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Xerox

Brands
B2B
Playground →Docs

Xerox's ten nearest neighbors span nine different subcategories — Finance, Music, News Publishers, Professionals, Auto, Tools and Resources, Websites, Journalists, and Musicians and Bands — with no single kind dominating the set. That breadth, compressed into a narrow similarity band from 0.77 down to 0.73, is the defining structural feature here.

The shape is flat. Yahoo leads at 0.77, followed by professional influencer Cammi Pham at 0.76, finance brands Chase for Business at 0.75 and Franklin Templeton at 0.73, music label Warner Records at 0.74, and Volvo Car USA at 0.74. Rounding out the ten are Echofon (Tools and Resources, 0.74), Island Records (Websites, 0.74), journalist Gayle King (0.73), and Wu Tang Clan (0.73). Not one neighbor shares Xerox's own B2B subcategory. The cross-kind spread — from a car brand to a hip-hop group to a financial services firm — suggests the audience shape here is defined by something structural rather than by any single content category or industry vertical.

The flat, mixed-subcategory cluster points to an audience whose composition is broadly distributed rather than concentrated around any one type of entity.

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": "xerox", "title": "Xerox", "category": "Brands", "subcategory": "B2B", "resolved": "xerox", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "yahoo", "title": "Yahoo", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.7706, "drivers": [ "Q02", "Q08", "O04", "Q04", "N03" ] }, { "handle": "cammipham", "title": "Cammi Pham", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.7606, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "chaseforbiz", "title": "Chase for Business", "category": "Brands", "subcategory": "Finance", "similarity": 0.7457, "drivers": [ "O04", "Q04", "Q02", "A06", "Q08" ] }, { "handle": "warnerrecords", "title": "Warner Records", "category": "Brands", "subcategory": "Music", "similarity": 0.7432, "drivers": [ "O04", "Q02", "Q08", "Q04", "E02" ] }, { "handle": "echofon", "title": "Echofon", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.7396, "drivers": [ "O04", "Q02", "Q04", "N03", "E02" ] }, { "handle": "volvocarusa", "title": "Volvo Car USA", "category": "Brands", "subcategory": "Auto", "similarity": 0.7372, "drivers": [ "N03", "Q04", "Q02", "P02", "Q08" ] }, { "handle": "islandrecords", "title": "Island Records", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.7335, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] }, { "handle": "fti_us", "title": "Franklin Templeton", "category": "Brands", "subcategory": "Finance", "similarity": 0.733, "drivers": [ "O04", "Q08", "Q02", "N03", "Q04" ] }, { "handle": "gayleking", "title": "Gayle King", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7297, "drivers": [ "O04", "Q04", "Q02", "Q08", "E02" ] }, { "handle": "wutangclan", "title": "Wu Tang Clan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7292, "drivers": [ "O04", "Q02", "Q04", "Q08", "E02" ] } ] }
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