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Peterbilt

Automotive
Dealerships
Playground →Docs

Peterbilt's top 10 neighbors span six different subcategories with no single dominant cluster — the scores run from 0.75 down to 0.70 in a tight, undifferentiated band. The composition of that band is the finding.

The Cat Rental Store leads at 0.75, the only Other Business Services entry in the top 10. From there, the set fans out across subcategories that share no obvious thematic thread: Josh Duhamel (Actors, 0.73), NZXT (Technology, 0.72), Sinclair Oil (Gas Stations, 0.72), and Parts & Accessories (Parts and Accessories, 0.72). The remaining five positions bring in Budget lodging (Super 8, 0.72), a Video Game Franchise (Call of Duty News, 0.71), a Musician (G-Eazy, 0.71), another Video Game Franchise (Apex Legends, 0.71), and a Politician (Donald J. Trump, 0.70). Automotive is represented only by Parts & Accessories — no other Dealership appears in the top 10. The cross-kind spread is notable: actors, gas stations, tech hardware, budget hotels, and gaming franchises all land within five hundredths of a point of each other.

The flat shape here reflects an audience whose composition is broadly shared with a wide range of unrelated entity types rather than concentrated around any single category or community.

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": "peterbilt", "title": "Peterbilt", "category": "Automotive", "subcategory": "Dealerships", "resolved": "peterbilt", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "cat-rental-store", "title": "The Cat Rental Store", "category": "Industrial & Commercial Service", "subcategory": "Other Business Services", "similarity": 0.7522, "drivers": [ "M01", "L02", "N03", "A01", "P01" ] }, { "handle": "joshduhamel", "title": "Josh Duhamel", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7324, "drivers": [ "N03", "M01", "L02", "A01", "J01" ] }, { "handle": "nzxt", "title": "NZXT", "category": "Brands", "subcategory": "Technology", "similarity": 0.7246, "drivers": [ "N03", "M01", "P01", "A01", "A02" ] }, { "handle": "sinclair-oil", "title": "Sinclair Oil", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7243, "drivers": [ "M01", "N03", "L02", "F03", "P01" ] }, { "handle": "parts-and-accessories", "title": "Parts & Accessories", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7222, "drivers": [ "M01", "N03", "L02", "A01", "J01" ] }, { "handle": "super-8", "title": "Super 8", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.7174, "drivers": [ "M01", "N03", "L02", "P01", "O01" ] }, { "handle": "charlieintel", "title": "Call of Duty News", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.7142, "drivers": [ "N03", "P02", "P01", "M01", "A01" ] }, { "handle": "g_eazy", "title": "G-Eazy", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7111, "drivers": [ "N03", "M01", "A01", "L02", "P01" ] }, { "handle": "playapex", "title": "Apex Legends", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.7092, "drivers": [ "N03", "P01", "P02", "A01", "A02" ] }, { "handle": "realdonaldtrump", "title": "Donald J. Trump", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.7046, "drivers": [ "M01", "N03", "P01", "P02", "L02" ] } ] }
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