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Buick (social)

Brands
Auto
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Buick's top 10 nearest neighbors are mostly grocery-aisle and pantry brands — not other automakers. Four of the ten are Food subcategory brands: Stouffer's (0.78), Yoplait Yogurt (0.76), Quaker Oats (0.75), and Sara Lee Desserts (0.75). Two Beverages brands — Welch's (0.76) and Fanta (0.75) — round out the consumer packaged goods presence. Clorox (0.75) and Kmart (0.77) add Home and Department Stores to the mix.

Only two neighbors share Buick's own Auto subcategory: FCA-North America at 0.79 — the highest score in the set — and General Motors at 0.77. The shape is flat: all ten scores fall within a narrow 0.74–0.79 band, with no single neighbor pulling sharply ahead. The dominant composition is mainstream CPG — food, beverages, and household staples — rather than the automotive cluster one might expect. That pattern points to an audience defined less by automotive interest than by broad, mass-market brand consumption habits that cut across product categories.

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": "buick_social", "title": "Buick (social)", "category": "Brands", "subcategory": "Auto", "resolved": "buick_social", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "fiatchrysler_na", "title": "FCA-North America", "category": "Brands", "subcategory": "Auto", "similarity": 0.7865, "drivers": [ "O04", "P04", "Q02", "Q08", "E02" ] }, { "handle": "stouffers", "title": "Stouffer’s", "category": "Brands", "subcategory": "Food", "similarity": 0.7756, "drivers": [ "Q08", "O04", "O03", "Q02", "N04" ] }, { "handle": "kmart", "title": "Kmart", "category": "Brands", "subcategory": "Department Stores", "similarity": 0.7733, "drivers": [ "O04", "Q02", "Q08", "Q05", "O03" ] }, { "handle": "gm", "title": "General Motors", "category": "Brands", "subcategory": "Auto", "similarity": 0.7707, "drivers": [ "O04", "Q08", "Q02", "Q07", "P04" ] }, { "handle": "yoplait", "title": "Yoplait Yogurt", "category": "Brands", "subcategory": "Food", "similarity": 0.7606, "drivers": [ "Q02", "Q05", "Q08", "O03", "P04" ] }, { "handle": "welchs", "title": "Welch's", "category": "Brands", "subcategory": "Beverages", "similarity": 0.7554, "drivers": [ "O04", "Q08", "O03", "Q05", "Q02" ] }, { "handle": "quaker", "title": "Quaker Oats", "category": "Brands", "subcategory": "Food", "similarity": 0.7526, "drivers": [ "O04", "Q08", "O03", "Q05", "Q02" ] }, { "handle": "clorox", "title": "Clorox", "category": "Brands", "subcategory": "Home", "similarity": 0.7504, "drivers": [ "Q02", "O04", "Q08", "Q05", "N04" ] }, { "handle": "saraleedesserts", "title": "Sara Lee Desserts", "category": "Brands", "subcategory": "Food", "similarity": 0.7468, "drivers": [ "O04", "Q08", "Q02", "Q05", "O03" ] }, { "handle": "fanta", "title": "Fanta", "category": "Brands", "subcategory": "Beverages", "similarity": 0.7463, "drivers": [ "O04", "Q08", "P04", "K04", "Q02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: