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Chevrolet (social)

Brands
Auto
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The single strongest pull in Chevrolet (social)'s top 10 is a beverage brand: Mountain Dew at 0.92, outscoring every auto neighbor in the set. That cross-category lead is the defining structural fact here.

The shape is broad — no single neighbor dominates, and the scores compress from 0.92 down to 0.87 across the top 10 with no sharp drop-off. The neighbor mix spans five subcategories: Auto, Beverages, Big Box Retailers, and Restaurant brands, plus one B2B entry. Auto subcategory neighbors include Dodge (social) (0.89), Ram Trucks (0.89), Chevy Trucks (0.87), and Ford Mustang (0.86) — four of the ten slots. But the remaining six go to non-auto brands: Walmart (0.90), Arby's (0.89), Wendy's (0.88), NAPA KNOW HOW (0.87), Little Debbie (0.87), and Buffalo Wild Wings (0.87). The non-auto brands collectively occupy more of the top 10 than the auto brands do, and the two highest-scoring neighbors — Mountain Dew and Walmart — are both outside the Auto subcategory entirely.

The pattern points to an audience shaped less by automotive enthusiasm alone and more by a broad, value-oriented American consumer profile that happens to overlap heavily with mass-market food, retail, and auto brands simultaneously.

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": "chevrolet_social", "title": "Chevrolet (social)", "category": "Brands", "subcategory": "Auto", "resolved": "chevrolet_social", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "mountaindew", "title": "Mountain Dew", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9194, "drivers": [ "N04", "M03", "O01", "A02", "G03" ] }, { "handle": "walmart", "title": "Walmart", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8952, "drivers": [ "N04", "M03", "N01", "M01", "A02" ] }, { "handle": "dodge_social", "title": "Dodge (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.8899, "drivers": [ "N04", "G01", "M01", "A02", "G03" ] }, { "handle": "ramtrucks", "title": "Ram Trucks", "category": "Brands", "subcategory": "Auto", "similarity": 0.889, "drivers": [ "M01", "N04", "M03", "A02", "G01" ] }, { "handle": "arbys", "title": "Arby's", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8871, "drivers": [ "N04", "O03", "A02", "M03", "O01" ] }, { "handle": "wendys", "title": "Wendy's", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.876, "drivers": [ "A02", "N04", "G01", "J02", "G03" ] }, { "handle": "chevytrucks", "title": "Chevy Trucks", "category": "Brands", "subcategory": "Auto", "similarity": 0.874, "drivers": [ "M01", "N04", "M03", "N01", "M04" ] }, { "handle": "napaknowhow", "title": "NAPA KNOW HOW", "category": "Brands", "subcategory": "B2B", "similarity": 0.8661, "drivers": [ "N04", "M01", "M03", "O01", "N01" ] }, { "handle": "littledebbie", "title": "Little Debbie", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8657, "drivers": [ "N04", "N01", "O03", "G01", "A02" ] }, { "handle": "bwwings", "title": "Buffalo Wild Wings", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.865, "drivers": [ "A02", "M03", "G01", "O01", "L02" ] } ] }
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