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Ford Performance

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Ford Performance's top 10 nearest neighbors are country musicians — every single one of them. Similarity here measures how closely two entities' audiences resemble each other in composition; at 0.93, Kenny Chesney sits at the top of the set, followed by Keith Urban at 0.92 and Tim McGraw at 0.92. The Band Perry (0.92), Kane Brown (0.92), Jason Aldean (0.91), Dierks Bentley (0.91), and Carrie Underwood (0.91) fill out positions three through eight — all Musicians and Bands. The only exceptions in the top 10 are Beretta USA (0.91), an Outdoors brand, and Danica Patrick (0.91), an Athlete — making this an almost pure country-music cluster with two outliers at the edge.

The shape is flat: scores run from 0.93 down to 0.91 across all ten neighbors, with no single dominant pull and no sharp drop-off. No other Auto brand appears in the top 10, and the center entity's own subcategory is entirely absent from the set. What the cluster reveals is that Ford Performance's audience profile is shaped less by automotive interest than by a specific cultural constellation — country music fandom, outdoors brands, and motorsport-adjacent athletes — all sitting within a narrow two-point band.

The flat, tightly packed shape suggests an audience with a consistent and well-defined cultural identity rather than one organized around any single attachment.

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": "fordperformance", "title": "Ford Performance", "category": "Brands", "subcategory": "Auto", "resolved": "fordperformance", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kennychesney", "title": "Kenny Chesney", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9336, "drivers": [ "N03", "N04", "N01", "I01", "A02" ] }, { "handle": "keithurban", "title": "Keith Urban", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9248, "drivers": [ "N03", "N04", "N01", "A02", "M04" ] }, { "handle": "thetimmcgraw", "title": "Tim McGraw", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9197, "drivers": [ "N03", "N04", "N01", "I01", "M04" ] }, { "handle": "thebandperry", "title": "The Band Perry", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9177, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "kanebrown", "title": "Kane Brown", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9157, "drivers": [ "N03", "N04", "N01", "M03", "N02" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9106, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "dierksbentley", "title": "Dierks Bentley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9095, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "carrieunderwood", "title": "Carrie Underwood", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9086, "drivers": [ "N03", "N04", "N01", "A02", "M04" ] }, { "handle": "beretta_usa", "title": "Beretta USA", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.9082, "drivers": [ "N03", "N04", "N02", "M04", "N01" ] }, { "handle": "danicapatrick", "title": "Danica Patrick", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9073, "drivers": [ "N04", "N01", "I01", "O01", "A02" ] } ] }
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