Playground →
Moving and storage services sit at the top of LA Fitness's similarity graph — a cross-kind finding that defines the two-peak structure. Moving & Storage (0.82) and Extra Space Storage (0.82) are the two dominant neighbors, scoring nearly identically and pulling the audience shape toward a cluster that has nothing to do with fitness. Public Storage (0.77) and CubeSmart (0.71) reinforce this: four of the top 10 neighbors carry the Moving and Storage subcategory, making it the single most represented kind in the set.
The second peak is more diffuse but recognizable. 7-Eleven (0.79), IHOP (0.78), Pep Boys (0.78), and The Home Depot (0.78) cluster tightly in the 0.77–0.79 range, spanning convenience stores, casual dining, automotive parts, and home improvement — all high-footfall, errand-oriented physical retail. Together these two peaks — storage services and everyday brick-and-mortar — account for the bulk of the structural signal.
Notably, the only neighbor sharing LA Fitness's own subcategory (Fitness Centers and Gyms) is LA Fitness itself, listed as a distinct entity at 0.78. No other fitness brand appears in the top 10. The audience shape here is defined almost entirely by cross-kind overlap with transactional, location-dependent services rather than by the fitness category itself.
This two-peak structure suggests an audience whose attention is organized around physical-world errands and recurring service relationships, with fitness as one node in a broader pattern of in-person, routine-driven behavior.
