A02", "G01", "G03", "I01", "J04" ] }, { "handle": "wiedenkennedy", "title": "Wieden+Kennedy", "category": "Brands", "subcategory": "B2B", "similarity": 0.9821, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] }, { "handle": "bbdoworldwide", "title": "BBDO Worldwide", "category": "Brands", "subcategory": "B2B", "similarity": 0.9818, "drivers": [ "A02", "G01", "G03", "I01", "H02" ] } ] }
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