Playground →
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.
