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Jeep (social)

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Jeep (social)'s nearest ten neighbors span NASCAR drivers, country-adjacent musicians, and motorsport media — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from 0.88 (Kid Rock) down to 0.86 (NASCAR), a band of roughly 0.02 across all ten positions. NASCAR on NBC (0.88) and Brad Keselowski (0.87) sit just behind Kid Rock, and Team Chevy (0.87) is the only other Auto brand in the top 10. The remaining neighbors are a mix of Athletes — Ryan Newman (0.87), Martin Truex Jr. (0.87), Kevin Harvick (0.87), Ryan Blaney (0.86) — and TV Channels carrying NASCAR coverage: Fox: NASCAR (0.87). NASCAR itself, classified as a Sports League, rounds out the ten at 0.86. By subcategory count, Athletes dominate (five of ten), with TV Channels (two), Musicians and Bands (one), Auto (one), and Sports Leagues (one) filling the rest. The cross-kind finding is notable: Jeep's own subcategory is Auto, yet nine of the ten nearest neighbors are not Auto brands — they are motorsport athletes, broadcasters, and a musician, with Team Chevy the lone fellow Auto entry.

The top 10 collectively describe an audience shaped almost entirely by NASCAR fandom, with Jeep's own automotive peer set largely absent from the picture.

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": "jeep_social", "title": "Jeep (social)", "category": "Brands", "subcategory": "Auto", "resolved": "jeep_social", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kidrock", "title": "Kid Rock", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8771, "drivers": [ "N04", "N01", "M03", "I01", "N03" ] }, { "handle": "nascaronnbc", "title": "NASCAR on NBC", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8767, "drivers": [ "N04", "N01", "M03", "G03", "A02" ] }, { "handle": "keselowski", "title": "Brad Keselowski", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8737, "drivers": [ "N04", "N01", "M03", "A02", "I01" ] }, { "handle": "teamchevy", "title": "Team Chevy", "category": "Brands", "subcategory": "Auto", "similarity": 0.8734, "drivers": [ "N04", "N01", "N03", "A02", "M03" ] }, { "handle": "ryanjnewman", "title": "Ryan Newman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8731, "drivers": [ "N04", "N01", "M03", "A02", "G03" ] }, { "handle": "nascaronfox", "title": "Fox: NASCAR", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.869, "drivers": [ "N04", "N01", "M03", "G03", "A02" ] }, { "handle": "martintruex_jr", "title": "Martin Truex Jr.", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8679, "drivers": [ "N04", "N01", "M03", "A02", "G03" ] }, { "handle": "kevinharvick", "title": "Kevin Harvick", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.867, "drivers": [ "N04", "N01", "M03", "A02", "I01" ] }, { "handle": "blaney", "title": "Ryan Blaney", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8648, "drivers": [ "N04", "N01", "M03", "I01", "G03" ] }, { "handle": "nascar", "title": "NASCAR", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.8633, "drivers": [ "N04", "N01", "M03", "A02", "G03" ] } ] }
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