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Jaguar USA

Brands
Auto

Jaguar USA's ten nearest neighbors by audience similarity are almost entirely musicians and bands — nine of the ten carry that subcategory — with Kimora Lee Simmons (0.89, Lifestyle) as the lone exception. Similarity here measures how closely two entities' audiences resemble each other in composition; a score near 0.90 indicates a very tight structural match.

The shape is flat: scores run from 0.90 down to 0.88 with no single dominant neighbor and no sharp drop-off. Lenny Kravitz sits at the top at 0.90, followed closely by Sean "Diddy" Combs (0.88), Wyclef Jean (0.88), Pharrell Williams (0.88), and Janet Jackson (0.88). Swizz Beatz (0.88), Will.i.am (0.88), Angie Martinez (0.88), and Fabolous (0.88) round out the set. No other Auto brand appears in the top 10; the cluster is defined entirely by R&B, hip-hop, and pop musicians alongside one lifestyle figure. The cross-kind pattern here is the central finding: Jaguar USA's audience shape aligns with a specific constellation of music-world figures, not with other automotive brands.

The flat distribution across this musician-heavy cluster suggests the audience overlap is consistent and broad within that world rather than concentrated around any single figure.

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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": "jaguarusa", "title": "Jaguar USA", "category": "Brands", "subcategory": "Auto", "resolved": "jaguarusa", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "lennykravitz", "title": "Lenny Kravitz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9008, "drivers": [ "Q04", "E02", "Q02", "O04", "N03" ] }, { "handle": "officialkimora", "title": "Kimora Lee Simmons", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.8907, "drivers": [ "Q04", "E02", "Q02", "O04", "Q08" ] }, { "handle": "diddy", "title": "Sean \"Diddy\" Combs", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8849, "drivers": [ "Q04", "E02", "Q02", "O04", "Q08" ] }, { "handle": "wyclef", "title": "Wyclef Jean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8843, "drivers": [ "Q04", "E02", "Q02", "O04", "Q08" ] }, { "handle": "pharrell", "title": "Pharrell Williams", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8781, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "janetjackson", "title": "Janet Jackson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.878, "drivers": [ "Q04", "Q02", "E02", "O04", "Q08" ] }, { "handle": "therealswizzz", "title": "Swizz Beatz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8775, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] }, { "handle": "iamwill", "title": "Will.i.am", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8769, "drivers": [ "Q04", "Q02", "E02", "O04", "N03" ] }, { "handle": "angiemartinez", "title": "Angie Martinez", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8758, "drivers": [ "Q04", "E02", "Q02", "O04", "Q01" ] }, { "handle": "myfabolouslife", "title": "Fabolous", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8755, "drivers": [ "Q04", "Q02", "O04", "E02", "Q08" ] } ] }
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