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Fender

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Spirit Halloween sits at 0.80 in Fender's top 10 — ahead of Ibanez Guitars, Red Hot Chili Peppers, and Imagine Dragons — making it the most structurally unexpected neighbor in the set.

The shape is two-peak. The first peak is a dense cluster of music gear brands: Marshall Amps leads at 0.89, followed by Epiphone at 0.86, Ernie Ball at 0.84, and Guitar World at 0.83. These four — three Brands/Music and one music magazine — form a tight, coherent neighborhood. Then the scores step down and the composition shifts. The second tier mixes a department store (Spirit Halloween, 0.80), two more music gear brands (Ibanez Guitars, 0.79), two Musicians and Bands (Red Hot Chili Peppers, 0.79; Imagine Dragons, 0.78), and two Marketing Channels — Discovery at 0.78 and ABC's Revenge at 0.78. The second cluster has no single dominant subcategory; it's the breadth that defines it.

Fender's audience shape bridges a core of instrument-and-gear enthusiasts and a wider entertainment-consuming public whose viewing and shopping habits extend well beyond music.

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": "fender", "title": "Fender", "category": "Brands", "subcategory": "Music", "resolved": "fender", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "marshallamps", "title": "Marshall Amps", "category": "Brands", "subcategory": "Music", "similarity": 0.8856, "drivers": [ "N03", "N04", "K01", "Q07", "I02" ] }, { "handle": "epiphone", "title": "Epiphone", "category": "Brands", "subcategory": "Music", "similarity": 0.8563, "drivers": [ "N03", "N04", "K01", "O03", "E04" ] }, { "handle": "ernieball", "title": "Ernie Ball", "category": "Brands", "subcategory": "Music", "similarity": 0.8353, "drivers": [ "N03", "N04", "E02", "O02", "E04" ] }, { "handle": "guitarworld", "title": "Guitar World", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8254, "drivers": [ "N03", "N04", "F04", "O02", "K01" ] }, { "handle": "spirithalloween", "title": "Spirit Halloween", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.7958, "drivers": [ "N03", "N04", "O03", "K02", "O02" ] }, { "handle": "ibanezofficial", "title": "Ibanez Guitars", "category": "Brands", "subcategory": "Music", "similarity": 0.7923, "drivers": [ "N03", "N04", "O02", "E04", "O03" ] }, { "handle": "chilipeppers", "title": "Red Hot Chili Peppers", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7897, "drivers": [ "N03", "N04", "F04", "O04", "E02" ] }, { "handle": "discovery", "title": "Discovery", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.7841, "drivers": [ "N03", "N04", "K04", "K01", "I05" ] }, { "handle": "revenge", "title": "ABC's Revenge", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7817, "drivers": [ "N03", "N04", "F04", "A06", "K02" ] }, { "handle": "imaginedragons", "title": "Imagine Dragons", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7816, "drivers": [ "N03", "N04", "J02", "O03", "O02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: