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Starbucks Coffee (social)

Brands
Restaurant
Playground →Docs

Starbucks Coffee's top 10 nearest neighbors span an unusually wide range of subcategories — food delivery, tire distributors, streaming platforms, gas stations, and a tech personality — with no single cluster dominating and scores compressed into a narrow band from 0.70 down to 0.65.

The shape is flat. DoorDash leads at 0.70, the only other Restaurant-subcategory brand in the top 10 alongside Chipotle at 0.63 — meaning Starbucks' own kind accounts for just two of ten neighbors. The rest are structurally unrelated by type: American Tire Distributors (ATD) (0.68) and QuikTrip (0.68) sit alongside Netflix (0.68) and Cinemark Theatres (0.66). Larry Hryb, a Tech Personality, appears at 0.65, and Target (social) (0.65) and PPG Pittsburgh Paints (0.65) round out a set that also includes Final Fantasy (0.65) and PACK-RAT (0.65). No subcategory accounts for more than two slots.

The spread — automotive parts, moving and storage, entertainment platforms, gas stations, video game franchises — suggests an audience whose shape is defined less by any single interest cluster than by broad, mainstream consumption patterns that happen to overlap with a wide variety of brands.

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": "starbucks_social", "title": "Starbucks Coffee (social)", "category": "Brands", "subcategory": "Restaurant", "resolved": "starbucks_social", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "doordash", "title": "DoorDash", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.6955, "drivers": [ "M01", "J05", "I04", "L02", "N02" ] }, { "handle": "american-tire-distributors-atd", "title": "American Tire Distributors (ATD)", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.6815, "drivers": [ "M01", "I04", "J05", "A02", "Q06" ] }, { "handle": "netflix", "title": "Netflix", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.6792, "drivers": [ "M01", "J05", "J02", "A01", "L01" ] }, { "handle": "quiktrip", "title": "QuikTrip", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.6768, "drivers": [ "M01", "J05", "K01", "L02", "I04" ] }, { "handle": "cinemark", "title": "Cinemark Theatres", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.6593, "drivers": [ "M01", "P04", "I04", "P06", "O03" ] }, { "handle": "majornelson", "title": "Larry Hryb", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.6536, "drivers": [ "M01", "A01", "J02", "J05", "I04" ] }, { "handle": "target_social", "title": "Target (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.6527, "drivers": [ "J05", "J02", "M01", "I04", "A01" ] }, { "handle": "ppg-pittsburgh-paints", "title": "PPG Pittsburgh Paints", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.6527, "drivers": [ "M01", "I04", "K01", "J05", "N02" ] }, { "handle": "finalfantasy", "title": "Final Fantasy", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.6525, "drivers": [ "M01", "I04", "J05", "J02", "A01" ] }, { "handle": "pack-rat", "title": "PACK-RAT", "category": "Services", "subcategory": "Moving and Storage", "similarity": 0.6525, "drivers": [ "M01", "I04", "J05", "A02", "K01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: