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McCarthy Tire

McCarthy Tire's nearest audiences span fitness brands, home improvement retail, TV personalities, and video game franchises — with only one other automotive entity in the top 10.

The shape is broad: the top 10 neighbors range from Planet Fitness at 0.65 down to Rockstar Support and Shemar Moore tied at 0.60, a compressed band with no single dominant pull. The subcategory mix is genuinely eclectic: Planet Fitness and DDPY represent Fitness brands; Leonard (0.64) is Home Improvement and Hardware retail; Julie Chen Moonves (0.63) and Ric Flair (0.62) are a TV Personality and an Athlete respectively; Ryder (0.62) is Car Rental; MasterChef (0.62) is a TV Show; and AEW Games (0.61) and Rockstar Support are Game Developers and Video Game Franchises. The lone automotive neighbor is Keystone Automotive (0.63), which falls under Parts and Accessories — a different automotive subcategory than McCarthy Tire's own Maintenance and Repair Services.

The cross-kind breadth here is the defining structural feature: an automotive service brand whose audience shape most closely resembles fitness clubs, hardware retailers, wrestling personalities, and gaming brands, with no other maintenance-and-repair service appearing in the top 10.

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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."

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