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Beacon Roofing Supply

Beacon Roofing Supply's top 10 nearest neighbors span car rental, automotive repair, moving and storage, fitness, and business services — with no other Home Improvement and Hardware retailer appearing in the set. That cross-kind breadth is the defining structural feature here.

The shape is broad: scores run from 0.80 down to 0.74 across the top five, with no single neighbor pulling far ahead of the rest. Budget Truck Rental leads at 0.80, followed by Planet Fitness at 0.77, AAMCO Transmissions at 0.77, Sunbelt Rentals at 0.77, and U-Haul at 0.77. The subcategory breakdown across all ten neighbors tells the story clearly: four are Automotive (Maintenance and Repair Services or Parts and Accessories — AAMCO, MAACO, Pep Boys, and Isuzu), three are Car Rental (Budget Truck Rental, Enterprise Truck Rental, Herc Rentals), one is Moving and Storage (U-Haul), one is a Fitness Center (Planet Fitness), and one is Other Business Services (Sunbelt Rentals). The dominant cluster is vehicle-adjacent services — rental, repair, and parts — with fitness and equipment rental rounding out the mix.

The audience shape here is defined by service-oriented, transactional brands rather than by retail or home improvement peers, suggesting this audience's composition resembles the working and contractor-adjacent consumer base that those vehicle and logistics services also draw.

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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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